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101. Type I Error Rates and Parameter Bias in Multivariate Behavioral Genetic Models

Author: Matthew C. Keller, Brad Verhulst, Elizabeth Prom-Wormley, Sarah E. Medland, and Michael C. Neale
Subjects: 0301 basic medicine, Biometry, Genetics, Behavioral, Article, 03 medical and health sciences, 0302 clinical medicine, Bias, Statistics, Genetic model, Genetics, Humans, Computer Simulation, Genetics (clinical), Ecology, Evolution, Behavior and Systematics, Mathematics, Statistical hypothesis testing, Likelihood Functions, Models, Statistical, Models, Genetic, Contrast (statistics), Covariance, 030104 developmental biology, Sampling distribution, Research Design, Likelihood-ratio test, Multivariate Analysis, Twin Studies as Topic, 030217 neurology & neurosurgery, Cholesky decomposition, Type I and type II errors
Abstract: For many multivariate twin models, the numerical Type I error rates are lower than theoretically expected rates using a likelihood ratio test (LRT), which implies that the significance threshold for statistical hypothesis tests is more conservative than most twin researchers realize. This makes the numerical Type II error rates higher than theoretically expected. Furthermore, the discrepancy between the observed and expected error rates increases as more variables are included in the analysis and can have profound implications for hypothesis testing and statistical inference. In two simulation studies, we examine the Type I error rates for the Cholesky decomposition and Correlated Factors models. Both show markedly lower than nominal Type I error rates under the null hypothesis, a discrepancy that increases with the number of variables in the model. In addition, we observe slightly biased parameter estimates for the Cholesky decomposition and Correlated Factors models. By contrast, if the variance-covariance matrices for variance components are estimated directly (without constraints), the numerical Type I error rates are consistent with theoretical expectations and there is no bias in the parameter estimates regardless of the number of variables analyzed. We call this the direct symmetric approach. It appears that each model-implied boundary, whether explicit or implicit, increases the discrepancy between the numerical and theoretical Type I error rates by truncating the sampling distributions of the variance components and inducing bias in the parameters. The direct symmetric approach has several advantages over other multivariate twin models as it corrects the Type I error rate and parameter bias issues, is easy to implement in current software, and has fewer optimization problems. Implications for past and future research, and potential limitations associated with direct estimation of genetic and environmental covariance matrices are discussed.
Published: 2018

102. Subtly altered topological asymmetry of brain structural covariance networks in autism spectrum disorder across 43 datasets from the ENIGMA consortium

Author: Mara Parellada, Beatriz Luna, Dorothea L. Floris, Bob Oranje, Merel Postema, Michela Tosetti, Paul M. Thompson, Celso Arango, Maria Jalbrzikowski, Stefan Ehrlich, Eileen Daly, Damien A. Fair, Marlene Behrmann, Jose C. Pariente, Pedro G.P. Rosa, Meiyu Duan, Zhiqiang Sha, Katya Rubia, Fábio L.S. Duran, Joseph A. King, Jacqueline Fitzgerald, Christine Deruelle, Devon Shook, Daan van Rooij, Boris C. Bernhardt, Kirsten O'Hearn, Jan K. Buitelaar, Simon E. Fisher, Geraldo F. Busatto, Alessandra Retico, Margot J. Taylor, Rosa Calvo, Neda Jahanshad, Declan G. Murphy, David C. Glahn, Christine M. Freitag, Shlomi Haar, Karl Lundin Remnélius, Luisa Lázaro, Janina Neufeld, Clyde Francks, Sarah Durston, Fengfeng Zhou, Louise Gallagher, Barbara Franke, Christine Ecker, Evdokia Anagnostou, Filippo Muratori, Sarah E. Medland, Guillaume Auzias, Liesbeth Hoekstra, Sara Calderoni, Kristiina Tammimies, Ciara Molloy, Sven Bölte, Joost Janssen, Jennifer Fedor, Jane McGrath, and Gregory L. Wallace
Subjects: Working memory, media_common.quotation_subject, Biology, Topology, Executive functions, medicine.disease, Asymmetry, Functional brain, Structural covariance, Autism spectrum disorder, Functional neuroimaging, medicine, Orbitofrontal cortex, media_common
Abstract: Small average differences in the left-right asymmetry of cerebral cortical thickness have been reported in individuals with autism spectrum disorder (ASD) compared to typically developing controls. Although these alterations affect multiple and widespread cortical regional asymmetries, the extent to which specific structural networks might be affected remains unknown. Inter-regional morphological covariance analysis can capture network connectivity relations between different cortical areas at the macroscale level. Here, we used cortical thickness data from 1,455 individuals with ASD and 1,560 controls, across 43 independent datasets of the ENIGMA consortium’s ASD Working Group, to assess hemispheric asymmetries of intra-individual structural covariance networks, using graph theory-based topological metrics. Compared with typical features of small-world architecture in controls, the ASD sample showed significantly altered asymmetry of hemispheric networks involving the fusiform, rostral middle frontal, and medial orbitofrontal cortex, driven by shifts toward higher randomization of the corresponding right-hemispheric networks in ASD. A network involving the superior frontal cortex showed decreased right-hemisphere randomization. Based on comparisons with meta-analyzed functional neuroimaging data, the altered connectivity asymmetry particularly affected networks that subserve working memory, executive functions, language, reading, and sensorimotor processes. Taken together, these findings provide new insights into how altered brain left-right asymmetry in ASD affects specific structural and functional brain networks. Altered asymmetrical brain development in ASD may be partly propagated among spatially distant regions through structural connectivity.
Published: 2021

103. Introduction to the Special Issue on Statistical Genetic Methods for Human Complex Traits

Author: David M, Evans, Sarah E, Medland, and Elizabeth, Prom-Wormley
Subjects: Multifactorial Inheritance, Models, Statistical, Inheritance Patterns, Humans
Published: 2021

104. Epigenome-wide association study of left-handedness for different tissues and ages

Author: Jouke-Jan Hottenga, Veronika V. Odintsova, Jenny van Dongen, Erik A. Ehli, Doretta Caramaschi, Fiona A. Hagenbeek, Jeffrey J. Beck, Gonneke Willemsen, René Pool, Dorret I. Boomsma, Catharina E. M. van Beijsterveldt, David M. Evans, Caroline L Relton, Eco J. C. de Geus, Gabriel Cuellar-Partida, Lannie Ligthart, Conor V. Dolan, Sarah E. Medland, and Matthew Sudermann
Subjects: Evolutionary biology, Epigenome, Biology, Association (psychology), Left handedness
Abstract: We report the first epigenome-wide association study of left-handedness, a trait with low heritability for which epigenetic mechanisms have been proposed as an underlying etiological mechanism. A region-based meta-analysis of whole blood genome-wide DNA methylation data from two cohorts (3,914 adults) identified differentially methylated regions annotated to BLCAP (20q11.23), a negative regulator of cell growth involved in apoptosis, NNAT (20q11.23), involved in brain development, and IAH1 (2p25.1), which encodes an acyl esterase. CpGs located in proximity to the SNPs from the largest GWAS of handedness were more strongly associated with left-handedness than other differentially methylated positions. In longitudinal whole blood samples, cord blood, and buccal cells from children (N = 1,967), the association with handedness displayed moderate stability across age, but little consistency across cell types. These findings suggest new candidate loci associated with handedness.
Published: 2021

105. The Australian Parkinson’s Genetics Study (APGS) - pilot (N = 1,532)

Author: Danuta Z. Loesch, Miguel E. Rentería, Clemens R. Scherzer, Gratten J, Aoibhe Mulcahy, Philip E. Mosley, Poortvliet Pc, N. G. Martin, Adrian I. Campos, Luis M. García-Marín, George D. Mellick, Brittany L. Mitchell, Penelope A. Lind, Ferguson M, Bivol S, Simone M. Cross, Richard Parker, Peter M. Visscher, and Sarah E. Medland
Subjects: Genetics, business.industry, Recall bias, Cohort, Etiology, Medicine, Anxiety, Disease, Medical prescription, medicine.symptom, Family history, business, Depression (differential diagnoses)
Abstract: PurposeParkinson’s disease (PD) is a neurodegenerative disorder associated with progressive disability. While the precise aetiology is unknown, there is evidence of significant genetic and environmental influences on individual risk. The Australian Parkinson’s Genetics Study (APGS) seeks to study genetic and patient-reported data from a large cohort of individuals with PD in Australia to understand the sociodemographic, genetic, and environmental basis of PD susceptibility, symptoms and progression.ParticipantsIn the pilot phase reported here, 1,819 participants were recruited through assisted mailouts facilitated by Services Australia based on having three or more prescriptions for anti-PD medications in their Pharmaceutical Benefits Scheme (PBS) records. The average age at the time of the questionnaire was 64 ± 6 years. We collected patient-reported PD information and socio-demographic variables via an online (93% of the cohort) or paper-based (7%) questionnaire. One thousand five hundred thirty-two participants (84.2%) met all inclusion criteria, and 1,499 provided a DNA sample via traditional post.Findings to date65% of participants were male, and 92% identified as being of European descent. A previous traumatic brain injury was reported by 16% of participants and was correlated with a younger age of symptom onset. At the time of the questionnaire, constipation (36% of participants), depression (34%), anxiety (17%), melanoma (16%) and diabetes (10%) were the most reported comorbid conditions.Future plansWe plan to recruit sex- and age-matched unaffected controls, genotype all participants, and collect non-motor symptoms and cognitive function data. Future work will explore the role of genetic and environmental factors in the aetiology of PD susceptibility, onset, symptoms, and progression, including as part of international PD research consortia.Article summaryStrengths and limitations of this studyWe used a time- and cost-effective recruitment method that enabled us to reach out to a random sample of individuals who have been prescribed medications for Parkinson’s disease across all over Australia to invite them to participate in this study.The identities of letter recipients remained private and confidential and were not shared with the researchers. However, those recipients who were interested and willing to participate were directed to a website where they could sign up and provide informed consent.The source database only captures individuals who have been prescribed medications to treat Parkinson’s disease in Australia and who are eligible for Medicare. Those without an official diagnosis, not receiving treatment, or not eligible for government subsidies are not included.We collected a wide range of patient-reported variables relevant to disease onset, diagnosis, symptoms, medical comorbidities, lifestyle, and family history in a large cohort of participants. However, some variables might not be as accurate as when measured by a specialist clinician.Given the 9% response rate to our single-letter invitation, there is a substantial risk of self-selection bias. Thus, patient characteristics for this cohort might differ from those of the typical population of individuals with Parkinson’s disease in Australia.
Published: 2021

106. Shared genetic etiology between cortical brain morphology and tobacco, alcohol, and cannabis use

Author: Sarael Alcauter, Adrian I. Campos, Miguel E. Rentería, Jue-Sheng Ong, Gabriel Cuellar-Partida, Jill A. Rabinowitz, Luis M. García-Marín, Nicholas G. Martin, Sarah E. Medland, Brittany L. Mitchell, Brion S. Maher, Andrew S. Huhn, Nathan A. Gillespie, Paul M. Thompson, and Katrina L. Grasby
Subjects: Genetics, Multifactorial Inheritance, Linkage disequilibrium, Adolescent, Cognitive Neuroscience, Brain morphometry, Brain, Genome-wide association study, Biology, Bioinformatics, Regression, Structural equation modeling, Cellular and Molecular Neuroscience, Neuroimaging, Genetic etiology, Tobacco, Multiple comparisons problem, Humans, Original Article, Insula, Cannabis, Genome-Wide Association Study, Genetic association
Abstract: Genome-wide association studies (GWAS) have identified genetic variants associated with brain morphology and substance use behaviors (SUB). However, the genetic overlap between brain structure and SUB has not been well characterized. We leveraged GWAS summary data of 71 brain imaging measures and alcohol, tobacco, and cannabis use to investigate their genetic overlap using linkage disequilibrium score regression. We used genomic structural equation modeling to model a “common SUB genetic factor” and investigated its genetic overlap with brain structure. Furthermore, we estimated SUB polygenic risk scores (PRS) and examined whether they predicted brain imaging traits using the Adolescent Behavior and Cognitive Development (ABCD) study. We identified 8 significant negative genetic correlations, including between (1) alcoholic drinks per week and average cortical thickness, and (2) intracranial volume with age of smoking initiation. We observed 5 positive genetic correlations, including those between (1) insula surface area and lifetime cannabis use, and (2) the common SUB genetic factor and pericalcarine surface area. SUB PRS were associated with brain structure variation in ABCD. Our findings highlight a shared genetic etiology between cortical brain morphology and SUB and suggest that genetic variants associated with SUB may be causally related to brain structure differences.
Published: 2021

107. Author response for 'Large‐scale collaboration in ENIGMA‐EEG: A perspective on the meta‐analytic approach to link neurological and psychiatric liability genes to electrophysiological brain activity'

Author: Dirk J.A. Smit, Scott J. Burwell, Stephen M. Malone, Edwin van Dellen, Marc Via, Eco J. C. de Geus, Torgeir Moberget, Ole A. Andreassen, Catharina E. M. Beijsterveldt, Jacquelyn L. Meyers, Cyrille Magne, Philippe Jawinski, Bernice Porjesz, Margaret J. Wright, Jurjen J. Luykx, Paul M. Thompson, Tilman Hensch, Torbjørn Elvsåshagen, David B. Chorlian, Sarah E. Medland, Sanjay M. Sisodiya, Jeremy Harper, Erik G. Jönsson, Reyna L. Gordon, Ulrich Hegerl, William G. Iacono, Christian Sander, and Dorret I. Boomsma
Subjects: medicine.diagnostic_test, Brain activity and meditation, Scale (social sciences), Perspective (graphical), Liability, medicine, Electroencephalography, Psychology, Neuroscience
Published: 2021

108. Within-sibship GWAS improve estimates of direct genetic effects

Author: Ailin Falkmo Hansen, Christina C. Dahm, David M. Evans, Massimo Mangino, Melissa C. Southey, Lawrence F. Bielak, Ben Michael Brumpton, Sharon L.R. Kardia, Archie Campbell, Yoonsu Cho, Tim T Morris, Patrick Turley, Jeffrey S. Reid, Laurence J. Howe, Kaare Christensen, Karri Silventoinen, Sudheer Giddaluru, John K. Hewitt, Philipp Koellinger, W. David Hill, Daniel J. Benjamin, Gibran Hemani, Margaret J. Wright, Scott D. Gordon, Elliot M. Tucker-Drob, Rosa Cheesman, Nicholas G. Martin, Robin G. Walters, Paraskevi Christofidou, Aris Baras, George Davey Smith, Matthew C. Keller, John D. Overton, Deepika R Dokuru, Jennifer A. Smith, Nancy L. Pedersen, Michel G. Nivard, Dorret I. Boomsma, Jaakko Kaprio, Humaira Rasheed, Hyeokmoon Kweon, Sara Hägg, Shona M. Kerr, John L. Hopper, Pekka Martikainen, Teemu Palviainen, Luke M. Evans, Patricia A. Peyser, Jared V. Balbona, Lucija Klaric, Tim D. Spector, Patrik K. E. Magnusson, Melinda Mills, Alexandra Havdahl, Chandra A. Reynolds, Jean-Baptiste Pingault, Zhengming Chen, Shuai Li, Harry Campbell, Travis T. Mallard, Cristen J. Willer, Yunzhang Wang, Yongkang Kim, Robert Plomin, Marianne Nygaard, Michael C. Stallings, Sarah E. Medland, Anne E. Justice, Geetha Chittoor, Debbie A Lawlor, Øyvind Næss, Liming Li, Kuang Lin, Eco J. C. de Geus, Christopher R. Bauer, Matthijs D. van der Zee, Iona Y Millwood, Caroline Hayward, Penelope A. Lind, David J. Porteous, K. Paige Harden, Meike Bartels, Neil M Davies, James F. Wilson, Bjørn Olav Åsvold, Antti Latvala, Scott M. Ratliff, and Kristian Hveem
Subjects: 0303 health sciences, education.field_of_study, Assortative mating, Population, Genome-wide association study, Biology, Population stratification, 03 medical and health sciences, 0302 clinical medicine, Evolutionary biology, Genetic variation, Mendelian randomization, Human height, education, 030217 neurology & neurosurgery, 030304 developmental biology, Genetic association
Abstract: Estimates from genome-wide association studies (GWAS) represent a combination of the effect of inherited genetic variation (direct effects), demography (population stratification, assortative mating) and genetic nurture from relatives (indirect genetic effects). GWAS using family-based designs can control for demography and indirect genetic effects, but large-scale family datasets have been lacking. We combined data on 159,701 siblings from 17 cohorts to generate population (between-family) and within-sibship (within-family) estimates of genome-wide genetic associations for 25 phenotypes. We demonstrate that existing GWAS associations for height, educational attainment, smoking, depressive symptoms, age at first birth and cognitive ability overestimate direct effects. We show that estimates of SNP-heritability, genetic correlations and Mendelian randomization involving these phenotypes substantially differ when calculated using within-sibship estimates. For example, genetic correlations between educational attainment and height largely disappear. In contrast, analyses of most clinical phenotypes (e.g. LDL-cholesterol) were generally consistent between population and within-sibship models. We also report compelling evidence of polygenic adaptation on taller human height using within-sibship data. Large-scale family datasets provide new opportunities to quantify direct effects of genetic variation on human traits and diseases.
Published: 2021

109. Multi-Trait Genetic Analysis Identifies Autoimmune Loci Associated with Cutaneous Melanoma

Author: Upekha E. Liyanage, Stuart MacGregor, D. Timothy Bishop, Jianxin Shi, Jiyuan An, Jue Sheng Ong, Xikun Han, Richard A. Scolyer, Nicholas G. Martin, Sarah E. Medland, Enda M. Byrne, Adèle C. Green, Robyn P.M. Saw, John F. Thompson, Jonathan Stretch, Andrew Spillane, Yunxuan Jiang, Chao Tian, Scott G. Gordon, David L. Duffy, Catherine M. Olsen, David C. Whiteman, Georgina V. Long, Mark M. Iles, Maria Teresa Landi, Matthew H. Law, Michelle Agee, Stella Aslibekyan, Adam Auton, Elizabeth Babalola, Robert K. Bell, Jessica Bielenberg, Katarzyna Bryc, Emily Bullis, Briana Cameron, Daniella Coker, Gabriel Cuellar Partida, Devika Dhamija, Sayantan Das, Sarah L. Elson, Teresa Filshtein, Kipper Fletez-Brant, Pierre Fontanillas, Will Freyman, Pooja M. Gandhi, Karl Heilbron, Barry Hicks, David A. Hinds, Karen E. Huber, Ethan M. Jewett, Aaron Kleinman, Katelyn Kukar, Keng-Han Lin, Maya Lowe, Marie K. Luff, Jennifer C. McCreight, Matthew H. McIntyre, Kimberly F. McManus, Steven J. Micheletti, Meghan E. Moreno, Joanna L. Mountain, Sahar V. Mozaffari, Priyanka Nandakumar, Elizabeth S. Noblin, Jared O'Connell, Aaron A. Petrakovitz, G. David Poznik, Anjali J. Shastri, Janie F. Shelton, Jingchunzi Shi, Suyash Shringarpure, Vinh Tran, Joyce Y. Tung, Xin Wang, Wei Wang, Catherine H. Weldon, and Peter Wilton
Subjects: Genetics, Linkage disequilibrium, Skin Neoplasms, Genome-wide association study, Cell Biology, Dermatology, Biology, Biochemistry, Identity by descent, Genetic analysis, Genetic correlation, Polymorphism, Single Nucleotide, Minor allele frequency, Phenotype, Genetic Loci, Cutaneous melanoma, Humans, Genetic Predisposition to Disease, Molecular Biology, Melanoma, Genetic association, Genome-Wide Association Study
Abstract: Genome-wide association studies (GWAS) have identified a number of risk loci for cutaneous melanoma. Cutaneous melanoma shares overlapping genetic risk (genetic correlation) with a number of other traits, including its risk factors such as sunburn propensity. This genetic correlation can be exploited to identify additional cutaneous melanoma risk loci by multitrait analysis of GWAS (MTAG). We used bivariate linkage disequilibrium-score regression score regression to identify traits that are genetically correlated with clinically confirmed cutaneous melanoma and then used publicly available GWAS for these traits in a multitrait analysis of GWAS. Multitrait analysis of GWAS allows GWAS to be combined while accounting for sample overlap and incomplete genetic correlation. We identified a total of 74 genome-wide independent loci, 19 of them were not previously reported in the input cutaneous melanoma GWAS meta-analysis. Of these loci, 55 were replicated (P0.05/74, Bonferroni-corrected P-value in two independent cutaneous melanoma replication cohorts from Melanoma Institute Australia and 23andMe, Inc. Among the, to our knowledge, previously unreported cutaneous melanoma loci are ones that have also been associated with autoimmune traits including rs715199 near LPP and rs10858023 near AP4B1. Our analysis indicates genetic correlation between traits can be leveraged to identify new risk genes for cutaneous melanoma.
Published: 2021

110. 96. USE AND INTEREST IN PERSONAL GENOMICS AND THEIR RELATIONSHIP WITH GENETIC LITERACY, PERSONAL CHARACTERISTICS, AND ATTITUDES TOWARDS PSYCHIATRIC GENETIC TESTING

Author: Sarah E. Medland, José J. Morosoli, and Lucia Colodro Conde
Subjects: Pharmacology, medicine.diagnostic_test, media_common.quotation_subject, Literacy, Psychiatry and Mental health, Neurology, medicine, Pharmacology (medical), Neurology (clinical), Psychology, Biological Psychiatry, Genetic testing, Clinical psychology, media_common, Personal genomics
Published: 2021

111. TH88. NOVELTY SEEKING AND WHITE MATTER TRACT INTEGRITY MEDIATE THE RELATION BETWEEN GENETIC RISK FOR CANNABIS USE DISORDER AND CANNABIS USE IN ADOLESCENTS AND YOUNG ADULTS

Author: Zhipeng Cao, Patricia J. Conrod, Anthony C. Juliano, Hugh Garavan, Scott Mackley, Sarah E. Medland, Renata B. Cupertino, Jonatan Ottino, and Peter Callas
Subjects: Pharmacology, Novelty seeking, Cannabis use, medicine.disease, White matter, Psychiatry and Mental health, medicine.anatomical_structure, Neurology, medicine, Pharmacology (medical), Neurology (clinical), Genetic risk, Young adult, Psychology, Biological Psychiatry, Clinical psychology, Cannabis use disorder
Published: 2021

112. TH34. EXPLORING THE EFFECT OF DIAGNOSTIC PHENOTYPING AND DISSECTING HETEROGENEITY BETWEEN DEPRESSION SUBTYPES USING THE AUSTRALIAN GENETICS OF DEPRESSION STUDY

Author: Nicholas G. Martin, Adrian I. Campos, Brittany L. Mitchell, Sarah E. Medland, David C. Whiteman, Ian B. Hickie, Naomi R. Wray, Catherine M. Olsen, and Enda M. Byrne
Subjects: Pharmacology, Psychiatry and Mental health, Neurology, business.industry, Medicine, Pharmacology (medical), Neurology (clinical), business, Biological Psychiatry, Depression (differential diagnoses), Clinical psychology
Published: 2021

113. W35. INDIVIDUAL DIFFERENCES IN DEPRESSIVE SYMPTOMS AFTER THE EARLY RESPONSES TO THE COVID-19 PANDEMIC IN AUSTRALIA

Author: Catherine M. Olsen, Nicholas G. Martin, Sarah E. Medland, Lucia Colodro Conde, and David C. Whiteman
Subjects: Pharmacology, medicine.medical_specialty, Coronavirus disease 2019 (COVID-19), business.industry, Article, Psychiatry and Mental health, Neurology, Pandemic, Medicine, Pharmacology (medical), Neurology (clinical), business, Psychiatry, Biological Psychiatry, Depressive symptoms
Published: 2021

114. Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3-90 years

Author: Tiffany M. Chaim-Avancini, Suzanne C. Swagerman, Sophie Maingault, Mauricio H. Serpa, Kang Sim, Patricia Gruner, Dara M. Cannon, Esther Walton, Gunter Schumann, Christopher R.K. Ching, Simon E. Fisher, Tomohiro Nakao, Nhat Trung Doan, Sophia I. Thomopoulos, Diana Tordesillas-Gutiérrez, Ilya M. Veer, Lieuwe de Haan, Paul Pauli, Derrek P. Hibar, Kun Yang, Dan J. Stein, Dominik Grotegerd, Víctor Ortiz-García de la Foz, Daniel Brandeis, Sarah Baumeister, Xavier Caseras, Fabrice Crivello, Vincent P. Clark, Maria J. Portella, Salvador Sarró, Dorret I. Boomsma, Henry Völzke, Daniel H. Wolf, Lianne Schmaal, Yannis Paloyelis, Barbara Franke, Matthew D. Sacchet, Anne Uhlmann, Yulyia Yoncheva, Ole A. Andreassen, Erick J. Canales-Rodríguez, Ingrid Agartz, Anouk den Braber, Colm McDonald, Edith Pomarol-Clotet, Anders M. Dale, Calhoun Vd, David Mataix-Cols, Ignacio Martínez-Zalacaín, Joshua L. Roffman, Andrew J. Kalnin, Anton Albajes-Eizagirre, Andreas Reif, Won Hee Lee, Gaelle E. Doucet, Hans-Jörgen Grabe, Pieter J. Hoekstra, Avram J. Holmes, Theophilus N. Akudjedu, Ian H. Gotlib, Fleur M. Howells, Andrew J. Saykin, Genevieve McPhilemy, Moji Aghajani, David C. Glahn, Rachel M. Brouwer, Núria Bargalló, Knut Schnell, Katharina Wittfeld, Thomas Frodl, Josiane Bourque, Ryota Kanai, Raymond Salvador, Sean N. Hatton, Terry L. Jernigan, Helena Fatouros-Bergman, Oliver Grimm, Marise W. J. Machielsen, Victoria Chubar, Henk Temmingh, Andrew M. McIntosh, Georg C. Ziegler, Marieke Klein, T. P. Klyushnik, Iris E. C. Sommer, Heather C. Whalley, Rachel E. Gur, Alan Breier, Jordan W. Smoller, Kathryn I. Alpert, Dick J. Veltman, Neda Jahanshad, Sophia Frangou, Jiyang Jiang, Jessica A. Turner, Eveline A. Crone, Thomas Espeseth, Alexander Tomyshev, Christine Lochner, Anthony A. James, Aristotle N. Voineskos, Julian N. Trollor, Efstathios Papachristou, Beng-Choon Ho, Pablo Najt, Christian K. Tamnes, Geraldo F. Busatto, Stefan Borgwardt, Andreas Meyer-Lindenberg, Philip Asherson, Francisco X. Castellanos, Bernd Kramer, Jim Lagopoulos, Marcus V. Zanetti, Joaquim Radua, John A. Joska, Giulio Pergola, Nynke A. Groenewold, Erlend S. Dørum, Henrik Walter, Jan Egil Nordvik, Alessandro Bertolino, Wei Wen, Klaus-Peter Lesch, Ian B. Hickie, Pedro G.P. Rosa, Randy L. Buckner, Daniel A. Rinker, Hilleke E. Hulshoff Pol, Steven G. Potkin, Odile A. van den Heuvel, Nancy C. Andreasen, Sanne Koops, Amanda Worker, Susanne Erk, Lei Wang, Norbert Hosten, Jean-Paul Fouche, Dennis van 't Ent, Jonna Kuntsi, Dennis van den Meer, Simon Cervenka, C.A. Hartman, Nicholas G. Martin, Carles Soriano-Mas, Neeltje E.M. van Haren, Pascual Sánchez-Juan, Andreas Heinz, Brenna C. McDonald, Thomas H. Wassink, José M. Menchón, Katie L. McMahon, Jan K. Buitelaar, Sarah E. Medland, Aurora Bonvino, Patricia J. Conrod, Nic J.A. van der Wee, Paul M. Thompson, Micael Andersson, Perminder S. Sachdev, Lars Nyberg, Eco J. C. de Geus, Ramona Baur-Streubel, Lachlan T. Strike, Dag Alnæs, Paola Fuentes-Claramonte, Ben J. Harrison, Martine Hoogman, Lars T. Westlye, Annette Conzelmann, Annabella Di Giorgio, Benedicto Crespo-Facorro, Sarah Hohmann, Jilly Naaijen, Yang Wang, Henry Brodaty, Greig I. de Zubicaray, Laura Koenders, Ruben C. Gur, Stefan Ehrlich, Danai Dima, Christopher G. Davey, Tobias Banaschewski, Amirhossein Modabbernia, Dirk J. Heslenfeld, Erik G. Jönsson, Oliver Gruber, Theodore D. Satterthwaite, René S. Kahn, Margaret J. Wright, Jaap Oosterlaan, Steven Williams, Bernard Mazoyer, Lara M. Wierenga, Bernd Weber, Luisa Lázaro, Irina Lebedeva, Erin W. Dickie, Chaim Huyser, John D. West, Theo G.M. van Erp, National Institute of Mental Health (US), Karolinska Institute, Stockholm County Council, South-Eastern Norway Regional Health Authority, German Centre for Cardiovascular Research, Siemens Healthcare, University of Queensland, Eunice Kennedy Shriver National Institute of Child Health and Human Development (US), National Health and Medical Research Council (Australia), National Institute on Drug Abuse (US), Indiana State Department of Health, Parents of children with epilepsy, Epilepsy Therapy Project, Fight Against Childhood Epilepsy and Seizures, Epilepsy Foundation, American Epilepsy Society, Knut and Alice Wallenberg Foundation, European Commission, Dutch Research Council, Netherlands Organization for Scientific Research, Netherlands Brain Foundation, Utrecht University, European Research Council, National Center for Advancing Translational Sciences (US), National Institutes of Health (US), National Center for Research Resources (US), Fundación Marques de Valdecilla, Instituto de Salud Carlos III, Swedish Research Council, Kings College London, South London and Maudsley NHS Foundation Trust, NIHR Biomedical Research Centre (UK), National Institute for Health Research (UK), RS: MHeNs - R2 - Mental Health, Psychiatrie & Neuropsychologie, Karolinska Schizophrenia Project (KaSP), Biological Psychology, APH - Mental Health, APH - Methodology, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, Educational and Family Studies, Cognitive Psychology, IBBA, Clinical Neuropsychology, Faculty of Behavioural and Movement Sciences, APH - Personalized Medicine, Developmental Neuroscience in Society, Child and Adolescent Psychiatry / Psychology, Adult Psychiatry, ANS - Complex Trait Genetics, ANS - Mood, Anxiety, Psychosis, Stress & Sleep, Child Psychiatry, ANS - Cellular & Molecular Mechanisms, General Paediatrics, ARD - Amsterdam Reproduction and Development, Clinical Cognitive Neuropsychiatry Research Program (CCNP), Movement Disorder (MD), Psychiatry, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Neurology, Amsterdam Neuroscience - Neurodegeneration, Pediatric surgery, Anatomy and neurosciences, Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, and Amsterdam Neuroscience - Brain Imaging
Subjects: Male, diagnostic imaging [Corpus Striatum], Physiology, Hippocampus, Edat, Morfologia (Biologia), Lateral ventricles, anatomy & histology [Corpus Striatum], 0302 clinical medicine, Thalamus, 130 000 Cognitive Neurology & Memory, Basal ganglia, diagnostic imaging [Amygdala], Child, Cervell, Research Articles, diagnostic imaging [Hippocampus], Aged, 80 and over, Radiological and Ultrasound Technology, Putamen, Radiology, Nuclear Medicine & Medical Imaging, 05 social sciences, ENIGMA, Multisi, Brain, Middle Aged, Amygdala, 3. Good health, Neurology, Child, Preschool, Brain size, Female, Anatomy, Life Sciences & Biomedicine, Neurovetenskaper, Research Article, Neuroinformatics, Adult, Adolescent, anatomy & histology [Hippocampus], Human Development, multisite, BF, Neuroimaging, Nucleus accumbens, Biology, Brain morphometry, Morphology (Biology), 050105 experimental psychology, Young Adult, 03 medical and health sciences, Age, Longitudinal trajectories, brain morphometry, Humans, 0501 psychology and cognitive sciences, Radiology, Nuclear Medicine and imaging, ddc:610, anatomy & histology [Thalamus], Aged, diagnostic imaging [Thalamus], Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], Science & Technology, Neurosciences, Corpus Striatum, nervous system, anatomy & histology [Amygdala], RC0321, Neurosciences & Neurology, longitudinal trajectories, Neurology (clinical), 030217 neurology & neurosurgery, physiology [Human Development]
Abstract: Special Issue: The ENIGMA Consortium: the first 10 years.-- Karolinska Schizophrenia Project (KaSP)., Age has a major effect on brain volume. However, the normative studies available are constrained by small sample sizes, restricted age coverage and significant methodological variability. These limitations introduce inconsistencies and may obscure or distort the lifespan trajectories of brain morphometry. In response, we capitalized on the resources of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to examine age-related trajectories inferred from cross-sectional measures of the ventricles, the basal ganglia (caudate, putamen, pallidum, and nucleus accumbens), the thalamus, hippocampus and amygdala using magnetic resonance imaging data obtained from 18,605 individuals aged 3–90 years. All subcortical structure volumes were at their maximum value early in life. The volume of the basal ganglia showed a monotonic negative association with age thereafter; there was no significant association between age and the volumes of the thalamus, amygdala and the hippocampus (with some degree of decline in thalamus) until the sixth decade of life after which they also showed a steep negative association with age. The lateral ventricles showed continuous enlargement throughout the lifespan. Age was positively associated with inter-individual variability in the hippocampus and amygdala and the lateral ventricles. These results were robust to potential confounders and could be used to examine the functional significance of deviations from typical age-related morphometric patterns., National Institute of Mental Health, Grant/Award Numbers: MH104284, MH116147, R01MH113619, R01 MH090553, R01MH117014, R01MH042191; Karolinska Institutet; Stockholm County Council; Southern and Eastern Norway Regional Health Authority; German Centre for Cardiovascular Research; DZHK; Siemens Healthineers; University of Queensland; US National Institute of Child Health and Human Development, Grant/Award Number: RO1HD050735; Australian National Health and Medical Research Council; Eunice Kennedy Shriver National Institute of Child Health & Human Development; National Institute on Drug Abuse, Grant/Award Numbers: UL1 TR000153, 1 U24 RR025736-01, 1 U24 RR021992; Brain Injury Fund Research Grant Program; Indiana State Department of Health Spinal Cord; Parents Against Childhood Epilepsy; Epilepsy Therapy Project, Fight Against Childhood Epilepsy and Seizures; Epilepsy Foundation; American Epilepsy Society; Knut and Alice Wallenberg Foundation; European Community's Horizon 2020 Programme; Vici Innovation Program; NWO Brain & Cognition Excellence Program; Netherlands Organization for Scientific Research; Hersenstichting Nederland; Netherlands Organization for Health Research and Development; Geestkracht Programme of the Dutch Health Research Council, Grant/Award Number: 10-000-1001; Universiteit Utrecht; FP7 Ideas: European Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Center for Advancing Translational Sciences; National Institutes of Health; National Center for Research Resources; Consortium grant, Grant/Award Number: U54 EB020403; U.S. National Institutes of Health, Grant/Award Numbers: R01 CA101318, P30 AG10133, R01 AG19771; Medical Research Council, Grant/Award Number: G0500092; Fundación Instituto de Investigación Marqués de Valdecilla, Grant/Award Numbers: API07/011, NCT02534363, NCT0235832; Instituto de Salud Carlos III, Grant/Award Numbers: PI14/00918, PI14/00639, PI060507, PI050427, PI020499; the Research Council, Grant/Award Number: 223273; South Eastern Norway Regional Health Authority, Grant/Award Numbers: 2017-112, 2019107; Swedish Research Council; European Community's Seventh Framework Programme, Grant/Award Number: 602450; King's College London; South London and Maudsley NHS Foundation Trust; Biomedical Research Centre; National Institute for Health Research.
Published: 2021

115. Digit ratio (2D:4D) and handedness: A meta-analysis of the available literature

Author: Gareth Richards, Sarah E. Medland, and Alan A. Beaton
Subjects: Male, medicine.medical_specialty, Digit ratio, medicine.drug_class, Audiology, Biology, 050105 experimental psychology, Functional Laterality, Fingers, 03 medical and health sciences, 0302 clinical medicine, Arts and Humanities (miscellaneous), Pregnancy, medicine, Humans, 0501 psychology and cognitive sciences, Testosterone, Association (psychology), General Psychology, Sex Characteristics, Sexual differentiation, 05 social sciences, Brain, Cognition, General Medicine, Androgen, Meta-analysis, Laterality, Androgens, Female, 030217 neurology & neurosurgery
Abstract: The Geschwind-Behan-Galaburda and sexual differentiation models predict an association between elevated foetal androgen exposure and left-handedness whereas the callosal hypothesis predicts the opposite. We present a meta-analysis of correlations between handedness and digit ratio (2D:4D), a putative marker of prenatal testosterone. Left-handedness predicted low (male-typical) right-hand digit ratio (R2D:4D), high (female-typical) left-hand digit ratio (L2D:4D), and low R2D:4D-L2D:4D directional asymmetry (D[R-L]). Effect sizes were extremely small and not moderated by sex or method of measuring handedness or 2D:4D. The same general pattern was observed after excluding the very large study (110,329 males, 90,412 females) of Manning and Peters ([2009]. Digit ratio (2D:4D) and hand preference for writing in the BBC Internet Study. Laterality: Asymmetries of Body, Brain and Cognition, 14(5), 528-540. doi:10.1080/13576500802637872); however, no significant effects for R2D:4D were observed once these samples were removed. The results do not confirm any theory linking prenatal androgens with handedness, so we speculate they instead reflect the mechanical action of writing causing subtle changes in the musculature and/or fat pads of the fingers. Gripping a pen/pencil might cause an increase in 2D relative to 4D (and/or decrease in 4D relative to 2D) resulting in higher ratios on the writing-hand; furthermore, this could differ between left- and right-handers due to writing in the left-to-right direction (as in English) having asymmetrical effects depending on which hand is used.
Published: 2021

116. Genetic insights into the biological mechanisms governing human ovarian ageing

Author: Unnur Styrkarsdottir, Daniel I. Chasman, Rehannah Borup, Anne B. Newman, Kristina W. Olsen, Lude Franke, Stefania Bandinelli, Nora Franceschini, Celine M. Vachon, Nicholas J. Timpson, James F. Wilson, Micaella Joaquim, Christa Meisinger, Felix R. Day, Charles Kooperberg, Qin Wang, Pascal Timshel, Dennis O. Mook-Kanamori, Luigi Ferrucci, Jennifer A. Smith, Miriam Dwek, Pascal Guénel, Claus Yding Andersen, Peter A. Fasching, Sven Bergmann, Thomas Meitinger, Nicholas Bowker, Jane L. Tarry-Adkins, Jeremy A. Daniel, Katharina E. Schraut, Mikael Eriksson, Amruta Shrikhande, Jacques E. Rossouw, Amber N. Wilcox, Simon S. Cross, Stasa Stankovic, Montserrat Garcia-Closas, Mohammad Arfan Ikram, Annette Peters, David Schlessinger, Sheila Ulivi, Mònica Ferrer-Roda, Immaculata De Vivo, Michela Traglia, Jessica Tyrrell, Paul R. H. J. Timmers, Rico Rueedi, Ko Willems van Dijk, N. Charlotte Onland-Moret, Doris Stöckl, Anthony J. Swerdlow, Paul M. Ridker, Zoltán Kutalik, Patrick Deelen, Gerardo Heiss, Marie Louise Grøndahl, Alison M. Dunning, Dale R. Nyholt, Nicholas J. Wareham, Reedik Mägi, Stephen J. Chanock, Martina La Bianca, Ozren Polasek, Daniel F. Gudbjartsson, Rebecca D. Jackson, Alison D. Murray, Lynda M. Rose, Hironori Abe, Joanne M. Murabito, Henry Völzke, Daniela Ruggiero, Dorret I. Boomsma, Harald Grallert, Stefania Benonisdottir, Javier Martin Gonzalez, Esther M. John, Natalia Perjakova, Georgia Chenevix-Trench, John R. B. Perry, Jenny Chang-Claude, Archie Campbell, Teresa Nutile, Ellen W. Demerath, Robin N Beaumont, Jouke J. Hottenga, Albert V. Smith, David Karasik, Linda Broer, Raymond Noordam, Wei He, Niclas Håkansson, Catherine E. Aiken, Robert Karlsson, Christopher A. Haiman, Massimo Mangino, Melissa C. Southey, Sharon L.R. Kardia, Nicholas G. Martin, Jodie N. Painter, Peter K. Joshi, Gonneke Willemsen, Lenore J. Launer, Alicja Wolk, Konstantin Strauch, Stig E. Bojesen, Manjeet K. Bolla, Allison W. Kurian, Renée de Mutsert, Joop S.E. Laven, Antonella Mulas, Igor Rudan, Vallari Shukla, Kathyrn L Lunetta, Susan E. Ozanne, Loic Le Marchand, Jenny A. Visser, Gad Rennert, Jennifer A. Brody, Paul D.P. Pharoah, Tune H. Pers, Sara Lindström, Ignasi Roig, Angela Cox, Unnur Þorsteinsdottir, Graham G. Giles, Toshiko Tanaka, Eva Hoffmann, Melissa A. Troester, Claudia Langenberg, Serena Sanna, Julie E. Buring, Anna Pujol, Mike A. Nalls, Kamila Czene, Tõnu Esko, Jian'an Luan, Lili Milani, Iffat Rahman, Sarah E. Medland, Caterina Barbieri, Emil Peter Trane Hertz, Behrooz Z. Alizadeh, David G. Hunter, Sandra Turon, Antonietta Robino, Marina Ciullo, Barbara McKnight, Chunyan He, Bruce H. R. Wolffenbuttel, David R. Weir, Daniela Toniolo, Ulrike Peters, George Davey-Smith, Saleh Shekari, Caroline Hayward, Elinor J. Sawyer, Patrick Sulem, Simin Liu, Tanguy Corre, Susan M. Ring, Peter Kraft, Alexander Teumer, Marjanka K. Schmidt, André G. Uitterlinden, Arto Mannermaa, Kristan J. Aronson, Heiko Becher, John L. Hopper, Alpa V. Patel, Joyce B. J. van Meurs, kConFab Investigators, Hamdi Mbarek, Frits R. Rosendaal, Minouk J. Schoemaker, Satoshi H. Namekawa, Miya Kudo Høffding, Fergus J. Couch, Nancy L. Pedersen, Jessica D. Faul, Patrik K. E. Magnusson, Jingmei Li, Christopher G. Scott, Joe Dennis, Genevieve Lachance, Ajuna Azad, Yongmei Liu, Elnaz Naderi, Andrew R. Wood, Yan Huang, Anna Murray, Annique Claringbould, Stephen Burgess, Jose E. Castelao, Brumat Marco, Eco J. C. de Geus, Veronique Vitart, Ken K. Ong, Kari Stefansson, Blair H. Smith, Francesco Cucca, Grant W. Montgomery, Emmanouil Saloustros, Andrés J. López-Contreras, Jonathan Marten, Håkan Olsson, Dale P. Sandler, Alice M. Arnold, Ana Martínez-Marchal, Tim D. Spector, Chloé Sarnowski, John J. Spinelli, Vilmundur Gudnason, Frank B. Hu, Thomas U. Ahearn, Hedy S. Rennert, Olivier B. Bakker, Eric Boerwinkle, Matthias W. Beckmann, Jazib Hussain, Uwe Völker, Peter Vollenweider, Douglas F. Easton, Irene L. Andrulis, Harry Campbell, Manuela Gago-Dominguez, Cari M. Kitahara, Yvonne T. van der Schouw, Eleonora Porcu, Annika Lindblom, Martha S. Linet, Meir J. Stampfer, Eulalia Catamo, Roger L. Milne, Ivana Kolcic, Annelie Augustinsson, Cinzia Sala, Debbie A Lawlor, Cristina Menni, Timothy M. Frayling, Lauren R. Teras, Marek Zygmunt, Tricia Lindstrom, Clarice R. Weinberg, Bruce M. Psaty, Thérèse Truong, Anna Marie Mulligan, Deborah J. Thompson, Per Hall, Rossella Sorice, Wei Zhao, Andres Metspalu, Katherine S. Ruth, Andrew F. Olshan, Massimo Mezzavilla, Murielle Bochud, and Christian Gieger
Subjects: media_common.quotation_subject, Genetic predisposition, Longevity, Fertility, Disease, Biology, Premature ovarian insufficiency, Bioinformatics, Ovarian reserve, FMR1, Human genetics, media_common
Abstract: Reproductive longevity is critical for fertility and impacts healthy ageing in women, yet insights into the underlying biological mechanisms and treatments to preserve it are limited. Here, we identify 290 genetic determinants of ovarian ageing, assessed using normal variation in age at natural menopause (ANM) in ∼200,000 women of European ancestry. These common alleles influence clinical extremes of ANM; women in the top 1% of genetic susceptibility have an equivalent risk of premature ovarian insufficiency to those carrying monogenicFMR1premutations. Identified loci implicate a broad range of DNA damage response (DDR) processes and include loss-of-function variants in key DDR genes. Integration with experimental models demonstrates that these DDR processes act across the life-course to shape the ovarian reserve and its rate of depletion. Furthermore, we demonstrate that experimental manipulation of DDR pathways highlighted by human genetics increase fertility and extend reproductive life in mice. Causal inference analyses using the identified genetic variants indicates that extending reproductive life in women improves bone health and reduces risk of type 2 diabetes, but increases risks of hormone-sensitive cancers. These findings provide insight into the mechanisms governing ovarian ageing, when they act across the life-course, and how they might be targeted by therapeutic approaches to extend fertility and prevent disease.
Published: 2021

117. Can network analysis of self-reported psychopathology shed light on the core phenomenology of bipolar disorders in adolescents and young adults?

Author: Jan Scott, Richard Parker, Nicholas G. Martin, Joanne S. Carpenter, Baptiste Couvy-Duchesne, Nathan A. Gillespie, Enda M. Byrne, Ian B. Hickie, Nicholas Ho, Brittany L. Mitchell, Kathleen R. Merikangas, Jacob J. Crouse, and Sarah E. Medland
Subjects: Male, Bipolar Disorder, Adolescent, Article, 03 medical and health sciences, Young Adult, 0302 clinical medicine, medicine, Humans, Bipolar disorder, Family history, Biological Psychiatry, Depression (differential diagnoses), Psychomotor learning, Depressive Disorder, Major, Psychopathology, business.industry, Mental Disorders, medicine.disease, CIDI, 030227 psychiatry, Psychiatry and Mental health, Mood, Cohort, Female, Self Report, business, 030217 neurology & neurosurgery, Clinical psychology
Abstract: OBJECTIVES: Network analysis is increasingly applied to psychopathology research. We used it to examine the core phenomenology of emerging bipolar disorder (BD I and II) and ‘at risk’ presentations (major depression with a family history of BD). METHODOLOGY: The study sample comprised a community cohort of 1867 twin and non-twin siblings (57% female; mean age ~26) who had completed self-report ratings of (i) depression-like, hypomanic-like and psychotic-like experiences; (ii) family history of BD; and (iii) were assessed for mood and psychotic syndromes using the Composite International Diagnostic Interview (CIDI). Symptom networks were compared for recent onset BD versus other cohort members and then for individuals at risk of BD (depression with/without a family history of BD). RESULTS: The four key symptoms that differentiated recent onset BD from other cohort members were: anergia, psychomotor speed, hypersomnia and (less) loss of confidence. The four key symptoms that differentiated individuals at high risk of BD from unipolar depression were: anergia, psychomotor speed, impaired concentration, and hopelessness. However, the latter network was less stable and more error prone. CONCLUSIONS: We are encouraged by the overlaps between our findings and those from two recent publications reporting network analyses of BD psychopathology, especially as the studies recruited from different populations and employed different network models. However, the advantages of applying network analysis to youth mental health cohorts (which include many individuals with multi-morbidity) must be weighed against the disadvantages including basic issues such as judgements regarding the selection of items for inclusion in network models.
Published: 2021

118. A Comparison of Ten Polygenic Score Methods for Psychiatric Disorders Applied Across Multiple Cohorts

Author: Guiyan Ni, Jian Zeng, Joana A. Revez, Ying Wang, Zhili Zheng, Tian Ge, Restuadi Restuadi, Jacqueline Kiewa, Dale R. Nyholt, Jonathan R.I. Coleman, Jordan W. Smoller, Jian Yang, Peter M. Visscher, Naomi R. Wray, Stephan Ripke, Benjamin M. Neale, Aiden Corvin, James T.R. Walters, Kai-How Farh, Peter A. Holmans, Phil Lee, Brendan Bulik-Sullivan, David A. Collier, Hailiang Huang, Tune H. Pers, Ingrid Agartz, Esben Agerbo, Margot Albus, Madeline Alexander, Farooq Amin, Silviu A. Bacanu, Martin Begemann, Richard A. Belliveau, Judit Bene, Sarah E. Bergen, Elizabeth Bevilacqua, Tim B. Bigdeli, Donald W. Black, Richard Bruggeman, Nancy G. Buccola, Randy L. Buckner, William Byerley, Wiepke Cahn, Guiqing Cai, Dominique Campion, Rita M. Cantor, Vaughan J. Carr, Noa Carrera, Stanley V. Catts, Kimberley D. Chambert, Raymond C.K. Chan, Ronald Y.L. Chen, Eric Y.H. Chen, Wei Cheng, Eric F.C. Cheung, Siow Ann Chong, C. Robert Cloninger, David Cohen, Nadine Cohen, Paul Cormican, Nick Craddock, James J. Crowley, Michael Davidson, Kenneth L. Davis, Franziska Degenhardt, Jurgen Del Favero, Ditte Demontis, Dimitris Dikeos, Timothy Dinan, Srdjan Djurovic, Gary Donohoe, Elodie Drapeau, Jubao Duan, Frank Dudbridge, Naser Durmishi, Peter Eichhammer, Johan Eriksson, Valentina Escott-Price, Laurent Essioux, Ayman H. Fanous, Martilias S. Farrell, Josef Frank, Lude Franke, Robert Freedman, Nelson B. Freimer, Marion Friedl, Joseph I. Friedman, Menachem Fromer, Giulio Genovese, Lyudmila Georgieva, Ina Giegling, Paola Giusti-Rodríguez, Stephanie Godard, Jacqueline I. Goldstein, Vera Golimbet, Srihari Gopal, Jacob Gratten, Lieuwe de Haan, Christian Hammer, Marian L. Hamshere, Mark Hansen, Thomas Hansen, Vahram Haroutunian, Annette M. Hartmann, Frans A. Henskens, Stefan Herms, Joel N. Hirschhorn, Per Hoffmann, Andrea Hofman, Mads V. Hollegaard, David M. Hougaard, Masashi Ikeda, Inge Joa, Antonio Julià, René S. Kahn, Luba Kalaydjieva, Sena Karachanak-Yankova, Juha Karjalainen, David Kavanagh, Matthew C. Keller, James L. Kennedy, Andrey Khrunin, Yunjung Kim, Janis Klovins, James A. Knowles, Bettina Konte, Vaidutis Kucinskas, Zita Ausrele Kucinskiene, Hana Kuzelova-Ptackova, Anna K. Kähler, Claudine Laurent, Jimmy Lee, S. Hong Lee, Sophie E. Legge, Bernard Lerer, Miaoxin Li, Tao Li, Kung-Yee Liang, Jeffrey Lieberman, Svetlana Limborska, Carmel M. Loughland, Jan Lubinski, Jouko Lönnqvist, Milan Macek, Patrik K.E. Magnusson, Brion S. Maher, Wolfgang Maier, Jacques Mallet, Sara Marsal, Manuel Mattheisen, Morten Mattingsdal, Robert W. McCarley, Colm McDonald, Andrew M. McIntosh, Sandra Meier, Carin J. Meijer, Bela Melegh, Ingrid Melle, Raquelle I. Mesholam-Gately, Andres Metspalu, Patricia T. Michie, Lili Milani, Vihra Milanova, Younes Mokrab, Derek W. Morris, Ole Mors, Kieran C. Murphy, Robin M. Murray, Inez Myin-Germeys, Bertram Müller-Myhsok, Mari Nelis, Igor Nenadic, Deborah A. Nertney, Gerald Nestadt, Kristin K. Nicodemus, Liene Nikitina-Zake, Laura Nisenbaum, Annelie Nordin, Eadbhard O’Callaghan, Colm O’Dushlaine, F. Anthony O’Neill, Sang-Yun Oh, Ann Olincy, Line Olsen, Jim Van Os, Psychosis Endophenotypes International Consortium, Christos Pantelis, George N. Papadimitriou, Sergi Papiol, Elena Parkhomenko, Michele T. Pato, Tiina Paunio, Milica Pejovic-Milovancevic, Diana O. Perkins, Olli Pietiläinen, Jonathan Pimm, Andrew J. Pocklington, John Powell, Alkes Price, Ann E. Pulver, Shaun M. Purcell, Digby Quested, Henrik B. Rasmussen, Abraham Reichenberg, Mark A. Reimers, Alexander L. Richards, Joshua L. Roffman, Panos Roussos, Douglas M. Ruderfer, Veikko Salomaa, Alan R. Sanders, Ulrich Schall, Christian R. Schubert, Thomas G. Schulze, Sibylle G. Schwab, Edward M. Scolnick, Rodney J. Scott, Larry J. Seidman, Jianxin Shi, Engilbert Sigurdsson, Teimuraz Silagadze, Jeremy M. Silverman, Kang Sim, Petr Slominsky, Hon-Cheong So, Chris C.A. Spencer, Eli A. Stahl, Hreinn Stefansson, Stacy Steinberg, Elisabeth Stogmann, Richard E. Straub, Eric Strengman, Jana Strohmaier, T. Scott Stroup, Mythily Subramaniam, Jaana Suvisaari, Dragan M. Svrakic, Jin P. Szatkiewicz, Erik Söderman, Srinivas Thirumalai, Draga Toncheva, Sarah Tosato, Juha Veijola, John Waddington, Dermot Walsh, Dai Wang, Qiang Wang, Bradley T. Webb, Mark Weiser, Dieter B. Wildenauer, Nigel M. Williams, Stephanie Williams, Stephanie H. Witt, Aaron R. Wolen, Emily H.M. Wong, Brandon K. Wormley, Hualin Simon Xi, Clement C. Zai, Xuebin Zheng, Fritz Zimprich, Kari Stefansson, Wellcome Trust Case-Control Consortium, Rolf Adolfsson, Ole A. Andreassen, Douglas H.R. Blackwood, Elvira Bramon, Joseph D. Buxbaum, Anders D. Børglum, Sven Cichon, Ariel Darvasi, Enrico Domenici, Hannelore Ehrenreich, Tõnu Esko, Pablo V. Gejman, Michael Gill, Hugh Gurling, Christina M. Hultman, Nakao Iwata, Assen V. Jablensky, Erik G. Jönsson, Kenneth S. Kendler, George Kirov, Jo Knight, Todd Lencz, Douglas F. Levinson, Qingqin S. Li, Jianjun Liu, Anil K. Malhotra, Steven A. McCarroll, Andrew McQuillin, Jennifer L. Moran, Preben B. Mortensen, Bryan J. Mowry, Markus M. Nöthen, Roel A. Ophoff, Michael J. Owen, Aarno Palotie, Carlos N. Pato, Tracey L. Petryshen, Danielle Posthuma, Marcella Rietschel, Brien P. Riley, Dan Rujescu, Pak C. Sham, Pamela Sklar, David St Clair, Daniel R. Weinberger, Jens R. Wendland, Thomas Werge, Mark J. Daly, Patrick F. Sullivan, Michael C. O’Donovan, Maciej Trzaskowski, Enda M. Byrne, Abdel Abdellaoui, Mark J. Adams, Tracy M. Air, Till F.M. Andlauer, Silviu-Alin Bacanu, Marie Bækvad-Hansen, Aartjan T.F. Beekman, Elisabeth B. Binder, Julien Bryois, Henriette N. Buttenschøn, Jonas Bybjerg-Grauholm, Na Cai, Enrique Castelao, Jane Hvarregaard Christensen, Toni-Kim Clarke, Lucía Colodro-Conde, Baptiste Couvy-Duchesne, Gregory E. Crawford, Gail Davies, Ian J. Deary, Eske M. Derks, Nese Direk, Conor V. Dolan, Erin C. Dunn, Thalia C. Eley, Farnush Farhadi Hassan Kiadeh, Hilary K. Finucane, Jerome C. Foo, Andreas J. Forstner, Héléna A. Gaspar, Fernando S. Goes, Scott D. Gordon, Jakob Grove, Lynsey S. Hall, Christine Søholm Hansen, Thomas F. Hansen, Ian B. Hickie, Georg Homuth, Carsten Horn, Jouke-Jan Hottenga, David M. Howard, Marcus Ising, Rick Jansen, Ian Jones, Lisa A. Jones, Eric Jorgenson, Isaac S. Kohane, Julia Kraft, Warren W. Kretzschmar, Zoltán Kutalik, Yihan Li, Penelope A. Lind, Donald J. MacIntyre, Dean F. MacKinnon, Robert M. Maier, Jonathan Marchini, Hamdi Mbarek, Patrick McGrath, Peter McGuffin, Sarah E. Medland, Divya Mehta, Christel M. Middeldorp, Evelin Mihailov, Yuri Milaneschi, Francis M. Mondimore, Grant W. Montgomery, Sara Mostafavi, Niamh Mullins, Matthias Nauck, Bernard Ng, Michel G. Nivard, Paul F. O’Reilly, Hogni Oskarsson, Jodie N. Painter, Carsten Bøcker Pedersen, Marianne Giørtz Pedersen, Roseann E. Peterson, Wouter J. Peyrot, Giorgio Pistis, Jorge A. Quiroz, Per Qvist, John P. Rice, Margarita Rivera, Saira Saeed Mirza, Robert Schoevers, Eva C. Schulte, Ling Shen, Stanley I. Shyn, Grant C.B. Sinnamon, Johannes H. Smit, Daniel J. Smith, Fabian Streit, Katherine E. Tansey, Henning Teismann, Alexander Teumer, Wesley Thompson, Pippa A. Thomson, Thorgeir E. Thorgeirsson, Matthew Traylor, Jens Treutlein, Vassily Trubetskoy, André G. Uitterlinden, Daniel Umbricht, Sandra Van der Auwera, Albert M. van Hemert, Alexander Viktorin, Yunpeng Wang, Shantel Marie Weinsheimer, Jürgen Wellmann, Gonneke Willemsen, Yang Wu, Hualin S. Xi, Futao Zhang, Volker Arolt, Bernhard T. Baune, Klaus Berger, Dorret I. Boomsma, Udo Dannlowski, E.J.C. de Geus, J. Raymond DePaulo, Katharina Domschke, Hans J. Grabe, Steven P. Hamilton, Caroline Hayward, Andrew C. Heath, Stefan Kloiber, Glyn Lewis, Susanne Lucae, Pamela A.F. Madden, Patrik K. Magnusson, Nicholas G. Martin, Preben Bo Mortensen, Merete Nordentoft, Sara A. Paciga, Nancy L. Pedersen, Adult Psychiatry, APH - Mental Health, ANS - Complex Trait Genetics, ANS - Mood, Anxiety, Psychosis, Stress & Sleep, Ni, Guiyan, Zeng, Jian, Revez, Joana A., Wang, Ying, Zhili, Zheng, Ge, Tian, Restuadi, Restuadi, Kiewa, Jacqueline, Nyholt, Dale R, Coleman, Jonathan RI, Smoller, Jordan W, Lee, S Hong, APH - Methodology, Biological Psychology, APH - Personalized Medicine, APH - Health Behaviors & Chronic Diseases, Econometrics, Psychiatry, Department of Technology and Operations Management, Child and Adolescent Psychiatry / Psychology, Epidemiology, Erasmus MC other, Urology, Internal Medicine, Medical Informatics, Immunology, Human genetics, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, Amsterdam Reproduction & Development (AR&D), and Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep
Subjects: 0301 basic medicine, Multifactorial Inheritance, medicine.medical_specialty, LDpred2, BF, Genomics, Disease, Major depressive disorder, risk prediction, 03 medical and health sciences, 0302 clinical medicine, MegaPRS, SDG 3 - Good Health and Well-being, medicine, Humans, Genetic Predisposition to Disease, ddc:610, Genetic risk, Psychiatry, Biological Psychiatry, Genetic association, Depressive Disorder, Major, business.industry, Mental Disorders, medicine.disease, Genetic architecture, Polygenic scores, Risk prediction, polygenic scores, PRS-CS, psychiatric disorders, 030104 developmental biology, SBayesR, Schizophrenia, Cohort, Lassosum, RC0321, business, Psychiatric disorders, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: BACKGROUND: Polygenic scores (PGSs), which assess the genetic risk of individuals for a disease, are calculated as a weighted count of risk alleles identified in genome-wide association studies. PGS methods differ in which DNA variants are included and the weights assigned to them; some require an independent tuning sample to help inform these choices. PGSs are evaluated in independent target cohorts with known disease status. Variability between target cohorts is observed in applications to real data sets, which could reflect a number of factors, e.g., phenotype definition or technical factors.METHODS: The Psychiatric Genomics Consortium Working Groups for schizophrenia and major depressive disorder bring together many independently collected case-control cohorts. We used these resources (31,328 schizophrenia cases, 41,191 controls; 248,750 major depressive disorder cases, 563,184 controls) in repeated application of leave-one-cohort-out meta-analyses, each used to calculate and evaluate PGS in the left-out (target) cohort. Ten PGS methods (the baseline PC+T method and 9 methods that model genetic architecture more formally: SBLUP, LDpred2-Inf, LDpred-funct, LDpred2, Lassosum, PRS-CS, PRS-CS-auto, SBayesR, MegaPRS) were compared.RESULTS: Compared with PC+T, the other 9 methods gave higher prediction statistics, MegaPRS, LDPred2, and SBayesR significantly so, explaining up to 9.2% variance in liability for schizophrenia across 30 target cohorts, an increase of 44%. For major depressive disorder across 26 target cohorts, these statistics were 3.5% and 59%, respectively.CONCLUSIONS: Although the methods that more formally model genetic architecture have similar performance, MegaPRS, LDpred2, and SBayesR rank highest in most comparisons and are recommended in applications to psychiatric disorders.
Published: 2021

119. Genetic association study of childhood aggression across raters, instruments, and age

Author: Nicholas G. Martin, S. Alexandra Burt, Louise Arseneault, Fazil Aliev, Luke M. Evans, Hill F. Ip, Beate St Pourcain, Michel G. Nivard, William E. Copeland, Rebecca K. Vinding, Scott Gordon, Koen Bolhuis, Christian J. Hopfer, Gun Peggy Knudsen, Stefan Johansson, Avshalom Caspi, Richard Border, Chandra A. Reynolds, Pål R. Njølstad, Liisa Keltikangas-Järvinen, Dorret I. Boomsma, Klaus Bønnelykke, Teemu Palviainen, Marta Ribasés, Alina Rodriguez, Catharina A. Hartman, Ilkka Seppälä, Christel M. Middeldorp, Rosa Bosch, Jan Haavik, Gail M. Williams, Andrea G. Allegrini, Ruth Ks, John R. B. Perry, Hadi Zafarmand, Chang Jiang, Elizabeth J. Costello, Camiel M. van der Laan, Olli T. Raitakari, Miquel Casas, Isabell Brikell, William G. Iacono, Jaakko Kaprio, John K. Hewitt, Andrew C. Heath, Eero Vuoksimaa, Xiaoran Tong, Gemma Español, Erik A. Ehli, Richie Poulton, Gareth E. Davies, Albertine J. Oldehinkel, Hans Bisgaard, Naomi R. Wray, Ted Reichborn-Kjennerud, Robert Plomin, Michael C. Stallings, Qing Lu, Jackob M. Najman, Daniel E. Adkins, Yi Lu, Harold Snieder, Sally J. Wadsworth, Alexander Neumann, Alexandra Havdahl, Karen Sugden, Kelly L. Klump, Andrew Smolen, Henrik Larsson, Toos C. E. M. van Beijsterveldt, Kenneth Krauter, Tarunveer S. Ahluwalia, Tellervo Korhonen, Andrey A. Shabalin, Joachim Heinrich, Anke R. Hammerschlag, Shelby Marrington, Lærke Sass, Pamela A. F. Madden, Henning Tiemeier, Tanja Vrijkotte, Paul Lichtenstein, Terho Lehtimäki, Ville Karhunen, Cristina Sánchez-Mora, Robin P. Corley, Anna A. E. Vinkhuyzen, Richard J. Rose, Per Magnus, Sabrina Llop, Ilja M. Nolte, S.A. Brown, Christian Hakulinen, Anjali K. Henders, Marie Standl, Silvia Alemany, Gretchen R.B. Saunders, Jouke-Jan Hottenga, Eveline L. de Zeeuw, Meike Bartels, Elisabeth Thiering, José J. Morosoli, Fiona A. Hagenbeek, Laura Pulkki-Råback, Frank C. Verhulst, Martin A. Kennedy, Craig E. Pennell, Eva Krapohl, Kaili Rimfeld, Tetyana Zayats, Lucía Colodro-Conde, Judith B.M. Ensink, André G. Uitterlinden, Natalia Vilor-Tejedor, Felix R. Day, Jennifer R. Harris, George Davey Smith, Qi Chen, Sebastian Lundström, Marjo-Riitta Järvelin, Alyce M. Whipp, Katrina L. Grasby, L. John Horwood, John Pearson, Judy L. Silberg, Paula Rovira, Hermine H. Maes, Carol A. Wang, Roseann E. Peterson, Tamara L. Wall, Andrew J. O. Whitehouse, Maria-Jose Lopez-Espinosa, Najaf Amin, Jess Tyrrell, Danielle M. Dick, Sarah E. Medland, Allison L. Miller, Øyvind Helgeland, Josep Antoni Ramos Quiroga, Joseph M. Boden, Abdullah Mamun, James Scott, María Soler Artigas, Joseph A. Prinz, Lindon J. Eaves, Terrie E. Moffitt, Matt McGue, Jordi Sunyer, Joanna Martin, Tampere University, Clinical Medicine, Department of Clinical Chemistry, Apollo-University Of Cambridge Repository, Ip, Hill F [0000-0003-1991-5019], Sánchez-Mora, Cristina [0000-0003-4211-1107], Nolte, Ilja M [0000-0001-5047-4077], St Pourcain, Beate [0000-0002-4680-3517], Palviainen, Teemu [0000-0002-7847-8384], Colodro-Conde, Lucía [0000-0002-9004-364X], Gordon, Scott [0000-0001-7623-328X], Aliev, Fazil [0000-0001-8357-4699], Karhunen, Ville [0000-0001-6064-1588], Border, Richard [0000-0002-6293-2968], Ahluwalia, Tarunveer S [0000-0002-7464-3354], Day, Felix R [0000-0003-3789-7651], Hottenga, Jouke-Jan [0000-0002-5668-2368], Rimfeld, Kaili [0000-0001-5139-065X], Lu, Yi [0000-0001-9933-3654], Soler Artigas, María [0000-0002-3213-1107], Bosch, Rosa [0000-0002-7596-183X], Ramos Quiroga, Josep Antoni [0000-0003-1622-0350], Neumann, Alexander [0000-0001-6653-3203], Grasby, Katrina [0000-0001-8539-0228], Middeldorp, Christel [0000-0002-6218-0428], Evans, Luke M [0000-0002-7458-1720], Alemany, Silvia [0000-0002-7925-6767], Sass, Lærke [0000-0002-5217-7014], Ruth, Kate [0000-0003-4966-9170], Ehli, Erik A [0000-0002-7865-3015], Hagenbeek, Fiona A [0000-0002-8773-0430], Snieder, Harold [0000-0003-1949-2298], Uitterlinden, André G [0000-0002-7276-3387], Haavik, Jan [0000-0001-7865-2808], Johansson, Stefan [0000-0002-2298-7008], Knudsen, Gun Peggy S [0000-0002-6193-4291], Njolstad, Pal Rasmus [0000-0003-0304-6728], Rodriguez, Alina [0000-0003-1209-8802], Brown, Sandy [0000-0001-8780-0323], Miller, Allison [0000-0003-3816-2251], Keltikangas-Järvinen, Liisa [0000-0002-7977-3852], Havdahl, Alexandra [0000-0002-9268-0423], Perry, John RB [0000-0001-6483-3771], Lehtimäki, Terho [0000-0002-2555-4427], Arseneault, Louise [0000-0002-2938-2191], Boden, Joseph [0000-0003-1502-1608], Pearson, John [0000-0001-5607-4517], Kennedy, Martin [0000-0002-6445-8526], Poulton, Richie [0000-0002-1052-4583], Copeland, William E [0000-0002-1348-7781], Wray, Naomi [0000-0001-7421-3357], Järvelin, Marjo-Riitta [0000-0002-2149-0630], McGue, Matt [0000-0002-5580-1433], Pennell, Craig E [0000-0002-0937-6165], Dick, Danielle M [0000-0002-1636-893X], Martin, Nicholas G [0000-0003-4069-8020], Medland, Sarah E [0000-0003-1382-380X], Kaprio, Jaakko [0000-0002-3716-2455], Tiemeier, Henning [0000-0002-4395-1397], Davey Smith, George [0000-0002-1407-8314], Oldehinkel, Albertine J [0000-0003-3925-3913], Ribasés, Marta [0000-0003-1039-1116], Lichtenstein, Paul [0000-0003-3037-5287], Plomin, Robert [0000-0002-0756-3629], Bartels, Meike [0000-0002-9667-7555], Nivard, Michel G [0000-0003-2015-1888], Boomsma, Dorret I [0000-0002-7099-7972], Apollo - University of Cambridge Repository, Life Course Epidemiology (LCE), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Child and Adolescent Psychiatry / Psychology, Epidemiology, Internal Medicine, Institute for Molecular Medicine Finland, Genetic Epidemiology, Helsinki Institute of Life Science HiLIFE, University of Helsinki, Tellervo Korhonen / Principal Investigator, Cognitive and Brain Aging, Faculty Common Matters (Faculty of Medicine), Medicum, Doctoral Programme in Cognition, Learning, Instruction and Communication, Department of Psychology and Logopedics, Helsinki Inequality Initiative (INEQ), Faculty Common Matters (Faculty of Education), Psychosocial factors and health, Behavioural Sciences, Department of Public Health, Adult Psychiatry, Epidemiology and Data Science, APH - Aging & Later Life, APH - Methodology, ARD - Amsterdam Reproduction and Development, Graduate School, Child Psychiatry, ACS - Pulmonary hypertension & thrombosis, ANS - Cellular & Molecular Mechanisms, ANS - Compulsivity, Impulsivity & Attention, Public and occupational health, APH - Health Behaviors & Chronic Diseases, Institut Català de la Salut, [Ip HF] Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands. [van der Laan CM] Department of Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands. Netherlands Institute for the Study of Crime and Law Enforcement, Amsterdam, The Netherlands. [Krapohl EML] Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK. [Brikell I] Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden. [Sánchez-Mora C, Soler Artigas M, Rovira P, Ribasés M] Servei de Psiquiatria, Vall d’Hebron Hospital Universitari, Barcelona, Spain. Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Barcelona, Spain. Unitat de Genètica Psiquiàtrica, Grup de Recerca en Psiquiatria, Salut Mental i Addicció, Vall d’Hebron Institut de Recerca (VHIR), Barcelona, Spain. Universitat Autònoma de Barcelona, Bellaterra, Spain. [Nolte IM] Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands. [Bosch R] Servei de Psiquiatria, Vall d’Hebron Hospital Universitari, Barcelona, Spain. Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Barcelona, Spain. Servei de Psiquiatria i Medicina Legal, Universitat Autònoma de Barcelona, Bellaterra, Spain. [Español G] Servei de Psiquiatria, Vall d’Hebron Hospital Universitari, Barcelona, Spain. [Ramos Quiroga JA, Ribasés M] Servei de Psiquiatria, Vall d’Hebron Hospital Universitari, Barcelona, Spain. Biomedical Network Research Centre on Mental Health (CIBERSAM), Instituto de Salud Carlos III, Barcelona, Spain. Unitat de Genètica Psiquiàtrica, Grup de Recerca en Psiquiatria, Salut Mental i Addicció, Vall d’Hebron Institut de Recerca (VHIR), Barcelona, Spain. Universitat Autònoma de Barcelona, Bellaterra, Spain. Servei de Psiquiatria i Medicina Legal, Universitat Autònoma de Barcelona, Bellaterra, Spain, Vall d'Hebron Barcelona Hospital Campus, Biological Psychology, APH - Personalized Medicine, APH - Mental Health, Amsterdam Reproduction & Development, Perry, John R B [0000-0001-6483-3771], Ip, Hill F. [0000-0003-1991-5019], Nolte, Ilja M. [0000-0001-5047-4077], Ahluwalia, Tarunveer S. [0000-0002-7464-3354], Day, Felix R. [0000-0003-3789-7651], Evans, Luke M. [0000-0002-7458-1720], Ehli, Erik A. [0000-0002-7865-3015], Hagenbeek, Fiona A. [0000-0002-8773-0430], Uitterlinden, André G. [0000-0002-7276-3387], Knudsen, Gun Peggy S. [0000-0002-6193-4291], Perry, John R. B. [0000-0001-6483-3771], Copeland, William E. [0000-0002-1348-7781], Pennell, Craig E. [0000-0002-0937-6165], Dick, Danielle M. [0000-0002-1636-893X], Martin, Nicholas G. [0000-0003-4069-8020], Medland, Sarah E. [0000-0003-1382-380X], Oldehinkel, Albertine J. [0000-0003-3925-3913], Nivard, Michel G. [0000-0003-2015-1888], and Boomsma, Dorret I. [0000-0002-7099-7972]
Subjects: 0301 basic medicine, DISORDER, 45/43, Genome-wide association study, 3124 Neurology and psychiatry, 0302 clinical medicine, Child, Psychiatry, 0303 health sciences, trastornos mentales [PSIQUIATRÍA Y PSICOLOGÍA], HERITABILITY, Mental Disorders, Cognition, Genomics, Explained variation, Justice and Strong Institutions, Aggression, Psychiatry and Mental health, Meta-analysis, ADOLESCENCE, Child, Preschool, conducta y mecanismos de la conducta::conducta::síntomas conductuales::agresión [PSIQUIATRÍA Y PSICOLOGÍA], 631/208/212, Female, Biological psychiatry, medicine.symptom, Life Sciences & Biomedicine, Investigative Techniques::Genetic Techniques::Genetic Association Studies [ANALYTICAL, DIAGNOSTIC AND THERAPEUTIC TECHNIQUES, AND EQUIPMENT], BEHAVIOR, RC321-571, Childhood aggression, Clinical psychology, SDG 16 - Peace, Adolescent, Mental Disorders [PSYCHIATRY AND PSYCHOLOGY], Neurosciences. Biological psychiatry. Neuropsychiatry, Single-nucleotide polymorphism, Biology, 3121 Internal medicine, Malalties mentals - Aspectes genètics, Genetic correlation, Article, 1117 Public Health and Health Services, Cellular and Molecular Neuroscience, 03 medical and health sciences, 631/477/2811, SDG 3 - Good Health and Well-being, Human behaviour, medicine, SNP, Humans, GENOME-WIDE ASSOCIATION, Biological Psychiatry, Genetic Association Studies, 030304 developmental biology, Genetic association, Retrospective Studies, técnicas de investigación::técnicas genéticas::estudios de asociación genética [TÉCNICAS Y EQUIPOS ANALÍTICOS, DIAGNÓSTICOS Y TERAPÉUTICOS], Science & Technology, SDG 16 - Peace, Justice and Strong Institutions, Infant, Behavior and Behavior Mechanisms::Behavior::Behavioral Symptoms::Aggression [PSYCHIATRY AND PSYCHOLOGY], 1103 Clinical Sciences, Agressivitat en els infants, Heritability, 030104 developmental biology, 1701 Psychology, ORIGINS, Research Programm of Donders Centre for Neuroscience, 3111 Biomedicine, TRAJECTORIES, 030217 neurology & neurosurgery, Demography, Genome-Wide Association Study
Abstract: Childhood aggressive behavior (AGG) has a substantial heritability of around 50%. Here we present a genome-wide association meta-analysis (GWAMA) of childhood AGG, in which all phenotype measures across childhood ages from multiple assessors were included. We analyzed phenotype assessments for a total of 328 935 observations from 87 485 children aged between 1.5 and 18 years, while accounting for sample overlap. We also meta-analyzed within subsets of the data, i.e., within rater, instrument and age. SNP-heritability for the overall meta-analysis (AGGoverall) was 3.31% (SE = 0.0038). We found no genome-wide significant SNPs for AGGoverall. The gene-based analysis returned three significant genes: ST3GAL3 (P = 1.6E–06), PCDH7 (P = 2.0E–06), and IPO13 (P = 2.5E–06). All three genes have previously been associated with educational traits. Polygenic scores based on our GWAMA significantly predicted aggression in a holdout sample of children (variance explained = 0.44%) and in retrospectively assessed childhood aggression (variance explained = 0.20%). Genetic correlations (rg) among rater-specific assessment of AGG ranged from rg = 0.46 between self- and teacher-assessment to rg = 0.81 between mother- and teacher-assessment. We obtained moderate-to-strong rgs with selected phenotypes from multiple domains, but hardly with any of the classical biomarkers thought to be associated with AGG. Significant genetic correlations were observed with most psychiatric and psychological traits (range $$\left| {r_g} \right|$$ r g : 0.19–1.00), except for obsessive-compulsive disorder. Aggression had a negative genetic correlation (rg = ~−0.5) with cognitive traits and age at first birth. Aggression was strongly genetically correlated with smoking phenotypes (range $$\left| {r_g} \right|$$ r g : 0.46–0.60). The genetic correlations between aggression and psychiatric disorders were weaker for teacher-reported AGG than for mother- and self-reported AGG. The current GWAMA of childhood aggression provides a powerful tool to interrogate the rater-specific genetic etiology of AGG.
Published: 2021

120. Genome-wide association study identifies 48 common genetic variants associated with handedness

Author: Inês Barroso, Gail Davies, H.-Erich Wichmann, Bjarke Feenstra, Peter Vollenweider, Nicholas J. Timpson, Alan F. Wright, Frank Geller, Gérard Waeber, John M. Starr, Benjamin M. Neale, George Davey Smith, Tõnu Esko, Ruth J. F. Loos, Andrew A. Hicks, Pedro Marques-Vidal, Dorret I. Boomsma, Harry Campbell, Zoltán Kutalik, David M. Evans, Scott D. Gordon, Eva Albrecht, Peter P. Pramstaller, Leena Peltonen, Jing Hua Zhao, Lavinia Paternoster, Thomas Hansen, Massimo Mangino, Fazil Aliev, Beate St Pourcain, Panos Deloukas, Heather A. Boyd, Guillaume Paré, Marco P. Boks, Monique M.B. Breteler, Jouke-Jan Hottenga, Xin Li, Kari Stefansson, Ian J. Deary, Jari Lahti, Inga Prokopenko, Nicholas Eriksson, Lili Milani, Nicholas J. Wareham, Jordan W. Smoller, Norman Klopp, Lynn Cherkas, Reedik Mägi, Margaret J. Wright, Peter Kraft, Jacques S. Beckmann, Brenda W.J.H. Penninx, Gabriel Cuellar-Partida, André G. Uitterlinden, Fernando Rivadeneira, Wendy L. McArdle, Johan G. Eriksson, Jiali Han, Jennifer E. Huffman, Andres Metspalu, J.M. Vink, Frank J. A. van Rooij, Christian Gieger, M. Arfan Ikram, Cecilia M. Lindgren, Aarno Palotie, Daniel I. Chasman, Joyce Y. Tung, Liang-Dar Hwang, David A. Hinds, Elisabeth Widen, Caroline Hayward, Michelle Luciano, Johannes H. Smit, Gonneke Willemsen, Dale R. Nyholt, Carolina Medina-Gomez, Nicole M. Warrington, Teemu Palviainen, Stacy Steinberg, Kay-Tee Khaw, Kevin S. O’Connell, Bettina Konte, Gudmar Thorleifsson, Eco J. C. de Geus, John P. Kemp, Mads Melbye, Mark I. McCarthy, Sarah E. Medland, Jaakko Kaprio, Cameron D. Palmer, Joel N. Hirschhorn, Ina Giegling, Scott Melville, Thomas Werge, Nicole Soranzo, Sigurdur H. Magnusson, Maris Teder-Laving, Hreinn Stefansson, Kauko Heikkilä, Cornelia M. van Duijn, David L. Duffy, Samuli Ripatti, Igor Rudan, Annette M. Hartmann, Ole A. Andreassen, Mari Nelis, Ozren Polasek, Vincent Mooser, Mousheng Xu, Eero Vuoksimaa, Katri Räikkönen, Nicholas G. Martin, Dan Rujescu, Tim D. Spector, Dawn M. Waterworth, Danielle M. Dick, Roel A. Ophoff, Epidemiology, Internal Medicine, Psychiatry, Biological Psychology, APH - Mental Health, APH - Methodology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Epidemiology and Data Science, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Pediatric surgery, and APH - Digital Health
Subjects: Male, Netherlands Twin Register (NTR), Linkage disequilibrium, Genome-wide association study, LANGUAGE DOMINANCE, Functional Laterality, Linkage Disequilibrium, Behavioral Neuroscience, 0302 clinical medicine, ddc:150, Gene Frequency, SCHIZOPHRENIA, Genetics, 0303 health sciences, Middle Aged, genetics [Genetic Variation], genetics [Functional Laterality], Schizophrenia, ASYMMETRY, genetics [Polymorphism, Single Nucleotide], Female, Adult, Social Psychology, LATERALIZATION, Experimental and Cognitive Psychology, genetics [Genetic Loci], Biology, Quantitative trait locus, Genetic correlation, Polymorphism, Single Nucleotide, Article, 03 medical and health sciences, LINKAGE ANALYSIS, METAANALYSIS, MICROTUBULE, AUTISM, ORIGINS, SCREEN, Quantitative Trait, Heritable, Sex Factors, Genetic linkage, medicine, Humans, Bipolar disorder, 030304 developmental biology, Genetic association study, Aged, Genetic Variation, medicine.disease, Genetic Loci, Autism, genetics [Gene Frequency], Developmental Psychopathology, 030217 neurology & neurosurgery, Neuroscience, Genome-Wide Association Study
Abstract: Handedness, a consistent asymmetry in skill or use of the hands, has been studied extensively because of its relationship with language and the over-representation of left-handers in some neurodevelopmental disorders. Using data from the UK Biobank, 23andMe and 32 studies from the International Handedness Consortium, we conducted the world’s largest genome-wide association study of handedness (1,534,836 right-handed, 194,198 (11.0%) left-handed and 37,637 (2.1%) ambidextrous individuals). We found 41 genetic loci associated with left-handedness and seven associated with ambidexterity at genome-wide levels of significance (P < 5×10−8). Tissue enrichment analysis implicated the central nervous system and brain tissues including the hippocampus and cerebrum in the etiology of left-handedness. Pathways including regulation of microtubules, neurogenesis, axonogenesis and hippocampus morphology were also highlighted. We found suggestive positive genetic correlations between being left-handed and some neuropsychiatric traits including schizophrenia and bipolar disorder. SNP heritability analyses indicated that additive genetic effects of genotyped variants explained 5.9% (95% CI = 5.8% – 6.0%) of the underlying liability of being left-handed, while the narrow sense heritability was estimated at 12% (95% CI = 7.2% – 17.7%). Further, we show that genetic correlation between left-handedness and ambidexterity is low (rg = 0.26; 95% CI = 0.08 – 0.43) implying that these traits are largely influenced by different genetic mechanisms. In conclusion, our findings suggest that handedness, like many other complex traits is highly polygenic, and that the genetic variants that predispose to left-handedness may underlie part of the association with some psychiatric disorders that has been observed in multiple observational studies.
Published: 2021

121. 1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans

Author: James Rucker, Carlos Prieto, Elena Shumskaya, Masaki Fukunaga, Vince D. Calhoun, Anne Uhlmann, Jeremy Hall, Evangelos Vassos, Andrew J. Schork, Erik G. Jönsson, Jayne Y. Hehir-Kwa, Sébastien Jacquemont, Erin Burke Quinlan, Paul M. Thompson, Jouke-Jan Hottenga, Paola Dazzan, Stefan Ehrlich, Alexander Teumer, Eco J. C. de Geus, Kari Stefansson, Sandra Martin-Brevet, Claudia Modenato, Tomáš Paus, Tiago Reis Marques, Benedicto Crespo-Facorro, Katrin Amunts, Marianne Bernadette van den Bree, Jingyu Liu, Niklas Rye Jørgensen, Oleksandr Frei, G. Bruce Pike, Lars Nyberg, Jan Haavik, Katharina Wittfeld, Else Eising, Jennifer Monereo Sánchez, Allan F. McRae, Simone Ciufolini, Samuel R. Mathias, Lars T. Westlye, Loes M. Olde Loohuis, Sigrid Botne Sando, Nicholas G. Martin, Ingrid Agartz, Ana I. Silva, Bogdan Draganski, Tian Ge, Emma Knowles, Micael Andersson, Kim Fejgin, Dennis van 't Ent, Dan J. Stein, Costin Leu, Henry Brodaty, Thomas Espeseth, Gunter Schumann, Gary Donohoe, Stephanie Le Hellard, Dorret I. Boomsma, Simon E. Fisher, Greig I. de Zubicaray, Shareefa Dalvie, Ida E Sønderby, Roel A. Ophoff, Derek W. Morris, Margaret J. Wright, Katie L. McMahon, Georg Homuth, Tobias Kaufmann, David C. Glahn, Nicholas B. Blackburn, Nicola J. Armstrong, Ikuo K. Suzuki, Dennis van der Meer, Clara Moreau, Per Hoffmann, Christiane Jockwitz, Pierre Vanderhaeghen, Jacob Nielsen, Anders M. Dale, David Ames, Sarah E. Medland, Torgeir Moberget, Robin M. Murray, Maria Ellegaard, Srdjan Djurovic, Nynke A. Groenewold, Laurena Holleran, Neda Jahanshad, Lachlan T. Strike, John Blangero, Jean Shin, Arvid Lundervold, Sanjay M. Sisodiya, Wiepke Cahn, Vincent Frouin, Christopher R.K. Ching, Astri J. Lundervold, Karen A. Mather, Manon H.J. Hillegers, Asta Håberg, Hans J. Grabe, Kuldeep Kumar, Derrek P. Hibar, Christian K. Tamnes, David Edmund Johannes Linden, Wei Wen, Joanne E. Curran, Ryota Hashimoto, Masataka Kikuchi, Zdenka Pausova, Peter R. Schofield, Joanne L. Doherty, Thomas Gareau, Anbupalam Thalamuthu, Rachel M. Brouwer, Magnus O. Ulfarsson, Thomas W. Mühleisen, G. Bragi Walters, Abdel Abdellaoui, Svenja Caspers, Sylvane Desrivières, Ole A. Andreassen, Masashi Ikeda, Avram J. Holmes, Hilleke E. Hulshoff Pol, Céline S. Reinbold, Juan M. Peralta, Tormod Fladby, Jan Egil Nordvik, Manon Bernard, Anne M. Maillard, Michael John Owen, Omar Gustafsson, Diana Tordesillas-Gutiérrez, Robin Bülow, Sven Cichon, Rune Boen, Andreas Meyer-Lindenberg, Sonja M C de Zwarte, Vidar M. Steen, Perminder S. Sachdev, Stefan Johansson, Hreinn Stefansson, ENIGMA-CNV working group, van der Meer, D., de Geus, EJC, de Zubicaray, G.I., de Zwarte, SMC, Le Hellard, S., van 't Ent, D., van den Bree, MBM, the ENIGMA-CNV working group, Psychiatrie & Neuropsychologie, RS: MHeNs - R2 - Mental Health, RS: MHeNs - R3 - Neuroscience, RS: MHeNs - R1 - Cognitive Neuropsychiatry and Clinical Neuroscience, Beeldvorming, Adult Psychiatry, Child and Adolescent Psychiatry / Psychology, Psychiatry, Biological Psychology, APH - Mental Health, APH - Methodology, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Helmholtz Association, European Commission, Netherlands Organization for Scientific Research, European Research Council, Knut and Alice Wallenberg Foundation, Innovative Medicines Initiative, European Federation of Pharmaceutical Industries and Associations, Science Foundation Ireland, Medical Research Council (UK), Wellcome Trust, Waterloo Foundation, National Institute of Mental Health (US), National Institutes of Health (US), Department of Health & Social Care (UK), NIHR Biomedical Research Centre (UK), NHS Foundation Trust, Harvard University, Massachusetts General Hospital, Swedish Research Council, Norwegian University of Science and Technology, Swedish Research Council for Sustainable Development, Kings College London, Federal Ministry of Education and Research (Germany), German Research Foundation, Agence Nationale de la Recherche (France), Fondation de France, Fondation pour la Recherche Médicale, Research Council of Norway, University of Bergen, European Science Foundation, National Health and Medical Research Council (Australia), Australian Research Council, Japan Agency for Medical Research and Development, Instituto de Salud Carlos III, Fundación Marques de Valdecilla, National Institute on Drug Abuse (US), Eunice Kennedy Shriver National Institute of Child Health and Human Development (US), University of Greifswald, Mecklenburg-Western Pomerania, and University of Oslo
Subjects: 0301 basic medicine, Male, genetic structures, PHENOTYPE, 0302 clinical medicine, Cognition, DUPLICATIONS, Gene duplication, Medicine, genetics [Schizophrenia], Copy-number variation, BRAIN, Psychiatry, ABNORMALITIES, REARRANGEMENTS, Brain, EXPANSION, 3. Good health, GENOME, Psychiatry and Mental health, Schizophrenia, Medical genetics, Female, medicine.symptom, Chromosome Deletion, Life Sciences & Biomedicine, Medical Genetics, Neuroinformatics, endocrine system, medicine.medical_specialty, Elementary cognitive task, MICRODUPLICATION, DNA Copy Number Variations, Molecular neuroscience, Psykiatri, Article, lcsh:RC321-571, 03 medical and health sciences, Cellular and Molecular Neuroscience, SDG 3 - Good Health and Well-being, Humans, Clinical genetics, ddc:610, diagnostic imaging [Brain], lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry, Biological Psychiatry, Cognitive deficit, Medicinsk genetik, Science & Technology, business.industry, CHROMOSOME 1Q21.1, medicine.disease, MICRODELETIONS, eye diseases, 030104 developmental biology, Autism, sense organs, Psychiatric disorders, business, Neuroscience, 030217 neurology & neurosurgery
Abstract: ENIGMA-CNV working group., Low-frequency 1q21.1 distal deletion and duplication copy number variant (CNV) carriers are predisposed to multiple neurodevelopmental disorders, including schizophrenia, autism and intellectual disability. Human carriers display a high prevalence of micro- and macrocephaly in deletion and duplication carriers, respectively. The underlying brain structural diversity remains largely unknown. We systematically called CNVs in 38 cohorts from the large-scale ENIGMA-CNV collaboration and the UK Biobank and identified 28 1q21.1 distal deletion and 22 duplication carriers and 37,088 non-carriers (48% male) derived from 15 distinct magnetic resonance imaging scanner sites. With standardized methods, we compared subcortical and cortical brain measures (all) and cognitive performance (UK Biobank only) between carrier groups also testing for mediation of brain structure on cognition. We identified positive dosage effects of copy number on intracranial volume (ICV) and total cortical surface area, with the largest effects in frontal and cingulate cortices, and negative dosage effects on caudate and hippocampal volumes. The carriers displayed distinct cognitive deficit profiles in cognitive tasks from the UK Biobank with intermediate decreases in duplication carriers and somewhat larger in deletion carriers—the latter potentially mediated by ICV or cortical surface area. These results shed light on pathobiological mechanisms of neurodevelopmental disorders, by demonstrating gene dose effect on specific brain structures and effect on cognitive function., 1000BRAINS: The 1000BRAINS study was funded by the Institute of Neuroscience and Medicine, Research Center Juelich, Germany. We thank the Heinz Nixdorf Foundation (Germany) for the generous support of the Heinz Nixdorf Recall Study on which 1000BRAINS is based. We also thank the scientists and the study staff of the Heinz Nixdorf Recall Study and 1000BRAINS. Funding was also granted by the Initiative and Networking Fund of the Helmholtz Association (Caspers) and the European Union’s Horizon 2020 Research and Innovation Programme under Grant Agreement 945539 (Human Brain Project SGA3; Amunts, Caspers, Cichon). Brainscale: The Brainscale study was supported by the Netherlands Organization for Scientific Research MagW 480-04-004 (Dorret I. Boomsma), 51.02.060 (Hilleke E. Hulshoff Pol), 668.772 (Dorret I. Boomsma and Hilleke E. Hulshoff Pol); NWO/SPI 56-464-14192 (Dorret I. Boomsma), the European Research Council (ERC-230374) (Dorret I. Boomsma), High Potential Grant Utrecht University (Hilleke E.Hulshoff Pol) and NWO Brain and Cognition 433-09-220 (Hilleke E.Hulshoff Pol). Betula: The Betula study was funded by the Knut and Alice Wallenberg (KAW) foundation (Nyberg). The Freesurfer segmentations on the Betula sample were performed on resources provided by the Swedish National Infrastructure for Computing (SNIC) at HPC2N (in Umeå, Sweden), partially funded by the Swedish Research Council through grant agreement no. 2018-05973. Brain Imaging Genetics (BIG): This work makes use of the BIG database, first established in Nijmegen, The Netherlands, in 2007. This resource is now part of Cognomics (www.cognomics.nl), a joint initiative by researchers from the Donders Centre for Cognitive Neuroimaging, the Human Genetics and Cognitive Neuroscience departments of the Radboud University Medical Centre and the Max Planck Institute for Psycholinguistics in Nijmegen. The Cognomics Initiative has received support from the participating departments and centres and from external grants, that is, the Biobanking and Biomolecular Resources Research Infrastructure (Netherlands) (BBMRI-NL), the Hersenstichting Nederland and the Netherlands Organization for Scientific Research (NWO). The research leading to these results also receives funding from the NWO Gravitation grant ‘Language in Interaction’, the European Community’s Seventh Framework Programme (FP7/2007-2013) under grant agreement nos. 602450 (IMAGEMEND), 278948 (TACTICS) and 602805 (Aggressotype), as well as from the European Community’s Horizon 2020 programme under grant agreement no. 643051 (MiND) and from ERC-2010-AdG 268800-NEUROSCHEMA. In addition, the work was supported by a grant for the ENIGMA Consortium (grant number U54 EB020403) from the BD2K Initiative of a cross-NIH partnership. deCODE genetics: deCODE genetics acknowledges support from the Innovative Medicines Initiative Joint Undertaking under grant agreement nos. 115008 (NEWMEDS) and 115300 (EUAIMS), of which resources are composed of EFPIA in-kind contribution and financial contribution from the European Union’s Seventh Framework Programme (EU-FP7/2007-2013), EU-FP7-funded grant agreement no. 602450 (IMAGEMEND) and EU-funded FP7-People-2011-IAPP grant agreement no. 286213 (PsychDPC). Dublin: This work was supported by Science Foundation Ireland (SFI grant 12/IP/1359 to Gary Donohoe and grant SFI08/IN.1/B1916-Corvin to Aidan C. Corvin). ECHO-DEFINE: The ECHO study acknowledges funding from a Medical Research Council (MRC) Centre Grant to Michael J. Owen (G0801418), the Wellcome Trust (Institutional Strategic Support Fund (ISSF) to van den Bree and Clinical Research Training Fellowship to Joanne L. Doherty), the Waterloo Foundation (WF 918-1234 to van den Bree), the Baily Thomas Charitable Fund (2315/1 to van den Bree), National Institute of Mental Health (NIMH 5UO1MH101724 to van den Bree and Michael J. Owen), the IMAGINE-2 study (funded by the MRC (MR/T033045/1) to van den Bree, Jeremy Hall and Michael J. Owen), the IMAGINE-ID study (funded by MRC (MR/N022572/1) to Jeremy Hall, van den Bree and Owen). The DEFINE study was supported by a Wellcome Trust Strategic Award (100202/Z/12/Z) to Michael J. Owen. ENIGMA: ENIGMA is supported in part by NIH grants U54 EB20403, R01MH116147 and R56AG058854. NIA T32AG058507; NIH/NIMH 5T32MH073526. EPIGEN-Dublin: The EPIGEN-Dublin cohort was supported by a Science Foundation Ireland Research Frontiers Programme award (08/RFP/GEN1538). EPIGEN-UK (Sisodiya): The work was partly undertaken at UCLH/UCL, which received a proportion of funding from the UK Department of Health’s NIHR Biomedical Research Centres funding scheme. We are grateful to the Wolfson Trust and the Epilepsy Society for supporting the Epilepsy Society MRI scanner. GAP: This work was supported by the National Institute for Health Research (NIHR) Mental Health Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and the Institute of Psychiatry, Psychology and Neuroscience, King’s College London. The views expressed are those of the authors and not necessarily those of the NHS, the NIHR or the Department of Health. GOBS: The GOBS study data collection was supported in part by the National Institutes of Health (NIH) grants: R01 MH078143, R01 MH078111 and R01 MH083824, with work conducted in part in facilities constructed under the support of NIH grant C06 RR020547. GSP: Data were in part provided by the Brain Genomics Superstruct Project (GSP) of Harvard University and Massachusetts General Hospital (MGH) (Principal Investigators: Randy Buckner, Jordan Smoller and Joshua Roffman), with support from the Center for Brain Science Neuroinformatics Research Group, Athinoula A. Martinos Center for Biomedical Imaging, Center for Genomic Medicine and Stanley Center for Psychiatric Research. Twenty individual investigators at Harvard and MGH generously contributed data to the overall project. We would like to thank Randy Buckner for insightful comments and feedback on this work. HUBIN: The HUBIN study was financed by the Swedish Research Council (K2010-62X-15078-07-2, K2012-61X-15078-09-3, 521-2014-3487 K2015-62X-15077-12-3, 2017-00949), the regional agreement on medical training and clinical research between Stockholm County Council and the Karolinska Institutet. HUNT: The HUNT study is a collaboration between HUNT Research Centre (Faculty of Medicine and Movement Sciences, NTNU—Norwegian University of Science and Technology), Nord-Trøndelag County Council, Central Norway Health Authority and the Norwegian Institute of Public Health. HUNT-MRI was funded by the Liaison Committee between the Central Norway Regional Health Authority and the Norwegian University of Science and Technology, and the Norwegian National Advisory Unit for functional MRI. IMAGEN: This work received support from the following sources: the European Union-funded FP6 Integrated Project IMAGEN (reinforcement-related behaviour in normal brain function and psychopathology) (LSHM-CT- 2007-037286), the Horizon 2020 funded ERC Advanced Grant ‘STRATIFY’ (Brain network based stratification of reinforcement-related disorders) (695313), ERANID (Understanding the Interplay between Cultural, Biological and Subjective Factors in Drug Use Pathways) (PR-ST-0416-10004), BRIDGET (JPND: BRain Imaging, cognition Dementia and next generation GEnomics) (MR/N027558/1), Human Brain Project (HBP SGA 2, 785907),the FP7 projects IMAGEMEND(602450; IMAging GEnetics for MENtal Disorders) and MATRICS (603016), the Innovative Medicine Initiative Project EUAIMS (115300-2), the Medical Research Council Grant ‘c-VEDA’ (Consortium on Vulnerability to Externalizing Disorders and Addictions) (MR/N000390/1), the Swedish Research Council FORMAS, the Medical Research Council, the National Institute for Health Research (NIHR) Biomedical Research Centre at South London and Maudsley NHS Foundation Trust and King’s College London, the Bundesministeriumfür Bildung und Forschung (BMBF grants 01GS08152, 01EV0711; eMED SysAlc01ZX1311A; Forschungsnetz AERIAL 01EE1406A, 01EE1406B), the Deutsche Forschungsgemeinschaft (DFG grants, SM 80/7-2, SFB 940/2), the Medical Research Foundation and Medical Research Council (grants MR/R00465X/1 and MR/S020306/1). Further support was provided by grants from: ANR (project AF12-NEUR0008-01—WM2NA, ANR-12-SAMA-0004), the Eranet Neuron (ANR-18-NEUR00002-01), the Fondation de France (00081242), the Fondation pour la Recherche Médicale (DPA20140629802), the Mission Interministérielle de Lutte-contre-les-Drogues-et-les-Conduites-Addictives (MILDECA), the Assistance-Publique-Hôpitaux-de-Paris and INSERM (interface grant), Paris Sud University IDEX 2012, the Fondation de l’Avenir (grant AP-RM-17-013), the Fédération pour la Recherche sur le Cerveau; the National Institutes of Health, Science Foundation Ireland (16/ERCD/3797), USA (Axon, Testosterone and Mental Health during Adolescence; RO1 MH085772-01A1) and by NIH Consortium grant U54 EB020403, supported by a cross-NIH alliance that funds Big Data to Knowledge Centres of Excellence. Lifespan: The study is funded by the Research Council of Norway (230345, 288083 and 223273). NCNG: NCNG sample collection was supported by grants from the Bergen Research Foundation and the University of Bergen, the Dr Einar Martens Fund, the Research Council of Norway, to le Hellard, Steen and Espeseth. The Bergen group was supported by grants from the Western Norway Regional Health Authority (Grant 911593 to Arvid Lundervold, Grant 911397 and 911687 to Astri Johansen Lundervold). NTR: The NTR cohort was supported by the Netherlands Organization for Scientific Research (NWO) and The Netherlands Organisation for Health Research and Development (ZonMW) grants 904-61-090, 985-10-002, 912-10-020, 904-61-193, 480-04-004,463-06-001, 451-04-034, 400-05-717, Addiction-31160008, 016-115-035, 481-08-011, 056-32-010, Middelgroot-911-09-032, OCW_NWO Gravity programme—024.001.003, NWO-Groot 480-15-001/674, Center for Medical Systems Biology (CSMB, NWO Genomics), NBIC/BioAssist/RK(2008.024), Biobanking and Biomolecular Resources Research Infrastructure (BBMRI-NL, 184.021.007 and 184.033.111); Spinozapremie (NWO-56-464-14192), KNAW Academy Professor Award (PAH/6635) and University Research Fellow grant (URF) to Dorret I. Boomsma; Amsterdam Public Health research institute (former EMGO+), Neuroscience Amsterdam research institute (former NCA); the European Science Foundation (ESF, EU/QLRT-2001-01254), the European Community’s Seventh Framework Programme (FP7- HEALTH-F4-2007-2013, grant 01413: ENGAGE and grant 602768: ACTION); the European Research Council (ERC Starting 284167, ERC Consolidator 771057, ERC Advanced 230374), Rutgers University Cell and DNA Repository (NIMH U24 MH068457-06), the National Institutes of Health (NIH, R01D0042157-01A1, R01MH58799-03, MH081802, DA018673, R01 DK092127-04, Grand Opportunity grants 1RC2 MH089951 and 1RC2 MH089995); the Avera Institute for Human Genetics, Sioux Falls, South Dakota (USA). Part of the genotyping and analyses were funded by the Genetic Association Information Network (GAIN) of the Foundation for the National Institutes of Health. Computing was supported by NWO through grant 2018/EW/00408559, BiG Grid, the Dutch e-Science Grid and SURFSARA. OATS: The OATS study has been funded by a National Health & Medical Research Council (NHMRC) and Australian Research Council (ARC) Strategic Award Grant of the Ageing Well, Ageing Productively Programme (ID No. 401162) and NHMRC Project Grants (ID Nos. 1045325 and 1085606). This research was facilitated through Twins Research Australia, a national resource in part supported by an NHMRC Centre for Research Excellence Grant (ID No.: 1079102). We thank the participants for their time and generosity in contributing to this research. We acknowledge the contribution of the OATS research team (https://cheba.unsw.edu.au/project/older-australian-twins-study) to this study. OATS genotyping was partly funded by a Commonwealth Scientific and Industrial Research Organization Flagship Collaboration Fund Grant. Osaka: Osaka study was supported by the Brain Mapping by Integrated Neurotechnologies for Disease Studies (Brain/MINDS: Grant Number JP18dm0207006), Brain/MINDS& beyond studies (Grant Number JP20dm0307002) and Health and Labour Sciences Research Grants for Comprehensive Research on Persons with Disabilities (Grant Number JP20dk0307081) from the Japan Agency for Medical Research and Development (AMED), Grants-in-Aid for Scientific Research (KAKENHI; Grant Numbers JP25293250 and JP16H05375). Some computations were performed at the Research Center for Computational Science, Okazaki, Japan. PAFIP: The PAFIP study was supported by Instituto de Salud Carlos III, FIS 00/3095, 01/3129, PI020499, PI060507, PI10/00183, the SENY Fundació Research Grant CI2005-0308007 and the FundaciónMarqués de Valdecilla API07/011. Biological samples from our cohort were stored at the Valdecilla Biobank and genotyping services were conducted at the Spanish ‘Centro Nacional de Genotipado’ (CEGEN-ISCIII). MCIC/COBRE: The study is funded by the National Institutes of Health studies R01EB006841, P20GM103472 and P30GM122734 and Department of Energy DE-FG02-99ER62764. PING: Data collection and sharing for the Paediatric Imaging, Neurocognition and Genetics (PING) Study (National Institutes of Health Grant RC2DA029475) were funded by the National Institute on Drug Abuse and the Eunice Kennedy Shriver National Institute of Child Health & Human Development. A full list of PING investigators is at http://pingstudy.ucsd.edu/investigators.html. QTIM: The QTIM study was supported by the National Institute of Child Health and Human Development (R01 HD050735) and the National Health and Medical Research Council (NHMRC 486682, 1009064), Australia. Genotyping was supported by NHMRC (389875). Medland is supported in part by an NHMRC fellowship (APP1103623). SHIP: SHIP is part of the Community Medicine Research net of the University of Greifswald, Germany, which is funded by the Federal Ministry of Education and Research (grant nos. 01ZZ9603, 01ZZ0103 and 01ZZ0403), the Ministry of Cultural Affairs and the Social Ministry of the Federal State of Mecklenburg-West Pomerania. Genome-wide single-nucleotide polymorphism typing in SHIP and MRI scans in SHIP and SHIP-TREND have been supported by a joint grant from Siemens Healthineers, Erlangen, Germany and the Federal State of Mecklenburg-West Pomerania. StrokeMRI: StrokeMRI was supported by the Norwegian ExtraFoundation for Health and Rehabilitation(2015/FO5146), the Research Council of Norway (249795, 262372), the South-Eastern Norway Regional Health Authority (2014097, 2015044, 2015073) and the Department of Psychology, University of Oslo. Sydney MAS: The Sydney Memory and Aging Study (Sydney MAS) is funded by National and HealthMedical Research Council (NHMRC) Programme and Project Grants (ID350833, ID568969 and ID109308). We also thank the Sydney MAS participants and the Research Team. SYS: The SYS Study is supported by Canadian Institutes of Health Research. TOP: Centre of Excellence: RCN #23273 and RCN #226971. Part of this work was performed on the TSD (Tjeneste for Sensitive Data) facilities, owned by the University of Oslo, operated and developed by the TSD service group at the University of Oslo, IT-Department (USIT) (tsd-drift@usit.uio.no). The research leading to these results has received funding from the European Union Seventh Framework Programme (FP7-PEOPLE-2013-COFUND) under grant agreement no. 609020—Scientia Fellows; the Research Council of Norway (RCN) #276082—A lifespan perspective on mental illness: toward precision medicine using multimodal brain imaging and genetics. Ida E. Sønderby and Rune Bøen are supported by South-Eastern Norway Regional Health Authority (#2020060). Ida E. Sønderby and Ole A. Andreassen have received funding from the European Union’s Horizon 2020 Research and Innovation Programme under Grant agreement no. 847776 (CoMorMent project) and the KG Jebsen Foundation (SKGJ-MED-021). UCLA_UMCU: The UCLA_UMCU cohort comprises of six studies which were supported by National Alliance for Research in Schizophrenia and Affective Disorders (NARSAD) (20244 to Prof. Hillegers), The Netherlands Organisation for Health Research and Development (ZonMw) (908-02-123 to Prof. Hulshoff Pol), and Netherlands Organisation for Scientific Research (NWO 9120818 and NWO-VIDI 917-46-370 to Prof. Hulshoff Pol). The GROUP study was funded through the Geestkracht programme of the Dutch Health Research Council (ZonMw, grant number 10-000-1001), and matching funds from participating pharmaceutical companies (Lundbeck, AstraZeneca, Eli Lilly and Janssen Cilag) and universities and mental health care organizations (Amsterdam: Academic Psychiatric Centre of the Academic Medical Center and the mental health institutions: GGZ inGeest, Arkin, Dijk en Duin, GGZ Rivierduinen, Erasmus Medical Centre, GGZ Noord-Holland-Noord. Groningen: University Medical Center Groningen and the mental health institutions: Lentis, GGZ Friesland, GGZ Drenthe, Dimence, Mediant, GGNet Warnsveld, Yulius Dordrecht and Parnassia Psycho-medical Center, The Hague. Maastricht: Maastricht University Medical Centre and the mental health institutions: GGzE, GGZ Breburg, GGZ Oost-Brabant, Vincent van Gogh, voor Geestelijke Gezondheid, Mondriaan, Virenzeriagg, Zuyderland GGZ, MET ggz, Universitair Centrum Sint-JozefKortenberg, CAPRI University of Antwerp, PC Ziekeren Sint-Truiden, PZ Sancta Maria Sint-Truiden, GGZ Overpelt, OPZ Rekem. Utrecht: University Medical Center Utrecht and the mental health institutions: Altrecht, GGZ Centraal and Delta.). UK Biobank: This work made use of data sharing from UK Biobank (under project code 27412). Others: Work by Pierre Vanderhaeghen was funded by Grants of the European Research Council (ERC Adv Grant GENDEVOCORTEX), the EOS Programme, the Belgian FWO, the AXA Research Fund and the Belgian Queen Elizabeth Foundation. Ikuo K. Suzuki was supported by a postdoctoral fellowship of the FRS/FNRS.
Published: 2021

122. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

Author: James McKay, Frank Bellivier, Mark A. Frye, Bertram Müller-Myhsok, Fermín Mayoral, I. Nicol Ferrier, Marion Leboyer, Fabian Streit, Dan J. Stein, James L. Kennedy, Christine Søholm Hansen, Scott D. Gordon, Beata Świątkowska, Valentina Escott-Price, Michael Bauer, Lina Martinsson, Donald J. MacIntyre, Oleksandr Frei, Daniel J. Smith, Sara A. Paciga, Takeo Saito, Jennifer L. Moran, Verneri Antilla, C Pantelis, Tomas Olsson, Swapnil Awasthi, Lena Backlund, Eirini Maratou, Martin Schalling, John B. Vincent, Niamh Mullins, Sarah E. Bergen, Niamh L. O'Brien, Marco P. Boks, Carsten Bøcker Pedersen, Mikael Landén, Franziska Degenhardt, Hang Zhou, Margarita Rivera, Andrew M. McIntosh, Manuel Mattheisen, Shawn Levy, Roy H. Perlis, John P. Rice, Sigurdur H. Magnusson, Amanda Dobbyn, Michael Conlon O'Donovan, Julien Bryois, Wolfgang Maier, John-Anker Zwart, J. Raymond DePaulo, Martin Alda, Laura G. Sloofman, Friederike Sophie David, James A. Knowles, Aiden Corvin, Thomas G. Schulze, Markus M. Nöthen, Nolan Kamitaki, Nina Dalkner, Brandon J. Coombes, Gustavo Turecki, Allan H. Young, Caroline M. Nievergelt, Patricia T. Michie, Ingrid Agartz, Towfique Raj, Diego Albani, Maria Grigoroiu-Serbanescu, Bernhard T. Baune, Kyooseob Ha, Vincent Millischer, Engilbert Sigurdsson, Eva C. Beins, Nicholas G. Martin, Gulja Babadjanova, Josef Frank, Eva Z. Reininghaus, Patrick F. Sullivan, Ian R. Gizer, Guy A. Rouleau, Carmel M. Loughland, Christine Lochner, Thorsten M. Kranz, Amy Perry, Arne E. Vaaler, Mariam M. Al Eissa, Simon Xi, Claire O'Donovan, Josep Antoni Ramos-Quiroga, Ketil J. Oedegaard, Helmut Vedder, Carol A. Mathews, Panagiotis Ferentinos, Tim B. Bigdeli, Derek W. Morris, Per Hoffmann, Mark Hyman Rapaport, Peter P. Zandi, Michael John Owen, Douglas M. Ruderfer, Anders D. Børglum, Catharina Lavebratt, Thorgeir E. Thorgeirsson, Paul A. Tooney, Michiaki Kubo, Steven A. Kushner, Jan Hillert, Loes M. Olde Loohuis, Anastasia Antoniou, Murielle Brum, Chikashi Terao, Nathaniel W. McGregor, Fabio Rivas, James B. Potash, Kevin S. O’Connell, Susanne Lucae, Brian M. Schilder, Katrin Gade, Stephan Ripke, Kristina Adorjan, Kari Stefansson, Tiffany A. Greenwood, Panos Roussos, Sarah Kittel-Schneider, Steven A. McCarroll, Sergi Papiol, Heon Jeong Lee, Assen Jablensky, Liliya Abramova, Dennis Hellgren, Jonas Bybjerg-Grauholm, Martin Lundberg, Hong-Hee Won, William Byerley, Lars Alfredsson, Joel Gelernter, Andrew McQuillin, Claire Slaney, Marta Ribasés, Stephanie H. Witt, Yoichiro Kamatani, Kyung Sue Hong, Marie Bækvad-Hansen, María Soler Artigas, Julie M. Cunningham, Fanny Senner, Stacy Steinberg, Paul D. Shilling, Nakao Iwata, Eystein Stordal, Armin Birner, Sarah E. Medland, Miquel Casas, Ben Michael Brumpton, Erlend Bøen, Bryan J. Mowry, Jolanta Lissowska, Francis J. McMahon, Howard J. Edenberg, Grant W. Montgomery, John I. Nurnberger, Stéphane Jamain, Claudio Toma, Ney Alliey-Rodriguez, Ole Mors, Micha Gawlik, David Curtis, Catrin Lewis, Evangelia-Eirini Tsermpini, Georgia Panagiotaropoulou, Marcella Rietschel, Jessica Yang, Ian Jones, Eduard Vieta, Ole A. Andreassen, Richard M. Myers, Dimitris Dikeos, Melissa J. Green, Janet L. Sobell, Maria Koromina, Piotr M. Czerski, Lilijana Oruc, Sven Cichon, Udo Dannlowski, Bruno Etain, Monika Budde, Alessia Fiorentino, Naomi R. Wray, Qingqin S. Li, Murray J. Cairns, Jonathan R. I. Coleman, Jose Guzman-Parra, Andreas J. Forstner, Hannah Young, Alfredo B. Cuellar-Barboza, Julian Roth, Torbjørn Elvsåshagen, Zhen Qiao, Thomas Werge, Athanassios Douzenis, Cristiana Cruceanu, Rolf Adolfsson, Peter Holmans, Vaughan J. Carr, Thomas W. Weickert, Masashi Ikeda, Joanna M. Biernacka, Lea Sirignano, Adam X. Maihofer, Ralph W. Kupka, John Strauss, Anders M. Dale, Elliot S. Gershon, Jakob Grove, Arianna Di Florio, Helena Medeiros, Ingrid Melle, Preben Bo Mortensen, Kristi Krebs, Saskia P. Hagenaars, Liz Forty, Stanley V. Catts, David M. Hougaard, Marianne Giørtz Pedersen, Andreas Reif, Toni-Kim Clarke, Anne T. Spijker, Danielle Posthuma, Manolis Kogevinas, Michael Boehnke, Rosa Bosch, Gerome Breen, Benjamin M. Neale, Jessica S. Johnson, Katherine Gordon-Smith, Cristina Sánchez-Mora, Alexander W. Charney, Henry R. Kranzler, Digby Quested, René S. Kahn, Lili Milani, Merete Nordentoft, Nathalie Brunkhorst-Kanaan, Laura M. Huckins, James T.R. Walters, Sigrid Børte, Antonio F. Pardiñas, Kristian Hveem, Julie Garnham, Jacob Lawrence, Vassily Trubetskoy, Rodney J. Scott, Nicholas Bass, Carlos N. Pato, Andrea Pfennig, Wei Xu, Calwing Liao, Nicholas John Craddock, Thomas Damm Als, Christina M. Hultman, Fernando S. Goes, Adebayo Anjorin, Evgenia Porichi, Frans Henskens, Nelson B. Freimer, Janice M. Fullerton, Cathryn M. Lewis, Srdjan Djurovic, Roel A. Ophoff, Phil Lee, Peter McGuffin, Gunnar Morken, George P. Patrinos, Alessandro Serretti, Cynthia Shannon Weickert, Pablo Cervantes, Bendik S. Winsvold, Tatiana Foroud, Tõnu Esko, Ulrich Schall, Michele T. Pato, Ji Hyun Baek, John R. Kelsoe, Olav B. Smeland, Janos Kalman, Eva C. Schulte, Joanna Hauser, Urs Heilbronner, Magnús Haraldsson, Martin Hautzinger, Lea Zillich, Eline J. Regeer, Douglas Blackwood, Laura J. Scott, Jordan W. Smoller, Michael J. Gandal, Marquis P. Vawter, Philip B. Mitchell, Ole Kristian Drange, Peter R. Schofield, Susanne Bengesser, Stefan Herms, George Kirov, Markus Leber, Louise Frisén, Thomas W. Mühleisen, Susan L. McElroy, Irwin D. Waldman, Wade H. Berrettini, Sally I. Sharp, Minsoo Kim, Lisa Jones, Eli A. Stahl, Hreinn Stefansson, Esben Agerbo, Dolores Malaspina, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, Psychiatry, APH - Mental Health, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Human genetics, Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, Amsterdam Reproduction & Development (AR&D), APH - Digital Health, Mullins N., Forstner A.J., O'Connell K.S., Coombes B., Coleman J.R.I., Qiao Z., Als T.D., Bigdeli T.B., Borte S., Bryois J., Charney A.W., Drange O.K., Gandal M.J., Hagenaars S.P., Ikeda M., Kamitaki N., Kim M., Krebs K., Panagiotaropoulou G., Schilder B.M., Sloofman L.G., Steinberg S., Trubetskoy V., Winsvold B.S., Won H.-H., Abramova L., Adorjan K., Agerbo E., Al Eissa M., Albani D., Alliey-Rodriguez N., Anjorin A., Antilla V., Antoniou A., Awasthi S., Baek J.H., Baekvad-Hansen M., Bass N., Bauer M., Beins E.C., Bergen S.E., Birner A., Bocker Pedersen C., Boen E., Boks M.P., Bosch R., Brum M., Brumpton B.M., Brunkhorst-Kanaan N., Budde M., Bybjerg-Grauholm J., Byerley W., Cairns M., Casas M., Cervantes P., Clarke T.-K., Cruceanu C., Cuellar-Barboza A., Cunningham J., Curtis D., Czerski P.M., Dale A.M., Dalkner N., David F.S., Degenhardt F., Djurovic S., Dobbyn A.L., Douzenis A., Elvsashagen T., Escott-Price V., Ferrier I.N., Fiorentino A., Foroud T.M., Forty L., Frank J., Frei O., Freimer N.B., Frisen L., Gade K., Garnham J., Gelernter J., Giortz Pedersen M., Gizer I.R., Gordon S.D., Gordon-Smith K., Greenwood T.A., Grove J., Guzman-Parra J., Ha K., Haraldsson M., Hautzinger M., Heilbronner U., Hellgren D., Herms S., Hoffmann P., Holmans P.A., Huckins L., Jamain S., Johnson J.S., Kalman J.L., Kamatani Y., Kennedy J.L., Kittel-Schneider S., Knowles J.A., Kogevinas M., Koromina M., Kranz T.M., Kranzler H.R., Kubo M., Kupka R., Kushner S.A., Lavebratt C., Lawrence J., Leber M., Lee H.-J., Lee P.H., Levy S.E., Lewis C., Liao C., Lucae S., Lundberg M., MacIntyre D.J., Magnusson S.H., Maier W., Maihofer A., Malaspina D., Maratou E., Martinsson L., Mattheisen M., McCarroll S.A., McGregor N.W., McGuffin P., McKay J.D., Medeiros H., Medland S.E., Millischer V., Montgomery G.W., Moran J.L., Morris D.W., Muhleisen T.W., O'Brien N., O'Donovan C., Olde Loohuis L.M., Oruc L., Papiol S., Pardinas A.F., Perry A., Pfennig A., Porichi E., Potash J.B., Quested D., Raj T., Rapaport M.H., DePaulo J.R., Regeer E.J., Rice J.P., Rivas F., Rivera M., Roth J., Roussos P., Ruderfer D.M., Sanchez-Mora C., Schulte E.C., Senner F., Sharp S., Shilling P.D., Sigurdsson E., Sirignano L., Slaney C., Smeland O.B., Smith D.J., Sobell J.L., Soholm Hansen C., Soler Artigas M., Spijker A.T., Stein D.J., Strauss J.S., Swiatkowska B., Terao C., Thorgeirsson T.E., Toma C., Tooney P., Tsermpini E.-E., Vawter M.P., Vedder H., Walters J.T.R., Witt S.H., Xi S., Xu W., Yang J.M.K., Young A.H., Young H., Zandi P.P., Zhou H., Zillich L., Adolfsson R., Agartz I., Alda M., Alfredsson L., Babadjanova G., Backlund L., Baune B.T., Bellivier F., Bengesser S., Berrettini W.H., Blackwood D.H.R., Boehnke M., Borglum A.D., Breen G., Carr V.J., Catts S., Corvin A., Craddock N., Dannlowski U., Dikeos D., Esko T., Etain B., Ferentinos P., Frye M., Fullerton J.M., Gawlik M., Gershon E.S., Goes F.S., Green M.J., Grigoroiu-Serbanescu M., Hauser J., Henskens F., Hillert J., Hong K.S., Hougaard D.M., Hultman C.M., Hveem K., Iwata N., Jablensky A.V., Jones I., Jones L.A., Kahn R.S., Kelsoe J.R., Kirov G., Landen M., Leboyer M., Lewis C.M., Li Q.S., Lissowska J., Lochner C., Loughland C., Martin N.G., Mathews C.A., Mayoral F., McElroy S.L., McIntosh A.M., McMahon F.J., Melle I., Michie P., Milani L., Mitchell P.B., Morken G., Mors O., Mortensen P.B., Mowry B., Muller-Myhsok B., Myers R.M., Neale B.M., Nievergelt C.M., Nordentoft M., Nothen M.M., O'Donovan M.C., Oedegaard K.J., Olsson T., Owen M.J., Paciga S.A., Pantelis C., Pato C., Pato M.T., Patrinos G.P., Perlis R.H., Posthuma D., Ramos-Quiroga J.A., Reif A., Reininghaus E.Z., Ribases M., Rietschel M., Ripke S., Rouleau G.A., Saito T., Schall U., Schalling M., Schofield P.R., Schulze T.G., Scott L.J., Scott R.J., Serretti A., Shannon Weickert C., Smoller J.W., Stefansson H., Stefansson K., Stordal E., Streit F., Sullivan P.F., Turecki G., Vaaler A.E., Vieta E., Vincent J.B., Waldman I.D., Weickert T.W., Werge T., Wray N.R., Zwart J.-A., Biernacka J.M., Nurnberger J.I., Cichon S., Edenberg H.J., Stahl E.A., McQuillin A., Di Florio A., Ophoff R.A., Andreassen O.A., IMRB - 'Neuropsychiatrie translationnelle' [Créteil] (U955 Inserm - UPEC), Institut Mondor de Recherche Biomédicale (IMRB), Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12)-Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR10-Université Paris-Est Créteil Val-de-Marne - Paris 12 (UPEC UP12), Centre International de Recherche contre le Cancer - International Agency for Research on Cancer (CIRC - IARC), Organisation Mondiale de la Santé / World Health Organization Office (OMS / WHO), Optimisation thérapeutique en Neuropsychopharmacologie (OPTeN (UMR_S_1144 / U1144)), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Groupe Hospitalier Saint Louis - Lariboisière - Fernand Widal [Paris], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), and Etain, Bruno
Subjects: Multifactorial Inheritance, Bipolar Disorder, [SDV.MHEP.PSM] Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, Medizin, Genome-wide association study, Major Histocompatibility Complex/genetics, Major Histocompatibility Complex, 0302 clinical medicine, Risk Factors, MESH: Risk Factors, MESH: Bipolar Disorder, Chromosomes, Human, Spectrum disorder, Genetics, 0303 health sciences, Bipolar Disorder/genetics, MESH: Genetic Predisposition to Disease, MESH: Case-Control Studies, Phenotype, Schizophrenia, Synaptic signaling, Case-Control Studie, Human, Quantitative Trait Loci, Biology, MESH: Phenotype, MESH: Chromosomes, Human, Article, 03 medical and health sciences, MESH: Major Histocompatibility Complex, SDG 3 - Good Health and Well-being, ddc:570, medicine, Humans, Genetic Predisposition to Disease, Bipolar disorder, Multifactorial Inheritance/genetics, MESH: Genome, Human, 030304 developmental biology, MESH: Humans, Genome, Human, Risk Factor, Chromosomes, Human/genetics, Mental illness, medicine.disease, MESH: Quantitative Trait Loci, Human genetics, Psychologie, Case-Control Studies, [SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, MESH: Genome-Wide Association Study, Expression quantitative trait loci, MESH: Multifactorial Inheritance, Quantitative Trait Loci/genetics, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: International audience; Bipolar disorder is a heritable mental illness with complex etiology. We performed a genome-wide association study of 41,917 bipolar disorder cases and 371,549 controls of European ancestry, which identified 64 associated genomic loci. Bipolar disorder risk alleles were enriched in genes in synaptic signaling pathways and brain-expressed genes, particularly those with high specificity of expression in neurons of the prefrontal cortex and hippocampus. Significant signal enrichment was found in genes encoding targets of antipsychotics, calcium channel blockers, antiepileptics and anesthetics. Integrating expression quantitative trait locus data implicated 15 genes robustly linked to bipolar disorder via gene expression, encoding druggable targets such as HTR6, MCHR1, DCLK3 and FURIN. Analyses of bipolar disorder subtypes indicated high but imperfect genetic correlation between bipolar disorder type I and II and identified additional associated loci. Together, these results advance our understanding of the biological etiology of bipolar disorder, identify novel therapeutic leads and prioritize genes for functional follow-up studies.
Published: 2021

123. Shared genetic risk between eating disorder- and substance-use-related phenotypes: Evidence from genome-wide association studies

Author: Samuel Kuperman, Leila Karhunen, Geòrgia Escaramís, Sébastien Guillaume, Kelly L. Klump, David C. Whiteman, Colin A. Hodgkinson, Stephanie H. Witt, Artemis Tsitsika, Hana Papezova, Renato Polimanti, P. Eline Slagboom, Peter Zill, Jakob Grove, Toni-Kim Clarke, Michael Soyka, Jennifer Jordan, Steven Gallinger, Philip Gorwood, Preben Bo Mortensen, Yuri Milaneschi, Ingrid Meulenbelt, Jen Chyong Wang, Markus M. Nöthen, Katrin Männik, Henry R. Kranzler, Michael M. Vanyukov, Anna Keski-Rahkonen, William G. Iacono, Raymond K. Walters, Stephanie Le Hellard, Bochao Danae Lin, Vesna Boraska Perica, Marion Roberts, Patrick F. Sullivan, Steven Crawford, Mark A. Frye, Melissa A. Munn-Chernoff, Hakon Hakonarson, Andreas Birgegård, Robert Culverhouse, Alexis C. Edwards, Jerome C. Foo, Alessandro Rotondo, Brenda W.J.H. Penninx, Laura M. Hack, Michael T. Lynskey, Mario Maj, Alessio Maria Monteleone, Ted Reichborn-Kjennerud, Julie K. O'Toole, Marta Tyszkiewicz-Nwafor, Matt McGue, Julien Bryois, Martina de Zwaan, Norbert Dahmen, Stefanie Heilmann-Heimbach, Deborah Kaminská, Benedetta Nacmias, Nicholas G. Martin, Anna R. Docherty, Christopher Hübel, Nancy L. Pedersen, Janet Treasure, William E. Copeland, Roger A.H. Adan, Jaakko Kaprio, Aarno Palotie, L. John Horwood, Maria La Via, Philippe Courtet, Virpi M. Leppä, Judy L. Silberg, Jason D. Boardman, Fazil Aliev, Wade H. Berrettini, Doo Sup Choi, Youl-Ri Kim, Konstantinos Hatzikotoulas, Harriet de Wit, Sandra A. Brown, Elisabeth Widen, Caroline Hayward, Nicholas J. Schork, Penelope A. Lind, Ralph E. Tarter, Jana Strohmaier, Allan S. Kaplan, Richard A. Grucza, Bradley T. Webb, Angela Favaro, Dalila Pinto, Helena Gaspar, Andrew W. Bergen, Beate Herpertz-Dahlmann, Robert Levitan, Wolfgang Gäbel, Xavier Estivill, Emma C. Johnson, Konstantinos Tziouvas, Lindsay A. Farrer, Lenka Foretova, Marc A. Schuckit, Joanna M. Biernacka, André Scherag, Robbee Wedow, Abraham A. Palmer, Amy E. Adkins, Franziska Degenhardt, Louisa Degenhardt, Jurjen J. Luykx, Marius Lahti-Pulkkinen, Brien P. Riley, Monika Ridinger, Matteo Cassina, Harry Brandt, Yiran Guo, Stephan Ripke, Palmiero Monteleone, Katri Räikkönen, Jonathan R. I. Coleman, Martin A. Kennedy, Stephen W. Scherer, Ioanna Tachmazidou, Catherine M. Olsen, Bernice Porjesz, Esther Walton, Yi-Ling Chou, Nicolas Ramoz, Tetsuya Ando, Andres Metspalu, Bertram Müller-Myhsok, Brion S. Maher, Sarah Bertelsen, Melanie L. Schwandt, Janiece E. DeSocio, Margaret Keyes, John F. Pearson, Dongbing Lai, Paul Lichtenstein, James MacKillop, George Dedoussis, Jari Lahti, Ulrike Schmidt, Stefan Ehrlich, Amanda G. Wills, Teemu Palviainen, David Goldman, Elena Tenconi, Dimitris Dikeos, Scott I. Vrieze, Sietske G. Helder, Katharina Buehren, Hongyu Zhao, Sara McDevitt, Jolanta Lissowska, Joseph M. Boden, Li-Shiun Chen, Susanne Lucae, Sara Marsal, Dan Rujescu, Claes Norring, Howard J. Edenberg, Victor M. Karpyak, Fragiskos Gonidakis, Per Hoffmann, Christopher S. Franklin, Karin Egberts, Johanna Giuranna, Stefan Herms, Leah Wetherill, Stephanie Zerwas, Anthony Batzler, Elliot C. Nelson, Jouke-Jan Hottenga, Marcella Rietschel, Ioanna Ntalla, Victor Hesselbrock, Sarah M. Hartz, Marie Navratilova, Falk Kiefer, Martien J H Kas, Richard J. Rose, Andrew C. Heath, Jin P. Szatkiewicz, Lenka Slachtova, Lisa Lilenfeld, Katherine A. Halmi, John P. Rice, Anjali K. Henders, Christian Dina, Norbert Wodarz, Satu Männistö, Hamdi Mbarek, Shuyang Yao, Vladimir Janout, Alison Goate, Bettina Konte, Alexandra Schosser, Danfeng Chen, Kirsty Kiezebrink, Euijung Ryu, Dana B. Hancock, James Mitchell, Sarah E. Medland, Ina Giegling, Valdo Ricca, Scott D. Gordon, Gabrielle Koller, Samuli Ripatti, Laura M. Thornton, Alison D. Murray, Morten Mattingsdal, Zeynep Yilmaz, Jens Treutlein, Kathleen K. Bucholz, Tim B. Bigdeli, Eric F. van Furth, Hermine H. Maes, Ken B. Hanscombe, Sandra Sanchez-Roige, Daniela Degortes, Monica Forzan, Manuel Mattheisen, Richard Sherva, Scott J. Crow, Mikael Landén, Wolfgang Herzog, Jeanette N. McClintick, Tõnu Esko, Louis Fox, Wolfgang Maier, Liselotte Petersen, Laura J. Bierut, Roseann E. Peterson, Gursharan Kalsi, Kathleen Mullan Harris, Margarita C T Slof-Op 't Landt, Tamara L. Wall, Patrik K. E. Magnusson, Unna N. Danner, Stephan Zipfel, Ulrich W. Preuss, Elisa Docampo, D. Blake Woodside, Alfonso Tortorella, Benjamin W. Domingue, Franziska Ritschel, Johan G. Eriksson, Anu Raevuori, Benjamin M. Neale, Marcus Ising, Annemarie A. van Elburg, Filip Rybakowski, Maureen Reynolds, Tracey D. Wade, Manfred M. Fichter, Monica Gratacos Mayora, Claudette Boni, Andreas J. Forstner, John Whitfield, Silviu Alin Bacanu, Matthew B. McQueen, Andrew M. McIntosh, Norbert Scherbaum, Tatiana Foroud, Gun Peggy Knudsen, Sven Cichon, Christian J. Hopfer, Josef Frank, Eleftheria Zeggini, Federica Tozzi, Nadia Micali, Danielle M. Dick, Pamela A. F. Madden, Christian R. Marshall, Johannes Hebebrand, Fernando Fernández-Aranda, Roel A. Ophoff, Roland Burghardt, Nathaniel Thomas, Leonid Padyukov, Nancy L. Saccone, Anu Loukola, Fabian Streit, James L. Kennedy, Jessica H. Baker, Peter McGuffin, Walter H. Kaye, Pei Hong Shen, Anne Farmer, Roger D. Cone, Ilka Boehm, Jacquelyn L. Meyers, Paolo Santonastaso, Maurizio Clementi, Susana Jiménez-Murcia, Gudrun Wagner, Anke Hinney, Richard Parker, James I. Hudson, Nathan A. Gillespie, Michael Strober, John I. Nurnberger, Sandro Sorbi, Dorret I. Boomsma, Beata Świątkowska, Janne Tidselbak Larsen, Kenneth S. Kendler, Hidetoshi Inoko, Jessica E. Salvatore, Hunna J. Watson, Jochen Seitz, Jacques Pantel, Karl Mann, Hang Zhou, Antonio Julià, Oliver S. P. Davis, Nancy Diazgranados, Krista Fischer, John K. Hewitt, Karen S. Mitchell, Joanna Hauser, Eric O. Johnson, Craig Johnson, E. Jane Costello, Agnieszka Słopień, Dong Li, Laramie E. Duncan, Arpana Agrawal, Grant W. Montgomery, Manuel Föcker, Thomas Werge, Lannie Ligthart, Andreas Karwautz, Raquel Rabionet, Kenneth Krauter, Joel Gelernter, James J. Crowley, Cynthia M. Bulik, Paola Giusti-Rodríguez, Laura M. Huckins, Gerome Breen, Michael C. Stallings, Daniel E. Adkins, Pierre J. Magistretti, John Kramer, Lars Alfredsson, Hartmut Imgart, Annette M. Hartmann, Ole A. Andreassen, Monika Dmitrzak-Weglarz, Psychiatry, University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), Department Psychiatry [Chapel Hill], University of North Carolina System (UNC)-University of North Carolina System (UNC), Washington University School of Medicine in St. Louis, Washington University in Saint Louis (WUSTL), Institute of Psychiatry, Psychology & Neuroscience, King's College London, King‘s College London, Harvard Medical School [Boston] (HMS), Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], QIMR Berghofer Medical Research Institute, Karolinska Institutet [Stockholm], University Children's Hospital of Essen [Essen, Germany], University of Duisburg-Essen, Aarhus University [Aarhus], Stockholm County Council, University of Würzburg, Guy's Hospital [London], University Medical Center [Utrecht], University of Gothenburg (GU), Altrecht Center for Eating Disorders Rintveld [Zeist, The Netherlands] (Mental Health Institute), National Institute of Mental Health [Tokyo, Japan] (NIMH), National Center of Neurology and Psychiatry [Tokyo, Japan], University of Oslo (UiO), Norwegian Centre for Mental Disorders Research [Oslo] (NORMENT), University of Oslo (UiO)-Haukeland University Hospital, University of Bergen (UiB)-University of Bergen (UiB)-Oslo University Hospital [Oslo], Department of Psychiatry [Philadelphia], University of Pennsylvania [Philadelphia], Perelman School of Medicine, Technische Universität Dresden = Dresden University of Technology (TU Dresden), Institut de psychiatrie et neurosciences (U894 / UMS 1266), Université Paris Descartes - Paris 5 (UPD5)-Institut National de la Santé et de la Recherche Médicale (INSERM), University of Split, The Wellcome Trust Sanger Institute [Cambridge], RWTH Aachen University, Universitätsklinikum Frankfurt, Universita degli Studi di Padova, University Hospital Basel [Basel], Jülich Supercomputing Centre (JSC), Forschungszentrum Jülich GmbH | Centre de recherche de Juliers, Helmholtz-Gemeinschaft = Helmholtz Association-Helmholtz-Gemeinschaft = Helmholtz Association, Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Neuropsychiatrie : recherche épidémiologique et clinique (PSNREC), Université Montpellier 1 (UM1)-Université de Montpellier (UM)-Institut National de la Santé et de la Recherche Médicale (INSERM), University of Minnesota System, University of Bristol [Bristol], Hannover Medical School [Hannover] (MHH), Harokopio University of Athens, Seattle University [Seattle], Virginia Commonwealth University (VCU), University of Athens Medical School [Athens], unité de recherche de l'institut du thorax UMR1087 UMR6291 (ITX), Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Poznan University of Medical Sciences [Poland] (PUMS), Institute of Environmental Science and Technology [Barcelona] (ICTA), Universitat Autònoma de Barcelona (UAB), Massachusetts General Hospital [Boston], Stanford University, MetaGenoPolis (MGP (US 1367)), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Estonian Genome and Medicine, University of Tartu, Universitat Pompeu Fabra [Barcelona] (UPF), MRC Social, Genetic and Developmental Psychiatry Centre (SGDP), The Institute of Psychiatry-King‘s College London, Department of Psychiatry (IDIBELL), CIBERobn Fisiopatología de la Obesidad y Nutrición-University Hospital of Bellvitge, Ludwig-Maximilians-Universität München (LMU), Infectious diseases division, Department of internal medicine, University of Münster, Masaryk Memorial Cancer Institute, Masaryk Memorial Cancer Institute (RECAMO), Universitätsklinikum Bonn (UKB), Familial Gastrointestinal Cancer Registry, Mount Sinai Hospital [Toronto, Canada] (MSH), Medstar Research Institute, Universität Duisburg-Essen [Essen], National and Kapodistrian University of Athens (NKUA), Children’s Hospital of Philadelphia (CHOP ), The Center for Applied Genomics, Psychiatric Genetic Unit, Poznan University of Medical Sciences, Department of Child and Adolescent Psychiatry and Psychotherapy, LVR-Klinikum Essen, Centre for Epidemiology and Biostatistics, Faculty of Medicine and Health Leeds, University of Leeds, Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Heidelberg University Hospital [Heidelberg], Icahn School of Medicine at Mount Sinai [New York] (MSSM), School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, 4072, Australia., Parkland-Klinik [Bad Wildungen-Reinhardshausen, Germany], Tokai University, Department of Epidemiology and Public Health [university of Ostrava], Lékařská fakulta / Faculty of Medicine [University of Ostrava], Ostravská univerzita / University of Ostrava-Ostravská univerzita / University of Ostrava, Vall d'Hebron University Hospital [Barcelona], Charles University [Prague] (CU), University of Eastern Finland, Medizinische Universität Wien = Medical University of Vienna, Centre de toxicomanie et de santé mentale [Toronto, ON, Canada], University of Helsinki, University of Aberdeen, Faculty of Science, J.E. Purkinje University, J. E. Purkinje University, Michigan State University System, Norwegian Institute of Public Health [Oslo] (NIPH), Haukeland University Hospital, University of Bergen (UiB), Ingénierie Moléculaire et Physiopathologie Articulaire (IMoPA), Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), The Chicago School of Professional Psychology [Washington, District of Columbia, USA] (Washington DC Campus), Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Brain and Mind Institute, Ecole Polytechnique Fédérale de Lausanne (EPFL), Department of Psychiatry, University of Napoli, Center for Integrative Genomics - Institute of Bioinformatics, Génopode (CIG), Swiss Institute of Bioinformatics [Lausanne] (SIB), Université de Lausanne (UNIL)-Université de Lausanne (UNIL), Program in Genetics and Genomic Biology, Hospital for Sick Children-University of Toronto McLaughlin Centre, KG Jebsen Centre for Psychosis Research, University of Oslo (UiO)-Institute of Clinical Medicine-Oslo University Hospital [Oslo], University College Cork (UCC), Section Molecular Epidemiology, Leiden University Medical Center (LUMC), Institute of Psychiatry, King's College, VA Boston Healthcare System, Università degli studi della Campania 'Luigi Vanvitelli', Università degli Studi di Firenze = University of Florence [Firenze] (UNIFI), Kartini Clinic [Portland, Oregon, USA], University Medical Center [Utrecht]-Brain Center Rudolf Magnus, Head of Medical Sequencing, Vanderbilt University School of Medicine [Nashville], The Hospital for sick children [Toronto] (SickKids), Center for Genomic Regulation (CRG-UPF), CIBER de Epidemiología y Salud Pública (CIBERESP), Department of Medical Epidemiology and Biostatistics (MEB), University of Pisa - Università di Pisa, Division of Psychiatric Genomics, Institute of Medical Informatics, Biometry and Epidemiology, Department of Molecular and Experimental Medicine, The Scripps Research Institute, The Scripps Research Institute, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University-Medical Research Council, Leiden University Medical Center (LUMC), Center for Eating Disorders Ursula [Leiden, The Netherlands] (Rivierduinen), Medical University of Łódź (MUL), The Jackson Laboratory [Bar Harbor] (JAX), Neurosciences Centre of Excellence in Drug Discovery, GlaxoSmithKline Research and Development, Utrecht University [Utrecht], SURFACES, Institut de recherches sur la catalyse et l'environnement de Lyon (IRCELYON), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS), Centre épigénétique et destin cellulaire (EDC (UMR_7216)), Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), Human Genetics, Internal Medicine [Tuebingen, Germany], Tuebingen University [Germany], Oregon Research Institute (ORI), University of Otago [Dunedin, Nouvelle-Zélande], The Center for Eating Disorders at Sheppard Pratt [Baltimore, MD, USA], Weill Medical College of Cornell University [New York], Eating Recovery Center [Denver, CO, USA], Centre for Addiction and Mental Health [Toronto, ON, Canada], University of California [San Diego] (UC San Diego), University of California, Jet Propulsion Laboratory (JPL), NASA-California Institute of Technology (CALTECH), David Geffen School of Medicine [Los Angeles], University of California [Los Angeles] (UCLA), University of California-University of California, Center for Genomic Medicine, Copenhagen University Hospital-Rigshospitalet [Copenhagen], Copenhagen University Hospital, Institute of Medical Science [Toronto], University of Toronto, Department of Psychiatry [Pittsburgh], University of Pittsburgh School of Medicine, Pennsylvania Commonwealth System of Higher Education (PCSHE)-Pennsylvania Commonwealth System of Higher Education (PCSHE), The Lundbeck Foundation Initiative for Integrative Psychiatric Research (iPSYCH), Génétique des maladies multifactorielles (GMM), Université de Lille, Droit et Santé-Centre National de la Recherche Scientifique (CNRS), Sahlgrenska Academy at University of Gothenburg [Göteborg], Department of Genomics, Yale University School of Medicine, Indiana University School of Medicine, Indiana University System, Mayo Clinic [Rochester], Mayo Clinic, SUNY Downstate Medical Center, State University of New York (SUNY), University of Edinburgh, Department of Genomics, Life and Brain Center, University of Bonn, University of Utah School of Medicine [Salt Lake City], University of Heidelberg, Medical Faculty, Department of Psychiatry and Behavioral Sciences, Howard University College of Medicine, Department of Genomics [Bonn, Germany] (Institute of Human Genetics), University of Bonn-Institute of Human Genetics [Bonn, Germany], National Institutes of Health [Bethesda] (NIH), National Institute on Alcohol Abuse and Alcoholism [Bethesda, MD, USA] (NIAAA), Martin-Luther-University Halle-Wittenberg, Helsinki Institute of Life Science (HiLIFE), Johns Hopkins Bloomberg School of Public Health [Baltimore], Johns Hopkins University (JHU), Vrije Universiteit Amsterdam [Amsterdam] (VU), Mathematical Sciences Institute (MSI), Australian National University (ANU), University of Colorado [Boulder], VU University Medical Center [Amsterdam], Boston University School of Medicine (BUSM), Boston University [Boston] (BU), Universität Heidelberg [Heidelberg], Department of Genetic Epidemiology in Psychiatry [Mannhein], Universität Heidelberg [Heidelberg]-Central Institute of Mental Health Mannheim, Harvard University [Cambridge], University of Colorado Anschutz [Aurora], University of Vermont [Burlington], University of New South Wales [Sydney] (UNSW), University of Dusseldorf, Genetics and Pathology, Center for Human Genetic Research, Harvard Medical School [Boston] (HMS)-Massachusetts General Hospital [Boston], Heidelberg University, University of Iowa [Iowa City], Vienna University of Technology (TU Wien), Max Planck Institute of Psychiatry, Max-Planck-Gesellschaft, Department of Psychiatry and Psychotherapy, Rheinische Friedrich-Wilhelms-Universität Bonn, Chronic Disease Epidemiology and Prevention Unit, National Institute for Health and Welfare [Helsinki], Translational Centre for Regenerative Medicine (TRM), Department of Cell Therapy, Universität Leipzig [Leipzig]-Universität Leipzig [Leipzig], Indiana University System-Indiana University System, University of Pittsburgh (PITT), Pennsylvania Commonwealth System of Higher Education (PCSHE), University of Regensburg, Rush University Medical Center [Chicago], University of Utah, Duke University Medical Center, University of Illinois [Chicago] (UIC), University of Illinois System, Department of Medical and Molecular Genetics, Dpt of Neuroscience [New York], Laboratory of Neurogenetics, National Institutes of Health [Bethesda] (NIH)-National Institute on Alcohol Abuse and Alcoholism, Department of Health and Human Services, University of Connecticut (UCONN), University of Colorado [Denver], Research Triangle Institute International (RTI International), McMaster University [Hamilton, Ontario], CLinical Psychology, Department of Electrical and Computer Engineering [Montréal], McGill University = Université McGill [Montréal, Canada], Yale School of Public Health (YSPH), Analytic and Translational Genetics Unit, Flinders University [Adelaide, Australia], Universidad Complutense de Madrid = Complutense University of Madrid [Madrid] (UCM), Department of Public Health, Indiana University - Purdue University Indianapolis (IUPUI), National Institute of Mental Health (NIMH), University of Pennsylvania, Rheinisch-Westfälische Technische Hochschule Aachen University (RWTH), Università degli Studi di Padova = University of Padua (Unipd), Université Montpellier 1 (UM1)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Montpellier (UM), Unité de recherche de l'institut du thorax (ITX-lab), Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN), King‘s College London-The Institute of Psychiatry, Westfälische Wilhelms-Universität Münster = University of Münster (WWU), Masaryk Memorial Cancer Institute (MMCI), Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Université de Lausanne = University of Lausanne (UNIL)-Université de Lausanne = University of Lausanne (UNIL), Università degli studi della Campania 'Luigi Vanvitelli' = University of the Study of Campania Luigi Vanvitelli, Università degli Studi di Firenze = University of Florence (UniFI), Department of Molecular Medicine [Scripps Research Institute], The Scripps Research Institute [La Jolla, San Diego], Medical Research Council-Cardiff University, Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), University of California (UC), University of California (UC)-University of California (UC), Yale School of Medicine [New Haven, Connecticut] (YSM), Heinrich Heine Universität Düsseldorf = Heinrich Heine University [Düsseldorf], Martinez Rico, Clara, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, APH - Mental Health, APH - Methodology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Amsterdam Neuroscience - Complex Trait Genetics, APH - Digital Health, Kas lab, Centre National de la Recherche Scientifique (CNRS)-Université de Lorraine (UL), Munn-Chernoff, M. A., Johnson, E. C., Chou, Y. -L., Coleman, J. R. I., Thornton, L. M., Walters, R. K., Yilmaz, Z., Baker, J. H., Hubel, C., Gordon, S., Medland, S. E., Watson, H. J., Gaspar, H. A., Bryois, J., Hinney, A., Leppa, V. M., Mattheisen, M., Ripke, S., Yao, S., Giusti-Rodriguez, P., Hanscombe, K. B., Adan, R. A. H., Alfredsson, L., Ando, T., Andreassen, O. A., Berrettini, W. H., Boehm, I., Boni, C., Boraska Perica, V., Buehren, K., Burghardt, R., Cassina, M., Cichon, S., Clementi, M., Cone, R. D., Courtet, P., Crow, S., Crowley, J. J., Danner, U. N., Davis, O. S. P., de Zwaan, M., Dedoussis, G., Degortes, D., Desocio, J. E., Dick, D. M., Dikeos, D., Dina, C., Dmitrzak-Weglarz, M., Docampo, E., Duncan, L. E., Egberts, K., Ehrlich, S., Escaramis, G., Esko, T., Estivill, X., Farmer, A., Favaro, A., Fernandez-Aranda, F., Fichter, M. M., Fischer, K., Focker, M., Foretova, L., Forstner, A. J., Forzan, M., Franklin, C. S., Gallinger, S., Giegling, I., Giuranna, J., Gonidakis, F., Gorwood, P., Gratacos Mayora, M., Guillaume, S., Guo, Y., Hakonarson, H., Hatzikotoulas, K., Hauser, J., Hebebrand, J., Helder, S. G., Herms, S., Herpertz-Dahlmann, B., Herzog, W., Huckins, L. M., Hudson, J. I., Imgart, H., Inoko, H., Janout, V., Jimenez-Murcia, S., Julia, A., Kalsi, G., Kaminska, D., Karhunen, L., Karwautz, A., Kas, M. J. H., Kennedy, J. L., Keski-Rahkonen, A., Kiezebrink, K., Kim, Y. -R., Klump, K. L., Knudsen, G. P. S., La Via, M. C., Le Hellard, S., Levitan, R. D., Li, D., Lilenfeld, L., Lin, B. D., Lissowska, J., Luykx, J., Magistretti, P. J., Maj, M., Mannik, K., Marsal, S., Marshall, C. R., Mattingsdal, M., Mcdevitt, S., Mcguffin, P., Metspalu, A., Meulenbelt, I., Micali, N., Mitchell, K., Monteleone, A. M., Monteleone, P., Nacmias, B., Navratilova, M., Ntalla, I., O'Toole, J. K., Ophoff, R. A., Padyukov, L., Palotie, A., Pantel, J., Papezova, H., Pinto, D., Rabionet, R., Raevuori, A., Ramoz, N., Reichborn-Kjennerud, T., Ricca, V., Ripatti, S., Ritschel, F., Roberts, M., Rotondo, A., Rujescu, D., Rybakowski, F., Santonastaso, P., Scherag, A., Scherer, S. W., Schmidt, U., Schork, N. J., Schosser, A., Seitz, J., Slachtova, L., Slagboom, P. E., Slof-Op't Landt, M. C. T., Slopien, A., Sorbi, S., Swiatkowska, B., Szatkiewicz, J. P., Tachmazidou, I., Tenconi, E., Tortorella, A., Tozzi, F., Treasure, J., Tsitsika, A., Tyszkiewicz-Nwafor, M., Tziouvas, K., van Elburg, A. A., van Furth, E. F., Wagner, G., Walton, E., Widen, E., Zeggini, E., Zerwas, S., Zipfel, S., Bergen, A. W., Boden, J. M., Brandt, H., Crawford, S., Halmi, K. A., Horwood, L. J., Johnson, C., Kaplan, A. S., Kaye, W. H., Mitchell, J., Olsen, C. M., Pearson, J. F., Pedersen, N. L., Strober, M., Werge, T., Whiteman, D. C., Woodside, D. B., Grove, J., Henders, A. K., Larsen, J. T., Parker, R., Petersen, L. V., Jordan, J., Kennedy, M. A., Birgegard, A., Lichtenstein, P., Norring, C., Landen, M., Mortensen, P. B., Polimanti, R., Mcclintick, J. N., Adkins, A. E., Aliev, F., Bacanu, S. -A., Batzler, A., Bertelsen, S., Biernacka, J. M., Bigdeli, T. B., Chen, L. -S., Clarke, T. -K., Degenhardt, F., Docherty, A. R., Edwards, A. C., Foo, J. C., Fox, L., Frank, J., Hack, L. M., Hartmann, A. M., Hartz, S. M., Heilmann-Heimbach, S., Hodgkinson, C., Hoffmann, P., Hottenga, J. -J., Konte, B., Lahti, J., Lahti-Pulkkinen, M., Lai, D., Ligthart, L., Loukola, A., Maher, B. S., Mbarek, H., Mcintosh, A. M., Mcqueen, M. B., Meyers, J. L., Milaneschi, Y., Palviainen, T., Peterson, R. E., Ryu, E., Saccone, N. L., Salvatore, J. E., Sanchez-Roige, S., Schwandt, M., Sherva, R., Streit, F., Strohmaier, J., Thomas, N., Wang, J. -C., Webb, B. T., Wedow, R., Wetherill, L., Wills, A. G., Zhou, H., Boardman, J. D., Chen, D., Choi, D. -S., Copeland, W. E., Culverhouse, R. C., Dahmen, N., Degenhardt, L., Domingue, B. W., Frye, M. A., Gaebel, W., Hayward, C., Ising, M., Keyes, M., Kiefer, F., Koller, G., Kramer, J., Kuperman, S., Lucae, S., Lynskey, M. T., Maier, W., Mann, K., Mannisto, S., Muller-Myhsok, B., Murray, A. D., Nurnberger, J. I., Preuss, U., Raikkonen, K., Reynolds, M. D., Ridinger, M., Scherbaum, N., Schuckit, M. A., Soyka, M., Treutlein, J., Witt, S. H., Wodarz, N., Zill, P., Adkins, D. E., Boomsma, D. I., Bierut, L. J., Brown, S. A., Bucholz, K. K., Costello, E. J., de Wit, H., Diazgranados, N., Eriksson, J. G., Farrer, L. A., Foroud, T. M., Gillespie, N. A., Goate, A. M., Goldman, D., Grucza, R. A., Hancock, D. B., Harris, K. M., Hesselbrock, V., Hewitt, J. K., Hopfer, C. J., Iacono, W. G., Johnson, E. O., Karpyak, V. M., Kendler, K. S., Kranzler, H. R., Krauter, K., Lind, P. A., Mcgue, M., Mackillop, J., Madden, P. A. F., Maes, H. H., Magnusson, P. K. E., Nelson, E. C., Nothen, M. M., Palmer, A. A., Penninx, B. W. J. H., Porjesz, B., Rice, J. P., Rietschel, M., Riley, B. P., Rose, R. J., Shen, P. -H., Silberg, J., Stallings, M. C., Tarter, R. E., Vanyukov, M. M., Vrieze, S., Wall, T. L., Whitfield, J. B., Zhao, H., Neale, B. M., Wade, T. D., Heath, A. C., Montgomery, G. W., Martin, N. G., Sullivan, P. F., Kaprio, J., Breen, G., Gelernter, J., Edenberg, H. J., Bulik, C. M., and Agrawal, A.
Subjects: Netherlands Twin Register (NTR), Alcoholism/genetics, Schizophrenia/genetics, [SDV]Life Sciences [q-bio], [SDV.MHEP.PSM] Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, Medizin, Medicine (miscellaneous), Genome-wide association study, Alcohol use disorder, Anorexia nervosa, Linkage Disequilibrium, ddc:616.89, [SCCO]Cognitive science, 0302 clinical medicine, Risk Factors, Tobacco Use Disorder/genetics, Substance-Related Disorders/genetics, 0303 health sciences, [SDV.MHEP] Life Sciences [q-bio]/Human health and pathology, Factors de risc en les malalties, Bulimia nervosa, Feeding and Eating Disorders/genetics, eating disorders, genetic correlation, substance use, Tobacco Use Disorder, 3. Good health, Fenotip, [SDV] Life Sciences [q-bio], Psychiatry and Mental health, Alcoholism, Eating disorders, Phenotype, Schizophrenia, Drinking of alcoholic beverages, eating disorder, Consum d'alcohol, Major depressive disorder, medicine.symptom, Depressive Disorder, Major/genetics, eating disorders, genetic correlation, substance use, Clinical psychology, Substance abuse, Risk factors in diseases, Substance-Related Disorders, Polymorphism, Single Nucleotide, Article, Feeding and Eating Disorders, 03 medical and health sciences, SDG 3 - Good Health and Well-being, mental disorders, Genetics, medicine, Humans, Trastorns de la conducta alimentària, 030304 developmental biology, Genetic association, Pharmacology, Depressive Disorder, Major, Binge eating, business.industry, [SCCO.NEUR]Cognitive science/Neuroscience, [SCCO.NEUR] Cognitive science/Neuroscience, [SCCO] Cognitive science, medicine.disease, Comorbidity, Twin study, 030227 psychiatry, Abús de substàncies, [SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, business, Genètica, 030217 neurology & neurosurgery, [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology, Genome-Wide Association Study
Abstract: Eating disorders and substance use disorders frequently co-occur. Twin studies reveal shared genetic variance between liabilities to eating disorders and substance use, with the strongest associations between symptoms of bulimia nervosa (BN) and problem alcohol use (genetic correlation [rg], twin-based=0.23-0.53). We estimated the genetic correlation between eating disorder and substance use and disorder phenotypes using data from genome-wide association studies (GWAS). Four eating disorder phenotypes (anorexia nervosa [AN], AN with binge-eating, AN without binge-eating, and a BN factor score), and eight substance-use-related phenotypes (drinks per week, alcohol use disorder [AUD], smoking initiation, current smoking, cigarettes per day, nicotine dependence, cannabis initiation, and cannabis use disorder) from eight studies were included. Significant genetic correlations were adjusted for variants associated with major depressive disorder (MDD). Total sample sizes per phenotype ranged from ~2,400 to ~537,000 individuals. We used linkage disequilibrium score regression to calculate single nucleotide polymorphism-based genetic correlations between eating disorder and substance-use-related phenotypes. Significant positive genetic associations emerged between AUD and AN (rg=0.18; false discovery rate q=0.0006), cannabis initiation and AN (rg=0.23; qwith binge-eating (rg=0.27; q=0.0016). Conversely, significant negative genetic correlations were observed between three non-diagnostic smoking phenotypes (smoking initiation, current smoking, and cigarettes per day) and AN without binge-eating (rgs=-0.19 to −0.23; qs
Published: 2021

124. ENIGMA and global neuroscience:A decade of large-scale studies of the brain in health and disease across more than 40 countries

Author: Frank G. Hillary, Esther Walton, Gunter Schumann, Sophia I. Thomopoulos, Patricia J. Conrod, Nic J.A. van der Wee, Daqiang Sun, Charlotte A.M. Cecil, Robin Bülow, Henry Völzke, Rachel M. Brouwer, Yann Chye, Katrina L. Grasby, Ingrid Agartz, Bernhard T. Baune, Josselin Houenou, Simon E. Fisher, Mark S. Shiroishi, Daan van Rooij, Miguel E. Rentería, Yanli Zhang-James, Courtney A. Filippi, Stephen V. Faraone, Sara Bertolín, Elisabeth A. Wilde, Eus J.W. Van Someren, Christopher R.K. Ching, Iliyan Ivanov, Barbara Franke, Derrek P. Hibar, Tiffany C. Ho, Hilleke E. Hulshoff Pol, Norbert Hosten, Ilya M. Veer, Daniel Garijo, Jean-Paul Fouche, Inga K. Koerte, Hans J. Grabe, Carles Soriano-Mas, Lianne Schmaal, Brenda Bartnik-Olson, Amanda K. Tilot, Sinead Kelly, Ysbrand D. van der Werf, Anderson M. Winkler, Henrik Walter, Hugh Garavan, Max A. Laansma, Agnes B. McMahon, Laura K.M. Han, Natalia Shatokhina, Scott Mackey, David F. Tate, Jason L. Stein, Thomas Frodl, Tiril P. Gurholt, Carrie E. Bearden, Katharina Wittfeld, Carrie R. McDonald, Andrew R. Mayer, Yolanda Gil, Jun Soo Kwon, Tomas Hajek, Jan K. Buitelaar, Moji Aghajani, Bhim M. Adhikari, Premika S.W. Boedhoe, Graeme Fairchild, Maria Jalbrzikowski, Alexander Olsen, Carolien G.F. de Kovel, Talia M. Nir, Mojtaba Zarei, Karen Caeyenberghs, Dirk J.A. Smit, Fabio Macciardi, Jeanne Leerssen, Margaret J. Wright, Eduard T. Klapwijk, Elena Pozzi, Lisa T. Eyler, Abraham Nunes, Sanjay M. Sisodiya, Clyde Francks, Emily L. Dennis, Rajendra A. Morey, Pauline Favre, Sophia Frangou, Boris A. Gutman, Merel Postema, Ida E Sønderby, Ian H. Harding, Julio E. Villalon-Reina, Sook-Lei Liew, Peter Kochunov, Celia van der Merwe, Je-Yeon Yun, David C. Glahn, Stefan Ehrlich, George A Karkashadze, Jian Chen, Nils Opel, Tianye Jia, Peristera Paschou, Xiangzhen Kong, Marieke Klein, Leyla Namazova-Baranova, Sylvane Desrivières, Danai Dima, Masoud Tahmasian, Dennis Hernaus, Sven C. Mueller, Gemma Modinos, Guido van Wingen, Ulrike Lueken, Ole A. Andreassen, Jonathan D. Rohrer, Lauren E. Salminen, Laura A. Berner, Eileen Luders, Georg Homuth, Stephane A. De Brito, Martine Hoogman, Federica Piras, Carrie Esopenko, Laura S van Velzen, Janna Marie Bas-Hoogendam, Udo Dannlowski, Mark W. Logue, Willem B Bruin, André Aleman, Sarah E. Medland, Neeltje E.M. van Haren, Theo G.M. van Erp, Sean N. Hatton, Laurena Holleran, Gary Donohoe, Alexander P. Lin, Rebecca C. Knickmeyer, Leonardo Tozzi, Fabrizio Pizzagalli, Kevin Hilbert, Sonja M C de Zwarte, Dick J. Veltman, Gianfranco Spalletta, Daniel S. Pine, Tim Hahn, Pratik Mukherjee, Alexander Teumer, Joanna Bright, Andre Altmann, Neda Jahanshad, James H. Cole, Arielle R. Baskin-Sommers, Odile A. van den Heuvel, Dan J. Stein, Vladimir Zelman, Lei Wang, Ronald A. Cohen, Joseph O' Neill, David Baron, Fabrizio Piras, Robert R. Althoff, Nynke A. Groenewold, Philipp G. Sämann, Christopher D. Whelan, Jessica A. Turner, Janita Bralten, Guohao Zhang, Paul M. Thompson, and Netherlands Institute for Neuroscience (NIN)
Subjects: DISORDER, Scientific community, Review Article, bepress|Life Sciences|Neuroscience and Neurobiology, 0302 clinical medicine, SCHIZOPHRENIA, Medicine and Health Sciences, GENETIC INFLUENCES, ENDOPHENOTYPE CONCEPT, Cervell, VOLUMES, RISK, Psychiatry, 0303 health sciences, 05 social sciences, Brain, Genomics, Magnetic Resonance Imaging, WORKING, 3. Good health, ALZHEIMERS-DISEASE, Psychiatry and Mental health, Eating disorders, Dissociative identity disorder, Biometris, Neurology, Conduct disorder, Schizophrenia, Major depressive disorder, Anxiety, medicine.symptom, Psychology, Neuroinformatics, Neuroimaging, 050105 experimental psychology, 150 000 MR Techniques in Brain Function, lcsh:RC321-571, Neurologia, 03 medical and health sciences, Cellular and Molecular Neuroscience, SDG 3 - Good Health and Well-being, MEGA-ANALYSIS, medicine, Life Science, Humans, 0501 psychology and cognitive sciences, ddc:610, Psiquiatria, Bipolar disorder, diagnostic imaging [Brain], lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry, bepress|Life Sciences|Neuroscience and Neurobiology|Other Neuroscience and Neurobiology, Biological Psychiatry, 030304 developmental biology, Depressive Disorder, Major, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], genetics [Depressive Disorder, Major], Reproducibility of Results, OBSESSIVE-COMPULSIVE DISORDER, medicine.disease, PsyArXiv|Neuroscience, PsyArXiv|Neuroscience|Other Neuroscience and Neurobiology, RC0321, HERITABILITY ANALYSIS, Autism, Psychiatric disorders, Neuroscience, Biomarkers, 030217 neurology & neurosurgery
Abstract: This review summarizes the last decade of work by the ENIGMA (Enhancing NeuroImaging Genetics through Meta Analysis) Consortium, a global alliance of over 1400 scientists across 43 countries, studying the human brain in health and disease. Building on large-scale genetic studies that discovered the first robustly replicated genetic loci associated with brain metrics, ENIGMA has diversified into over 50 working groups (WGs), pooling worldwide data and expertise to answer fundamental questions in neuroscience, psychiatry, neurology, and genetics. Most ENIGMA WGs focus on specific psychiatric and neurological conditions, other WGs study normal variation due to sex and gender differences, or development and aging; still other WGs develop methodological pipelines and tools to facilitate harmonized analyses of “big data” (i.e., genetic and epigenetic data, multimodal MRI, and electroencephalography data). These international efforts have yielded the largest neuroimaging studies to date in schizophrenia, bipolar disorder, major depressive disorder, post-traumatic stress disorder, substance use disorders, obsessive-compulsive disorder, attention-deficit/hyperactivity disorder, autism spectrum disorders, epilepsy, and 22q11.2 deletion syndrome. More recent ENIGMA WGs have formed to study anxiety disorders, suicidal thoughts and behavior, sleep and insomnia, eating disorders, irritability, brain injury, antisocial personality and conduct disorder, and dissociative identity disorder. Here, we summarize the first decade of ENIGMA’s activities and ongoing projects, and describe the successes and challenges encountered along the way. We highlight the advantages of collaborative large-scale coordinated data analyses for testing reproducibility and robustness of findings, offering the opportunity to identify brain systems involved in clinical syndromes across diverse samples and associated genetic, environmental, demographic, cognitive, and psychosocial factors. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material.
Published: 2020

125. Genetic markers for brain plasticity

Author: Hugo G. Schnack, Katrina L. Grasby, Hilleke E. Hulshoff Pol, Neda Jahanshad, Barbara Franke, Rachel M. Brouwer, Jalmar Teeuw, Marieke Klein, Paul M. Thompson, and Sarah E. Medland
Subjects: Psychiatry and Mental health, Cellular and Molecular Neuroscience, Developmental Neuroscience, Neuroimaging, Epidemiology, Imaging genetics, Genetic marker, Health Policy, Neuroplasticity, Neurology (clinical), Geriatrics and Gerontology, Biology, Neuroscience
Published: 2020

126. The genetic architecture of sporadic and multiple consecutive miscarriage

Author: Avinash Ramu, Ole Mors, Cecilia M. Lindgren, Scott D. Gordon, Harold Snieder, Kuang Lin, Jenny C Censin, Dale R. Nyholt, Maarja Lepamets, Samantha Laber, Andres Salumets, Siyang Liu, Ana Luiza Gonçalves Soares, Stefan Johansson, Nicholas G. Martin, Jodie N. Painter, Xin Jin, Christiana Kartsonaki, Viktorija Kukushkina, Christian M. Becker, Zhengming Chen, Andrew P. Morris, Preben Bo Mortensen, Rasmus Nielsen, Robin G Walters, Sarah E. Medland, Øyvind Helgeland, Chia-Yen Chen, Julius Juodakis, Stephanie B. Seminara, Benjamin M. Neale, Marianne Andersen, Penelope A. Lind, Ingrid Granne, Donald F. Conrad, Reedik Mägi, Jonas Bybjerg-Grauholm, Margaret F. Lippincott, Jonas Bacelis, Debbie A Lawlor, Anders D. Børglum, Pål R. Njølstad, Ling Yang, Andres Metspalu, Triin Laisk, Bo Jacobsson, Krina T. Zondervan, Liming Li, Grant W. Montgomery, Thomas Werge, David M. Hougaard, J Southcombe, Merete Nordentoft, Iona Y Millwood, Teresa Ferreira, Life Course Epidemiology (LCE), HUS Gynecology and Obstetrics, Clinicum, Department of Obstetrics and Gynecology, University of Helsinki, Helsinki University Hospital Area, and Institute for Molecular Medicine Finland
Subjects: 0301 basic medicine, Placenta, Inheritance Patterns, Datasets as Topic, General Physics and Astronomy, Genome-wide association study, VARIANTS, Genome-wide association studies, Miscarriage, 0302 clinical medicine, Gene Frequency, PREGNANCY LOSS, Pregnancy, 3123 Gynaecology and paediatrics, 2.1 Biological and endogenous factors, TERMINOLOGY, Aetiology, Medical History Taking, RISK, 030219 obstetrics & reproductive medicine, Multidisciplinary, STILLBIRTH, Obstetrics, 1184 Genetics, developmental biology, physiology, Single Nucleotide, Middle Aged, 3. Good health, MENDELIAN RANDOMIZATION, Female, Adult, Abortion, Habitual, medicine.medical_specialty, Science, Polymorphism, Single Nucleotide, White People, Article, General Biochemistry, Genetics and Molecular Biology, Young Adult, 03 medical and health sciences, Mendelian randomization, REGRESSION, Genetics, medicine, Humans, Genetic Predisposition to Disease, Polymorphism, GENOME-WIDE ASSOCIATION, Allele frequency, METAANALYSIS, Aged, Genetic association, Whites, business.industry, Spontaneous, Contraception/Reproduction, Human Genome, Abortion, General Chemistry, Odds ratio, medicine.disease, Habitual, Abortion, Spontaneous, Minor allele frequency, BODY-MASS INDEX, Good Health and Well Being, 030104 developmental biology, Case-Control Studies, Infertility, 3111 Biomedicine, business, Genome-Wide Association Study
Abstract: Miscarriage is a common, complex trait affecting ~15% of clinically confirmed pregnancies. Here we present the results of large-scale genetic association analyses with 69,054 cases from five different ancestries for sporadic miscarriage, 750 cases of European ancestry for multiple (≥3) consecutive miscarriage, and up to 359,469 female controls. We identify one genome-wide significant association (rs146350366, minor allele frequency (MAF) 1.2%, P = 3.2 × 10−8, odds ratio (OR) = 1.4) for sporadic miscarriage in our European ancestry meta-analysis and three genome-wide significant associations for multiple consecutive miscarriage (rs7859844, MAF = 6.4%, P = 1.3 × 10−8, OR = 1.7; rs143445068, MAF = 0.8%, P = 5.2 × 10−9, OR = 3.4; rs183453668, MAF = 0.5%, P = 2.8 × 10−8, OR = 3.8). We further investigate the genetic architecture of miscarriage with biobank-scale Mendelian randomization, heritability, and genetic correlation analyses. Our results show that miscarriage etiopathogenesis is partly driven by genetic variation potentially related to placental biology, and illustrate the utility of large-scale biobank data for understanding this pregnancy complication., Miscarriage affects around 15% of clinically confirmed pregnancies. Here the authors carry out a large genome-wide association study for sporadic and multiple consecutive miscarriage and suggest links with placental biology.
Published: 2020

127. Days out of role and somatic, anxious-depressive, hypo-manic, and psychotic-like symptom dimensions in a community sample of young adults

Author: Nathan A. Gillespie, Daniel F. Hermens, Ian B. Hickie, Nicholas Ho, Richard Parker, Jan Scott, Jacob J. Crouse, Baptiste Couvy-Duchesne, Sarah E. Medland, and Nicholas G. Martin
Subjects: Adolescent, Bipolar disorder, Psychological intervention, Neurosciences. Biological psychiatry. Neuropsychiatry, Anxiety, Article, 03 medical and health sciences, Cellular and Molecular Neuroscience, Young Adult, 0302 clinical medicine, Intervention (counseling), Prevalence, Medicine, Humans, Longitudinal Studies, Young adult, Biological Psychiatry, business.industry, Depression, Mental Disorders, Mental health, Twin study, Confidence interval, 030227 psychiatry, Psychiatry and Mental health, Mental Health, Cohort, Impaired concentration, Schizophrenia, business, 030217 neurology & neurosurgery, RC321-571, Clinical psychology
Abstract: Improving our understanding of the causes of functional impairment in young people is a major global challenge. Here, we investigated the relationships between self-reported days out of role and the total quantity and different patterns of self-reported somatic, anxious-depressive, psychotic-like, and hypomanic symptoms in a community-based cohort of young adults. We examined self-ratings of 23 symptoms ranging across the four dimensions and days out of role in >1900 young adult twins and non-twin siblings participating in the “19Up” wave of the Brisbane Longitudinal Twin Study. Adjusted prevalence ratios (APR) and 95% confidence intervals (95% CI) quantified associations between impairment and different symptom patterns. Three individual symptoms showed significant associations with days out of role, with the largest association for impaired concentration. When impairment was assessed according to each symptom dimension, there was a clear stepwise relationship between the total number of somatic symptoms and the likelihood of impairment, while individuals reporting ≥4 anxious-depressive symptoms or five hypomanic symptoms had greater likelihood of reporting days out of role. Furthermore, there was a stepwise relationship between the total number of undifferentiated symptoms and the likelihood of reporting days out of role. There was some suggestion of differences in the magnitude and significance of associations when the cohort was stratified according to sex, but not for age or twin status. Our findings reinforce the development of early intervention mental health frameworks and, if confirmed, support the need to consider interventions for subthreshold and/or undifferentiated syndromes for reducing disability among young people.
Published: 2020

128. Genetic correlation analysis does not associate male pattern baldness with COVID-19

Author: Nicholas G. Martin, Hamzeh Mesrian Tanha, Sarah E. Medland, and Dale R. Nyholt
Subjects: Genetics, Male, 2019-20 coronavirus outbreak, Genetic correlation analysis, Coronavirus disease 2019 (COVID-19), business.industry, SARS-CoV-2, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), MEDLINE, COVID-19, Genome-wide association study, Alopecia, Dermatology, medicine.disease, Article, Risk Factors, medicine, Humans, Male-pattern baldness, business, Genome-Wide Association Study
Published: 2020

129. Genome-wide association study identifies eight risk loci and implicates metabo-psychiatric origins for anorexia nervosa

Author: Stephan Zipfel, Hidetoshi Inoko, K. Fischer, Laramie E. Duncan, Jochen Seitz, Lars Klareskog, Ina Giegling, Grant W. Montgomery, Manuel Föcker, Colin A. Johnson, Agnieszka Słopień, Dong Li, M. C. T. Slof-Op 't Landt, Thomas Werge, Janiece E. DeSocio, Stefan Ehrlich, Joseph M. Boden, Patrick F. Sullivan, M. La Via, Bochao Danae Lin, Andreas Karwautz, Ilka Boehm, Lenka Foretová, Stephen W. Scherer, Anders Juréus, Jolanta Lissowska, Janne Tidselbak Larsen, Antonio Julià, A. Metspalu, Roger A.H. Adan, George Dedoussis, Stefan Herms, Franziska Ritschel, Martin A. Kennedy, Vesna Boraska Perica, S.D. Gordon, Johanna Giuranna, Janet Treasure, Youl-Ri Kim, Joanna Hauser, Manfred M. Fichter, P.E. Slagboom, Wade H. Berrettini, Kirstin L. Purves, Fernando Fernández-Aranda, Eleftheria Zeggini, Nadia Micali, Anne Farmer, Beata Swiatkowska, Tracey D. Wade, Claudette Boni, Fragiskos Gonidakis, Ioanna Ntalla, Johannes Pantel, Raquel Rabionet, Pierre J. Magistretti, Johannes Hebebrand, Mario Maj, Sietske G. Helder, Roland Burghardt, Sarah E. Medland, Maurizio Clementi, John F. Pearson, Gerd Wagner, V. Janout, Susana Jiménez-Murcia, Mikael Landén, Samuli Ripatti, Sandro Sorbi, Martien J H Kas, Leonid Padyukov, Zeynep Yilmaz, Kelly L. Klump, Paul Lichtenstein, Shuyang Yao, Dan Rujescu, James J. Crowley, Valdo Ricca, Palmiero Monteleone, Steve Crawford, Sébastien Guillaume, Liselotte Petersen, Yiran Guo, Stephan Ripke, Beate Herpertz-Dahlmann, Marie Navratilova, S. Gallinger, Anjali K. Henders, Cynthia M. Bulik, Wolfgang Herzog, Alfonso Tortorella, Christian Dina, Garret D. Stuber, A. A. van Elburg, Manuel Mattheisen, Harry Brandt, Hunna J. Watson, Alessandro Rotondo, Roel A. Ophoff, Artemis Tsitsika, Nicholas G. Martin, Sara Marsal, Konstantinos Tziouvas, Ken B. Hanscombe, Alessio Maria Monteleone, Ted Reichborn-Kjennerud, Anu Raevuori, Lars Alfredsson, E. F. van Furth, Hartmut Imgart, Esther Walton, Julie K. O'Toole, Katharina Buehren, Unna N. Danner, Hana Papezova, Katherine M. Kirk, Deborah Kaminská, Lisa R. Lilenfeld, Aarno Palotie, Paola Giusti-Rodríguez, Jennifer Jordan, Gun Peggy Knudsen, L. Slachtova, Ole A. Andreassen, Monica Gratacos Mayora, Elisabeth Widen, Benedetta Nacmias, Nicholas J. Schork, Monika Dmitrzak-Weglarz, Jurjen J. Luykx, André Scherag, Christopher Hübel, Laura M. Thornton, Marion Roberts, Angela Favaro, Catherine M. Olsen, Jaakko Kaprio, S Le Hellard, Federica Tozzi, Monica Forzan, Claes Norring, Leila Karhunen, Karin Egberts, Dalila Pinto, Geòrgia Escaramís, Nicolas Ramoz, Robert D. Levitan, Laura M. Huckins, Ulrike Schmidt, Gerome Breen, Kirsty Kiezebrink, Andreas J. Forstner, Scott J. Crow, Ingrid Meulenbelt, Dimitris Dikeos, Sven Cichon, Daniela Degortes, L. J. Horwood, Tetsuya Ando, Jonathan R. I. Coleman, Stephanie Zerwas, Katherine A. Halmi, Helena Gaspar, Andrew W. Bergen, Elena Tenconi, Katrin Männik, Christopher S. Franklin, Anna Keski-Rahkonen, Sara McDevitt, Marta Tyszkiewicz-Nwafor, Jakob Grove, Philip Gorwood, Christian R. Marshall, Preben Bo Mortensen, Melissa A. Munn-Chernoff, Hakon Hakonarson, Roger D. Cone, Allan S. Kaplan, Paolo Santonastaso, James I. Hudson, M. de Zwaan, Xavier Estivill, James E. Mitchell, Danielle M. Dick, Jessica H. Baker, Peter McGuffin, Walter H. Kaye, Michael Strober, D. B. Woodside, Oliver S. P. Davis, Karen S. Mitchell, David C. Whiteman, Julien Bryois, Nancy L. Pedersen, Philippe Courtet, Virpi M. Leppä, Konstantinos Hatzikotoulas, T Esko, Matteo Cassina, Andreas Birgegård, Anke Hinney, Richard Parker, James L. Kennedy, Elisa Docampo, Ioanna Tachmazidou, Jin P. Szatkiewicz, Alexandra Schosser, Filip Rybakowski, Morten Mattingsdal, and Gursharan Kalsi
Subjects: medicine.medical_specialty, Anorexia nervosa (differential diagnoses), business.industry, medicine, Genome-wide association study, Psychiatry, business
Published: 2020

130. Genome-wide association study of over 40,000 bipolar disorder cases provides new insights into the underlying biology

Author: Niamh Mullins, Andreas J. Forstner, Kevin S. O’Connell, Brandon Coombes, Jonathan R. I. Coleman, Zhen Qiao, Thomas D. Als, Tim B. Bigdeli, Sigrid Børte, Julien Bryois, Alexander W. Charney, Ole Kristian Drange, Michael J. Gandal, Saskia P. Hagenaars, Masashi Ikeda, Nolan Kamitaki, Minsoo Kim, Kristi Krebs, Georgia Panagiotaropoulou, Brian M. Schilder, Laura G. Sloofman, Stacy Steinberg, Vassily Trubetskoy, Bendik S. Winsvold, Hong-Hee Won, Liliya Abramova, Kristina Adorjan, Esben Agerbo, Mariam Al Eissa, Diego Albani, Ney Alliey-Rodriguez, Adebayo Anjorin, Verneri Antilla, Anastasia Antoniou, Swapnil Awasthi, Ji Hyun Baek, Marie Bækvad-Hansen, Nicholas Bass, Michael Bauer, Eva C. Beins, Sarah E. Bergen, Armin Birner, Carsten Bøcker Pedersen, Erlend Bøen, Marco P. Boks, Rosa Bosch, Murielle Brum, Ben M. Brumpton, Nathalie Brunkhorst-Kanaan, Monika Budde, Jonas Bybjerg-Grauholm, William Byerley, Murray Cairns, Miquel Casas, Pablo Cervantes, Toni-Kim Clarke, Cristiana Cruceanu, Alfredo Cuellar-Barboza, Julie Cunningham, David Curtis, Piotr M. Czerski, Anders M. Dale, Nina Dalkner, Friederike S. David, Franziska Degenhardt, Srdjan Djurovic, Amanda L. Dobbyn, Athanassios Douzenis, Torbjørn Elvsåshagen, Valentina Escott-Price, I. Nicol Ferrier, Alessia Fiorentino, Tatiana M. Foroud, Liz Forty, Josef Frank, Oleksandr Frei, Nelson B. Freimer, Louise Frisén, Katrin Gade, Julie Garnham, Joel Gelernter, Marianne Giørtz Pedersen, Ian R. Gizer, Scott D. Gordon, Katherine Gordon-Smith, Tiffany A. Greenwood, Jakob Grove, José Guzman-Parra, Kyooseob Ha, Magnus Haraldsson, Martin Hautzinger, Urs Heilbronner, Dennis Hellgren, Stefan Herms, Per Hoffmann, Peter A. Holmans, Laura Huckins, Stéphane Jamain, Jessica S. Johnson, Janos L. Kalman, Yoichiro Kamatani, James L. Kennedy, Sarah Kittel-Schneider, James A. Knowles, Manolis Kogevinas, Maria Koromina, Thorsten M. Kranz, Henry R. Kranzler, Michiaki Kubo, Ralph Kupka, Steven A. Kushner, Catharina Lavebratt, Jacob Lawrence, Markus Leber, Heon-Jeong Lee, Phil H. Lee, Shawn E. Levy, Catrin Lewis, Calwing Liao, Susanne Lucae, Martin Lundberg, Donald J. MacIntyre, Sigurdur H. Magnusson, Wolfgang Maier, Adam Maihofer, Dolores Malaspina, Eirini Maratou, Lina Martinsson, Manuel Mattheisen, Steven A. McCarroll, Nathaniel W. McGregor, Peter McGuffin, James D. McKay, Helena Medeiros, Sarah E. Medland, Vincent Millischer, Grant W. Montgomery, Jennifer L. Moran, Derek W. Morris, Thomas W. Mühleisen, Niamh O’Brien, Claire O’Donovan, Loes M. Olde Loohuis, Lilijana Oruc, Sergi Papiol, Antonio F. Pardiñas, Amy Perry, Andrea Pfennig, Evgenia Porichi, James B. Potash, Digby Quested, Towfique Raj, Mark H. Rapaport, J. Raymond DePaulo, Eline J. Regeer, John P. Rice, Fabio Rivas, Margarita Rivera, Julian Roth, Panos Roussos, Douglas M. Ruderfer, Cristina Sánchez-Mora, Eva C. Schulte, Fanny Senner, Sally Sharp, Paul D. Shilling, Engilbert Sigurdsson, Lea Sirignano, Claire Slaney, Olav B. Smeland, Daniel J. Smith, Janet L. Sobell, Christine Søholm Hansen, Maria Soler Artigas, Anne T. Spijker, Dan J. Stein, John S. Strauss, Beata Świątkowska, Chikashi Terao, Thorgeir E. Thorgeirsson, Claudio Toma, Paul Tooney, Evangelia-Eirini Tsermpini, Marquis P. Vawter, Helmut Vedder, James T. R. Walters, Stephanie H. Witt, Simon Xi, Wei Xu, Jessica Mei Kay Yang, Allan H. Young, Hannah Young, Peter P. Zandi, Hang Zhou, Lea Zillich, HUNT All-In Psychiatry, Rolf Adolfsson, Ingrid Agartz, Martin Alda, Lars Alfredsson, Gulja Babadjanova, Lena Backlund, Bernhard T. Baune, Frank Bellivier, Susanne Bengesser, Wade H. Berrettini, Douglas H. R. Blackwood, Michael Boehnke, Anders D. Børglum, Gerome Breen, Vaughan J. Carr, Stanley Catts, Aiden Corvin, Nicholas Craddock, Udo Dannlowski, Dimitris Dikeos, Tõnu Esko, Bruno Etain, Panagiotis Ferentinos, Mark Frye, Janice M. Fullerton, Micha Gawlik, Elliot S. Gershon, Fernando S. Goes, Melissa J. Green, Maria Grigoroiu-Serbanescu, Joanna Hauser, Frans Henskens, Jan Hillert, Kyung Sue Hong, David M. Hougaard, Christina M. Hultman, Kristian Hveem, Nakao Iwata, Assen V. Jablensky, Ian Jones, Lisa A. Jones, René S. Kahn, John R. Kelsoe, George Kirov, Mikael Landén, Marion Leboyer, Cathryn M. Lewis, Qingqin S. Li, Jolanta Lissowska, Christine Lochner, Carmel Loughland, Nicholas G. Martin, Carol A. Mathews, Fermin Mayoral, Susan L. McElroy, Andrew M. McIntosh, Francis J. McMahon, Ingrid Melle, Patricia Michie, Lili Milani, Philip B. Mitchell, Gunnar Morken, Ole Mors, Preben Bo Mortensen, Bryan Mowry, Bertram Müller-Myhsok, Richard M. Myers, Benjamin M. Neale, Caroline M. Nievergelt, Merete Nordentoft, Markus M. Nöthen, Michael C. O’Donovan, Ketil J. Oedegaard, Tomas Olsson, Michael J. Owen, Sara A. Paciga, Chris Pantelis, Carlos Pato, Michele T. Pato, George P. Patrinos, Roy H. Perlis, Danielle Posthuma, Josep Antoni Ramos-Quiroga, Andreas Reif, Eva Z. Reininghaus, Marta Ribasés, Marcella Rietschel, Stephan Ripke, Guy A. Rouleau, Takeo Saito, Ulrich Schall, Martin Schalling, Peter R. Schofield, Thomas G. Schulze, Laura J. Scott, Rodney J. Scott, Alessandro Serretti, Cynthia Shannon Weickert, Jordan W. Smoller, Hreinn Stefansson, Kari Stefansson, Eystein Stordal, Fabian Streit, Patrick F. Sullivan, Gustavo Turecki, Arne E. Vaaler, Eduard Vieta, John B. Vincent, Irwin D. Waldman, Thomas W. Weickert, Thomas Werge, Naomi R. Wray, John-Anker Zwart, Joanna M. Biernacka, John I. Nurnberger, Sven Cichon, Howard J. Edenberg, Eli A. Stahl, Andrew McQuillin, Arianna Di Florio, Roel A. Ophoff, and Ole A. Andreassen
Subjects: Genetics, 0303 health sciences, Druggability, Genome-wide association study, Biology, medicine.disease, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Gene expression, Expression quantitative trait loci, medicine, Bipolar disorder, Synaptic signaling, Prefrontal cortex, Gene, 030217 neurology & neurosurgery, 030304 developmental biology
Abstract: Bipolar disorder (BD) is a heritable mental illness with complex etiology. We performed a genome-wide association study (GWAS) of 41,917 BD cases and 371,549 controls of European ancestry, which identified 64 associated genomic loci. BD risk alleles were enriched in genes in synaptic signaling pathways and brain-expressed genes, particularly those with high specificity of expression in neurons of the prefrontal cortex and hippocampus. Significant signal enrichment was found in genes encoding targets of antipsychotics, calcium channel blockers, antiepileptics and anesthetics. Integrating eQTL data implicated 15 genes robustly linked to BD via gene expression, including druggable genes such as HTR6, MCHR1, DCLK3 and FURIN. This GWAS provides the best-powered BD polygenic scores to date, when applied in both European and diverse ancestry samples. Analyses of BD subtypes indicated high but imperfect genetic correlation between BD type I and II and identified additional associated loci. Together, these results advance our understanding of the biological etiology of BD, identify novel therapeutic leads and prioritize genes for functional follow-up studies.
Published: 2020

131. Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

Author: Niamh, Mullins, Andreas J, Forstner, Kevin S, O'Connell, Brandon, Coombes, Jonathan R I, Coleman, Zhen, Qiao, Thomas D, Als, Tim B, Bigdeli, Sigrid, Børte, Julien, Bryois, Alexander W, Charney, Ole Kristian, Drange, Michael J, Gandal, Saskia P, Hagenaars, Masashi, Ikeda, Nolan, Kamitaki, Minsoo, Kim, Kristi, Krebs, Georgia, Panagiotaropoulou, Brian M, Schilder, Laura G, Sloofman, Stacy, Steinberg, Vassily, Trubetskoy, Bendik S, Winsvold, Hong-Hee, Won, Liliya, Abramova, Kristina, Adorjan, Esben, Agerbo, Mariam, Al Eissa, Diego, Albani, Ney, Alliey-Rodriguez, Adebayo, Anjorin, Verneri, Antilla, Anastasia, Antoniou, Swapnil, Awasthi, Ji Hyun, Baek, Marie, Bækvad-Hansen, Nicholas, Bass, Michael, Bauer, Eva C, Beins, Sarah E, Bergen, Armin, Birner, Carsten, Bøcker Pedersen, Erlend, Bøen, Marco P, Boks, Rosa, Bosch, Murielle, Brum, Ben M, Brumpton, Nathalie, Brunkhorst-Kanaan, Monika, Budde, Jonas, Bybjerg-Grauholm, William, Byerley, Murray, Cairns, Miquel, Casas, Pablo, Cervantes, Toni-Kim, Clarke, Cristiana, Cruceanu, Alfredo, Cuellar-Barboza, Julie, Cunningham, David, Curtis, Piotr M, Czerski, Anders M, Dale, Nina, Dalkner, Friederike S, David, Franziska, Degenhardt, Srdjan, Djurovic, Amanda L, Dobbyn, Athanassios, Douzenis, Torbjørn, Elvsåshagen, Valentina, Escott-Price, I Nicol, Ferrier, Alessia, Fiorentino, Tatiana M, Foroud, Liz, Forty, Josef, Frank, Oleksandr, Frei, Nelson B, Freimer, Louise, Frisén, Katrin, Gade, Julie, Garnham, Joel, Gelernter, Marianne, Giørtz Pedersen, Ian R, Gizer, Scott D, Gordon, Katherine, Gordon-Smith, Tiffany A, Greenwood, Jakob, Grove, José, Guzman-Parra, Kyooseob, Ha, Magnus, Haraldsson, Martin, Hautzinger, Urs, Heilbronner, Dennis, Hellgren, Stefan, Herms, Per, Hoffmann, Peter A, Holmans, Laura, Huckins, Stéphane, Jamain, Jessica S, Johnson, Janos L, Kalman, Yoichiro, Kamatani, James L, Kennedy, Sarah, Kittel-Schneider, James A, Knowles, Manolis, Kogevinas, Maria, Koromina, Thorsten M, Kranz, Henry R, Kranzler, Michiaki, Kubo, Ralph, Kupka, Steven A, Kushner, Catharina, Lavebratt, Jacob, Lawrence, Markus, Leber, Heon-Jeong, Lee, Phil H, Lee, Shawn E, Levy, Catrin, Lewis, Calwing, Liao, Susanne, Lucae, Martin, Lundberg, Donald J, MacIntyre, Sigurdur H, Magnusson, Wolfgang, Maier, Adam, Maihofer, Dolores, Malaspina, Eirini, Maratou, Lina, Martinsson, Manuel, Mattheisen, Steven A, McCarroll, Nathaniel W, McGregor, Peter, McGuffin, James D, McKay, Helena, Medeiros, Sarah E, Medland, Vincent, Millischer, Grant W, Montgomery, Jennifer L, Moran, Derek W, Morris, Thomas W, Mühleisen, Niamh, O'Brien, Claire, O'Donovan, Loes M, Olde Loohuis, Lilijana, Oruc, Sergi, Papiol, Antonio F, Pardiñas, Amy, Perry, Andrea, Pfennig, Evgenia, Porichi, James B, Potash, Digby, Quested, Towfique, Raj, Mark H, Rapaport, J Raymond, DePaulo, Eline J, Regeer, John P, Rice, Fabio, Rivas, Margarita, Rivera, Julian, Roth, Panos, Roussos, Douglas M, Ruderfer, Cristina, Sánchez-Mora, Eva C, Schulte, Fanny, Senner, Sally, Sharp, Paul D, Shilling, Engilbert, Sigurdsson, Lea, Sirignano, Claire, Slaney, Olav B, Smeland, Daniel J, Smith, Janet L, Sobell, Christine, Søholm Hansen, Maria, Soler Artigas, Anne T, Spijker, Dan J, Stein, John S, Strauss, Beata, Świątkowska, Chikashi, Terao, Thorgeir E, Thorgeirsson, Claudio, Toma, Paul, Tooney, Evangelia-Eirini, Tsermpini, Marquis P, Vawter, Helmut, Vedder, James T R, Walters, Stephanie H, Witt, Simon, Xi, Wei, Xu, Jessica Mei Kay, Yang, Allan H, Young, Hannah, Young, Peter P, Zandi, Hang, Zhou, Lea, Zillich, Rolf, Adolfsson, Ingrid, Agartz, Martin, Alda, Lars, Alfredsson, Gulja, Babadjanova, Lena, Backlund, Bernhard T, Baune, Frank, Bellivier, Susanne, Bengesser, Wade H, Berrettini, Douglas H R, Blackwood, Michael, Boehnke, Anders D, Børglum, Gerome, Breen, Vaughan J, Carr, Stanley, Catts, Aiden, Corvin, Nicholas, Craddock, Udo, Dannlowski, Dimitris, Dikeos, Tõnu, Esko, Bruno, Etain, Panagiotis, Ferentinos, Mark, Frye, Janice M, Fullerton, Micha, Gawlik, Elliot S, Gershon, Fernando S, Goes, Melissa J, Green, Maria, Grigoroiu-Serbanescu, Joanna, Hauser, Frans, Henskens, Jan, Hillert, Kyung Sue, Hong, David M, Hougaard, Christina M, Hultman, Kristian, Hveem, Nakao, Iwata, Assen V, Jablensky, Ian, Jones, Lisa A, Jones, René S, Kahn, John R, Kelsoe, George, Kirov, Mikael, Landén, Marion, Leboyer, Cathryn M, Lewis, Qingqin S, Li, Jolanta, Lissowska, Christine, Lochner, Carmel, Loughland, Nicholas G, Martin, Carol A, Mathews, Fermin, Mayoral, Susan L, McElroy, Andrew M, McIntosh, Francis J, McMahon, Ingrid, Melle, Patricia, Michie, Lili, Milani, Philip B, Mitchell, Gunnar, Morken, Ole, Mors, Preben Bo, Mortensen, Bryan, Mowry, Bertram, Müller-Myhsok, Richard M, Myers, Benjamin M, Neale, Caroline M, Nievergelt, Merete, Nordentoft, Markus M, Nöthen, Michael C, O'Donovan, Ketil J, Oedegaard, Tomas, Olsson, Michael J, Owen, Sara A, Paciga, Chris, Pantelis, Carlos, Pato, Michele T, Pato, George P, Patrinos, Roy H, Perlis, Danielle, Posthuma, Josep Antoni, Ramos-Quiroga, Andreas, Reif, Eva Z, Reininghaus, Marta, Ribasés, Marcella, Rietschel, Stephan, Ripke, Guy A, Rouleau, Takeo, Saito, Ulrich, Schall, Martin, Schalling, Peter R, Schofield, Thomas G, Schulze, Laura J, Scott, Rodney J, Scott, Alessandro, Serretti, Cynthia, Shannon Weickert, Jordan W, Smoller, Hreinn, Stefansson, Kari, Stefansson, Eystein, Stordal, Fabian, Streit, Patrick F, Sullivan, Gustavo, Turecki, Arne E, Vaaler, Eduard, Vieta, John B, Vincent, Irwin D, Waldman, Thomas W, Weickert, Thomas, Werge, Naomi R, Wray, John-Anker, Zwart, Joanna M, Biernacka, John I, Nurnberger, Sven, Cichon, Howard J, Edenberg, Eli A, Stahl, Andrew, McQuillin, Arianna, Di Florio, Roel A, Ophoff, and Ole A, Andreassen
Subjects: Major Histocompatibility Complex, Multifactorial Inheritance, Bipolar Disorder, Phenotype, Genome, Human, Risk Factors, Case-Control Studies, Quantitative Trait Loci, Chromosomes, Human, Humans, Genetic Predisposition to Disease, Genome-Wide Association Study
Abstract: Bipolar disorder is a heritable mental illness with complex etiology. We performed a genome-wide association study of 41,917 bipolar disorder cases and 371,549 controls of European ancestry, which identified 64 associated genomic loci. Bipolar disorder risk alleles were enriched in genes in synaptic signaling pathways and brain-expressed genes, particularly those with high specificity of expression in neurons of the prefrontal cortex and hippocampus. Significant signal enrichment was found in genes encoding targets of antipsychotics, calcium channel blockers, antiepileptics and anesthetics. Integrating expression quantitative trait locus data implicated 15 genes robustly linked to bipolar disorder via gene expression, encoding druggable targets such as HTR6, MCHR1, DCLK3 and FURIN. Analyses of bipolar disorder subtypes indicated high but imperfect genetic correlation between bipolar disorder type I and II and identified additional associated loci. Together, these results advance our understanding of the biological etiology of bipolar disorder, identify novel therapeutic leads and prioritize genes for functional follow-up studies.
Published: 2020

132. The Augmented Classical Twin Design: Incorporating Genome-Wide Identity by Descent Sharing Into Twin Studies in Order to Model Violations of the Equal Environments Assumption

Author: Liang-Dar, Hwang, Brittany L, Mitchell, Sarah E, Medland, Nicholas G, Martin, Michael C, Neale, and David M, Evans
Subjects: Genotype, Models, Genetic, Statistics as Topic, Twins, Twins, Monozygotic, Environment, Models, Theoretical, Social Environment, Phenotype, Risk Factors, Diseases in Twins, Twins, Dizygotic, Humans, Computer Simulation, Gene-Environment Interaction, Genome-Wide Association Study
Abstract: The Classical Twin Method (CTM) compares the similarity of monozygotic (MZ) twins with that of dizygotic (DZ) twins to make inferences about the relative importance of genes and environment in the etiology of individual differences. The design has been applied to thousands of traits across the biomedical, behavioral and social sciences and is arguably the most widely used natural experiment known to science. The fundamental assumption of the CTM is that trait relevant environmental covariation within MZ pairs is the same as that found within DZ pairs, so that zygosity differences in within-pair variance must be due to genetic factors uncontaminated by the environment. This equal environments assumption (EEA) has been, and still is hotly contested, and has been mentioned as a possible contributing factor to the missing heritability conundrum. In this manuscript, we introduce a new model for testing the EEA, which we call the Augmented Classical Twin Design which uses identity by descent (IBD) sharing between DZ twin pairs to estimate separate environmental variance components for MZ and DZ twin pairs, and provides a test of whether these are equal. We show through simulation that given large samples of DZ twin pairs, the model provides unbiased estimates of variance components and valid tests of the EEA under strong assumptions (e.g. no epistatic variance, IBD sharing in DZ twins estimated accurately etc.) which may not hold in reality. Sample sizes in excess of 50,000 DZ twin pairs with genome-wide genetic data are likely to be required in order to detect substantial violations of the EEA with moderate power. Consequently, we recommend that the Augmented Classical Twin Design only be applied to datasets with very large numbers of DZ twin pairs ( 50,000 DZ twin pairs), and given the strong assumptions relating to the absence of epistatic variance, appropriate caution be exercised regarding interpretation of the results.
Published: 2020

133. Genetic and environmental variation in educational attainment: an individual-based analysis of 28 twin cohorts

Author: Catharina E. M. van Beijsterveldt, Ruth J. F. Loos, Margaret Gatz, Soo Ji Lee, Anna K. Dahl Aslan, William S. Kremen, Dorret I. Boomsma, Adam Domonkos Tarnoki, Esther Rebato, Jessica Tyler, David Laszlo Tarnoki, Zengchang Pang, Norio Sakai, Jaakko Kaprio, Reijo Sund, Fujio Inui, Michael J. Lyons, Grant W. Montgomery, Andreas Busjahn, Karri Silventoinen, Hang A Park, Juan R. Ordoñana, Finn Rasmussen, Lucía Colodro-Conde, Patrik K. E. Magnusson, Brooke M. Huibregtse, Sisira Siribaddana, Shandell Pahlen, John L. Hopper, Fruhling Rijsdijk, Keith E. Whitfield, Thomas M. Mack, Nicholas G. Martin, Tracy L. Nelson, Meike Bartels, Jooyeon Lee, Virgilia Toccaceli, Joohon Sung, Carol E. Franz, Thorkild I. A. Sørensen, Catherine Derom, Matthew Hotopf, Dedra Buchwald, Robert F. Krueger, David A. Butler, Thomas Sevenius Nilsen, Sarah E. Medland, Judy L. Silberg, Emanuela Medda, Jennifer R. Harris, Paulo H. Ferreira, Matt McGue, Antti Latvala, Per Tynelius, Nancy L. Pedersen, Aline Jelenkovic, Amie E. Hwang, Glen E. Duncan, Lucas Calais-Ferreira, Juan F. Sánchez-Romera, Athula Sumathipala, Yoshie Yokoyama, Qihua Tan, Ingunn Brandt, Rie Tomizawa, Chika Honda, Mikio Watanabe, Robert F. Vlietinck, Dongfeng Zhang, Gonneke Willemsen, Hermine H. Maes, Robin P. Corley, Vinícius Cunha Oliveira, Christian Kandler, Lorenza Nisticò, Helsinki Inequality Initiative (INEQ), Population Research Unit (PRU), Center for Population, Health and Society, Sociology, University of Helsinki, Clinicum, Department of Public Health, Department of Social Research (2010-2017), Institute of Criminology and Legal Policy, Institute for Molecular Medicine Finland, HUS Helsinki and Uusimaa Hospital District, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Mental Health, APH - Personalized Medicine, and APH - Methodology
Subjects: Male, 0301 basic medicine, Netherlands Twin Register (NTR), 6162 Cognitive science, inequality, lcsh:Medicine, heritability, PHENOTYPE, Cohort Studies, human experiment, cognitive-ability, 0302 clinical medicine, traits, environmental factor, Twins, Dizygotic, Medicine and Health Sciences, Psychology, Pooled data, Gene–environment interaction, lcsh:Science, media_common, education, Academic Success, Multidisciplinary, Asia, Eastern, HERITABILITY, adult, article, Public Health, Global Health, Social Medicine and Epidemiology, 3. Good health, Europe, Geography, female, Educational Status, Female, LB, TRAITS, Cohort study, metaanalysis, Adult, Asia, Inequality, phenotype, media_common.quotation_subject, mental capacity, Article, 03 medical and health sciences, Individual based, Quantitative Trait, Heritable, male, Genetics, Humans, human, Genetik, METAANALYSIS, lcsh:R, Australia, Twins, Monozygotic, Heritability, Environmental variation, COGNITIVE-ABILITY, Educational attainment, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, 030104 developmental biology, genetic variation, North America, lcsh:Q, Gene-Environment Interaction, INEQUALITY, 030217 neurology & neurosurgery, Demography, meta analysis
Abstract: We investigated the heritability of educational attainment and how it differed between birth cohorts and cultural-geographic regions. A classical twin design was applied to pooled data from 28 cohorts representing 16 countries and including 193,518 twins with information on educational attainment at 25 years of age or older. Genetic factors explained the major part of individual differences in educational attainment (heritability: a(2)=0.43; 0.41-0.44), but also environmental variation shared by co-twins was substantial (c(2)=0.31; 0.30-0.33). The proportions of educational variation explained by genetic and shared environmental factors did not differ between Europe, North America and Australia, and East Asia. When restricted to twins 30 years or older to confirm finalized education, the heritability was higher in the older cohorts born in 1900-1949 (a(2)=0.44; 0.41-0.46) than in the later cohorts born in 1950-1989 (a(2)=0.38; 0.36-0.40), with a corresponding lower influence of common environmental factors (c(2)=0.31; 0.29-0.33 and c(2)=0.34; 0.32-0.36, respectively). In conclusion, both genetic and environmental factors shared by co-twins have an important influence on individual differences in educational attainment. The effect of genetic factors on educational attainment has decreased from the cohorts born before to those born after the 1950s. This study was conducted within the CODATwins project. We thank Wendy Cozen, University of Southern California, for sharing data with us. Funding for collaborators: Netherlands Twin Register acknowledges the Netherlands Organization for Scientific Research (NWO) and MagW/ZonMW grants 904-61-090, 985-10-002, 912-10-020, 904-61-193,480-04-004, 463-06-001, 451-04-034, 400-05-717, Addiction-31160008, Middelgroot-911-09-032, Spinozapremie 56-464-14192; VU University's Institute for Health and Care Research (EMGO+); the European Research Council (ERC - 230374), the Avera Institute, Sioux Falls, South Dakota (USA). Data collection and analyses in Finnish twin cohorts have been supported by ENGAGE - European Network for Genetic and Genomic Epidemiology, FP7-HEALTH-F4-2007, Grant Agreement Number 201413, National Institute of Alcohol Abuse and Alcoholism (Grants AA-12502, AA-00145, and AA-09203 to R J Rose, the Academy of Finland Center of Excellence in Complex Disease Genetics (Grant Numbers: 213506, 129680), and the Academy of Finland (Grants 100499, 205585, 118555, 141054, 265240, 263278 and 264146 to J Kaprio). Since its origin the East Flanders Prospective Survey has been partly supported by grants from the Fund of Scientific Research, Flanders and Twins, a non-profit Association for Scientific Research in Multiple Births (Belgium). Anthropometric measurements of the Hungarian twins were supported by Medexpert Ltd., Budapest, Hungary. The Murcia Twin Registry is supported by Fundacion Seneca, Regional Agency for Science and Technology, Murcia, Spain (08633/PHCS/08, 15302/PHCS/10 & 19479/PI/14) and Ministry of Science and Innovation, Spain (PSI2009-11560 & PSI2014-56680-R). K Silventoinen is supported by Osaka University's International Joint Research Promotion Program. We acknowledge The Swedish Twin Registry for access to data. The Swedish Twin Registry is managed by Karolinska Institutet and receives funding through the Swedish Research Council under the grant no 2017-00641. This research was facilitated through access to Twins Research Australia, a national resource supported by a Centre of Research Excellence Grant (ID: 1079102), from the National Health and Medical Research Council. California Twin Program was supported by The California Tobacco-Related Disease Research Program (7RT-0134H, 8RT-0107H, 6RT-0354H) and the National Institutes of Health (1R01ESO15150-01). The Carolina African American Twin Study of Aging (CAATSA) was funded by a grant from the National Institute on Aging (grant 1RO1-AG13662-01A2) to K. E. Whitfield. Colorado Twin Registry is funded by NIDA funded center grant DA011015, & Longititudinal Twin Study HD10333; Author Huibregtse is supported by 5T32DA017637 and 5T32AG052371. Washington State Twin Registry (formerly the University of Washington Twin Registry) was supported in part by grant NIH RC2 HL103416 (D. Buchwald, PI). Vietnam Era Twin Study of Aging was supported by National Institute of Health grants NIA R01 AG018384, R01 AG018386, R01 AG022381, and R01 AG022982, and, in part, with resources of the VA San Diego Center of Excellence for Stress and Mental Health. The Cooperative Studies Program of the Office of Research & Development of the United States Department of Veterans Affairs has provided financial support for the development and maintenance of the Vietnam Era Twin (VET) Registry. The content of this manuscript is solely the responsibility of the authors and does not necessarily represent the official views of the NIA/NIH, or the VA. The NAS-NRC Twin Registry acknowledges financial support from the National Institutes of Health grant number R21 AG039572. Korean Twin-Family Register was supported by the Global Research Network Program of the National Research Foundation (NRF 2011-220-E00006). Osaka University Aged Twin Registry is supported by grants from JSPS KAKENHI JP (23593419, 24792601, 26671010, 24590695, 26293128, 16K15385, 16K15978, 16K15989, 16H03261).
Published: 2020

134. Understanding science communication in human genetics using text mining

Author: José J. Morosoli, Lucía Colodro-Conde, Fiona Kate Barlow, and Sarah E. Medland
Subjects: Text mining, Ethical issues, business.industry, Science communication, Social issues, business, Psychology, Research findings, Data science, Readability, Human genetics, Digital media
Abstract: We conducted the first systematic text mining review of online media coverage of genome-wide association studies (GWAS) and analyzed trends in media coverage, readability, themes, and mentions of ethical, legal, and social issues (ELSI). Over 5,000 online news articles published from 2005 to 2018 all over the world were included in analyses. Our results show that while some GWAS attract a great deal of online interest many are not reported on, and that those that are covered are described in language too complex to be understood by the general public. Ethical issues are largely unaddressed, while suggestions for translation are increasing over time. Our review identifies areas that need to improve to increase the effectiveness and accuracy of the communication of genetic research findings in online media. We have also developed a website where all results described below can be explored interactively: https://jjmorosoli.shinyapps.io/newas/.
Published: 2020

135. The Genetics of the Mood Disorder Spectrum: Genome-wide Association Analyses of More Than 185,000 Cases and 439,000 Controls

Author: Jonathan R.I. Coleman, Héléna A. Gaspar, Julien Bryois, Gerome Breen, Enda M. Byrne, Andreas J. Forstner, Peter A. Holmans, Christiaan A. de Leeuw, Manuel Mattheisen, Andrew McQuillin, Jennifer M. Whitehead Pavlides, Tune H. Pers, Stephan Ripke, Eli A. Stahl, Stacy Steinberg, Vassily Trubetskoy, Maciej Trzaskowski, Yunpeng Wang, Liam Abbott, Abdel Abdellaoui, Mark J. Adams, Annelie Nordin Adolfsson, Esben Agerbo, Huda Akil, Diego Albani, Ney Alliey-Rodriguez, Thomas D. Als, Till F.M. Andlauer, Adebayo Anjorin, Verneri Antilla, Sandra Van der Auwera, Swapnil Awasthi, Silviu-Alin Bacanu, Judith A. Badner, Marie Bækvad-Hansen, Jack D. Barchas, Nicholas Bass, Michael Bauer, Aartjan T.F. Beekman, Richard Belliveau, Sarah E. Bergen, Tim B. Bigdeli, Elisabeth B. Binder, Erlend Bøen, Marco Boks, James Boocock, Monika Budde, William Bunney, Margit Burmeister, Henriette N. Buttenschøn, Jonas Bybjerg-Grauholm, William Byerley, Na Cai, Miquel Casas, Enrique Castelao, Felecia Cerrato, Pablo Cervantes, Kimberly Chambert, Alexander W. Charney, Danfeng Chen, Jane Hvarregaard Christensen, Claire Churchhouse, David St Clair, Toni-Kim Clarke, Lucía Colodro-Conde, William Coryell, Baptiste Couvy-Duchesne, David W. Craig, Gregory E. Crawford, Cristiana Cruceanu, Piotr M. Czerski, Anders M. Dale, Gail Davies, Ian J. Deary, Franziska Degenhardt, Jurgen Del-Favero, J Raymond DePaulo, Eske M. Derks, Nese Direk, Srdjan Djurovic, Amanda L. Dobbyn, Conor V. Dolan, Ashley Dumont, Erin C. Dunn, Thalia C. Eley, Torbjørn Elvsåshagen, Valentina Escott-Price, Chun Chieh Fan, Hilary K. Finucane, Sascha B. Fischer, Matthew Flickinger, Jerome C. Foo, Tatiana M. Foroud, Liz Forty, Josef Frank, Christine Fraser, Nelson B. Freimer, Louise Frisén, Katrin Gade, Diane Gage, Julie Garnham, Claudia Giambartolomei, Fernando S. Goes, Jaqueline Goldstein, Scott D. Gordon, Katherine Gordon-Smith, Elaine K. Green, Melissa J. Green, Tiffany A. Greenwood, Jakob Grove, Weihua Guan, Lynsey S. Hall, Marian L. Hamshere, Christine Søholm Hansen, Thomas F. Hansen, Martin Hautzinger, Urs Heilbronner, Albert M. van Hemert, Stefan Herms, Ian B. Hickie, Maria Hipolito, Per Hoffmann, Dominic Holland, Georg Homuth, Carsten Horn, Jouke-Jan Hottenga, Laura Huckins, Marcus Ising, Stéphane Jamain, Rick Jansen, Jessica S. Johnson, Simone de Jong, Eric Jorgenson, Anders Juréus, Radhika Kandaswamy, Robert Karlsson, James L. Kennedy, Farnush Farhadi Hassan Kiadeh, Sarah Kittel-Schneider, James A. Knowles, Manolis Kogevinas, Isaac S. Kohane, Anna C. Koller, Julia Kraft, Warren W. Kretzschmar, Jesper Krogh, Ralph Kupka, Zoltán Kutalik, Catharina Lavebratt, Jacob Lawrence, William B. Lawson, Markus Leber, Phil H. Lee, Shawn E. Levy, Jun Z. Li, Yihan Li, Penelope A. Lind, Chunyu Liu, Loes M. Olde Loohuis, Anna Maaser, Donald J. MacIntyre, Dean F. MacKinnon, Pamela B. Mahon, Wolfgang Maier, Robert M. Maier, Jonathan Marchini, Lina Martinsson, Hamdi Mbarek, Steve McCarroll, Patrick McGrath, Peter McGuffin, Melvin G. McInnis, James D. McKay, Helena Medeiros, Sarah E. Medland, Divya Mehta, Fan Meng, Christel M. Middeldorp, Evelin Mihailov, Yuri Milaneschi, Lili Milani, Saira Saeed Mirza, Francis M. Mondimore, Grant W. Montgomery, Derek W. Morris, Sara Mostafavi, Thomas W. Mühleisen, Niamh Mullins, Matthias Nauck, Bernard Ng, Hoang Nguyen, Caroline M. Nievergelt, Michel G. Nivard, Evaristus A. Nwulia, Dale R. Nyholt, Claire O'Donovan, Paul F. O'Reilly, Anil P.S. Ori, Lilijana Oruc, Urban Ösby, Hogni Oskarsson, Jodie N. Painter, José Guzman Parra, Carsten Bøcker Pedersen, Marianne Giørtz Pedersen, Amy Perry, Roseann E. Peterson, Erik Pettersson, Wouter J. Peyrot, Andrea Pfennig, Giorgio Pistis, Shaun M. Purcell, Jorge A. Quiroz, Per Qvist, Eline J. Regeer, Andreas Reif, Céline S. Reinbold, John P. Rice, Brien P. Riley, Fabio Rivas, Margarita Rivera, Panos Roussos, Douglas M. Ruderfer, Euijung Ryu, Cristina Sánchez-Mora, Alan F. Schatzberg, William A. Scheftner, Robert Schoevers, Nicholas J. Schork, Eva C. Schulte, Tatyana Shehktman, Ling Shen, Jianxin Shi, Paul D. Shilling, Stanley I. Shyn, Engilbert Sigurdsson, Claire Slaney, Olav B. Smeland, Johannes H. Smit, Daniel J. Smith, Janet L. Sobell, Anne T. Spijker, Michael Steffens, John S. Strauss, Fabian Streit, Jana Strohmaier, Szabolcs Szelinger, Katherine E. Tansey, Henning Teismann, Alexander Teumer, Robert C. Thompson, Wesley Thompson, Pippa A. Thomson, Thorgeir E. Thorgeirsson, Matthew Traylor, Jens Treutlein, André G. Uitterlinden, Daniel Umbricht, Helmut Vedder, Alexander Viktorin, Peter M. Visscher, Weiqing Wang, Stanley J. Watson, Bradley T. Webb, Cynthia Shannon Weickert, Thomas W. Weickert, Shantel Marie Weinsheimer, Jürgen Wellmann, Gonneke Willemsen, Stephanie H. Witt, Yang Wu, Hualin S. Xi, Wei Xu, Jian Yang, Allan H. Young, Peter Zandi, Peng Zhang, Futao Zhang, Sebastian Zollner, Rolf Adolfsson, Ingrid Agartz, Martin Alda, Volker Arolt, Lena Backlund, Bernhard T. Baune, Frank Bellivier, Klaus Berger, Wade H. Berrettini, Joanna M. Biernacka, Douglas H.R. Blackwood, Michael Boehnke, Dorret I. Boomsma, Aiden Corvin, Nicholas Craddock, Mark J. Daly, Udo Dannlowski, Enrico Domenici, Katharina Domschke, Tõnu Esko, Bruno Etain, Mark Frye, Janice M. Fullerton, Elliot S. Gershon, E.J.C. de Geus, Michael Gill, Fernando Goes, Hans J. Grabe, Maria Grigoroiu-Serbanescu, Steven P. Hamilton, Joanna Hauser, Caroline Hayward, Andrew C. Heath, David M. Hougaard, Christina M. Hultman, Ian Jones, Lisa A. Jones, René S. Kahn, Kenneth S. Kendler, George Kirov, Stefan Kloiber, Mikael Landén, Marion Leboyer, Glyn Lewis, Qingqin S. Li, Jolanta Lissowska, Susanne Lucae, Pamela A.F. Madden, Patrik K. Magnusson, Nicholas G. Martin, Fermin Mayoral, Susan L. McElroy, Andrew M. McIntosh, Francis J. McMahon, Ingrid Melle, Andres Metspalu, Philip B. Mitchell, Gunnar Morken, Ole Mors, Preben Bo Mortensen, Bertram Müller-Myhsok, Richard M. Myers, Benjamin M. Neale, Vishwajit Nimgaonkar, Merete Nordentoft, Markus M. Nöthen, Michael C. O'Donovan, Ketil J. Oedegaard, Michael J. Owen, Sara A. Paciga, Carlos Pato, Michele T. Pato, Nancy L. Pedersen, Brenda W.J. H. Penninx, Roy H. Perlis, David J. Porteous, Danielle Posthuma, James B. Potash, Martin Preisig, Josep Antoni Ramos-Quiroga, Marta Ribasés, Marcella Rietschel, Guy A. Rouleau, Catherine Schaefer, Martin Schalling, Peter R. Schofield, Thomas G. Schulze, Alessandro Serretti, Jordan W. Smoller, Hreinn Stefansson, Kari Stefansson, Eystein Stordal, Henning Tiemeier, Gustavo Turecki, Rudolf Uher, Arne E. Vaaler, Eduard Vieta, John B. Vincent, Henry Völzke, Myrna M. Weissman, Thomas Werge, Ole A. Andreassen, Anders D. Børglum, Sven Cichon, Howard J. Edenberg, Arianna Di Florio, John Kelsoe, Douglas F. Levinson, Cathryn M. Lewis, John I. Nurnberger, Roel A. Ophoff, Laura J. Scott, Pamela Sklar, Patrick F. Sullivan, Naomi R. Wray, APH - Methodology, Biological Psychology, APH - Personalized Medicine, APH - Health Behaviors & Chronic Diseases, APH - Mental Health, Amsterdam Neuroscience - Complex Trait Genetics, Complex Trait Genetics, Epidemiology, Erasmus MC other, Urology, Psychiatry, Internal Medicine, Medical Informatics, Immunology, Child and Adolescent Psychiatry / Psychology, Adult Psychiatry, Coleman J.R.I., Gaspar H.A., Bryois J., Byrne E.M., Forstner A.J., Holmans P.A., de Leeuw C.A., Mattheisen M., McQuillin A., Whitehead Pavlides J.M., Pers T.H., Ripke S., Stahl E.A., Steinberg S., Trubetskoy V., Trzaskowski M., Wang Y., Abbott L., Abdellaoui A., Adams M.J., Adolfsson A.N., Agerbo E., Akil H., Albani D., Alliey-Rodriguez N., Als T.D., Andlauer T.F.M., Anjorin A., Antilla V., Van der Auwera S., Awasthi S., Bacanu S.-A., Badner J.A., Baekvad-Hansen M., Barchas J.D., Bass N., Bauer M., Beekman A.T.F., Belliveau R., Bergen S.E., Bigdeli T.B., Binder E.B., Boen E., Boks M., Boocock J., Budde M., Bunney W., Burmeister M., Buttenschon H.N., Bybjerg-Grauholm J., Byerley W., Cai N., Casas M., Castelao E., Cerrato F., Cervantes P., Chambert K., Charney A.W., Chen D., Christensen J.H., Churchhouse C., St Clair D., Clarke T.-K., Colodro-Conde L., Coryell W., Couvy-Duchesne B., Craig D.W., Crawford G.E., Cruceanu C., Czerski P.M., Dale A.M., Davies G., Deary I.J., Degenhardt F., Del-Favero J., DePaulo J.R., Derks E.M., Direk N., Djurovic S., Dobbyn A.L., Dolan C.V., Dumont A., Dunn E.C., Eley T.C., Elvsashagen T., Escott-Price V., Fan C.C., Finucane H.K., Fischer S.B., Flickinger M., Foo J.C., Foroud T.M., Forty L., Frank J., Fraser C., Freimer N.B., Frisen L., Gade K., Gage D., Garnham J., Giambartolomei C., Goes F.S., Goldstein J., Gordon S.D., Gordon-Smith K., Green E.K., Green M.J., Greenwood T.A., Grove J., Guan W., Hall L.S., Hamshere M.L., Hansen C.S., Hansen T.F., Hautzinger M., Heilbronner U., van Hemert A.M., Herms S., Hickie I.B., Hipolito M., Hoffmann P., Holland D., Homuth G., Horn C., Hottenga J.-J., Huckins L., Ising M., Jamain S., Jansen R., Johnson J.S., de Jong S., Jorgenson E., Jureus A., Kandaswamy R., Karlsson R., Kennedy J.L., Hassan Kiadeh F.F., Kittel-Schneider S., Knowles J.A., Kogevinas M., Kohane I.S., Koller A.C., Kraft J., Kretzschmar W.W., Krogh J., Kupka R., Kutalik Z., Lavebratt C., Lawrence J., Lawson W.B., Leber M., Lee P.H., Levy S.E., Li J.Z., Li Y., Lind P.A., Liu C., Olde Loohuis L.M., Maaser A., MacIntyre D.J., MacKinnon D.F., Mahon P.B., Maier W., Maier R.M., Marchini J., Martinsson L., Mbarek H., McCarroll S., McGrath P., McGuffin P., McInnis M.G., McKay J.D., Medeiros H., Medland S.E., Mehta D., Meng F., Middeldorp C.M., Mihailov E., Milaneschi Y., Milani L., Mirza S.S., Mondimore F.M., Montgomery G.W., Morris D.W., Mostafavi S., Muhleisen T.W., Mullins N., Nauck M., Ng B., Nguyen H., Nievergelt C.M., Nivard M.G., Nwulia E.A., Nyholt D.R., O'Donovan C., O'Reilly P.F., Ori A.P.S., Oruc L., Osby U., Oskarsson H., Painter J.N., Parra J.G., Pedersen C.B., Pedersen M.G., Perry A., Peterson R.E., Pettersson E., Peyrot W.J., Pfennig A., Pistis G., Purcell S.M., Quiroz J.A., Qvist P., Regeer E.J., Reif A., Reinbold C.S., Rice J.P., Riley B.P., Rivas F., Rivera M., Roussos P., Ruderfer D.M., Ryu E., Sanchez-Mora C., Schatzberg A.F., Scheftner W.A., Schoevers R., Schork N.J., Schulte E.C., Shehktman T., Shen L., Shi J., Shilling P.D., Shyn S.I., Sigurdsson E., Slaney C., Smeland O.B., Smit J.H., Smith D.J., Sobell J.L., Spijker A.T., Steffens M., Strauss J.S., Streit F., Strohmaier J., Szelinger S., Tansey K.E., Teismann H., Teumer A., Thompson R.C., Thompson W., Thomson P.A., Thorgeirsson T.E., Traylor M., Treutlein J., Uitterlinden A.G., Umbricht D., Vedder H., Viktorin A., Visscher P.M., Wang W., Watson S.J., Webb B.T., Weickert C.S., Weickert T.W., Weinsheimer S.M., Wellmann J., Willemsen G., Witt S.H., Wu Y., Xi H.S., Xu W., Yang J., Young A.H., Zandi P., Zhang P., Zhang F., Zollner S., Adolfsson R., Agartz I., Alda M., Arolt V., Backlund L., Baune B.T., Bellivier F., Berger K., Berrettini W.H., Biernacka J.M., Blackwood D.H.R., Boehnke M., Boomsma D.I., Corvin A., Craddock N., Daly M.J., Dannlowski U., Domenici E., Domschke K., Esko T., Etain B., Frye M., Fullerton J.M., Gershon E.S., de Geus E.J.C., Gill M., Goes F., Grabe H.J., Grigoroiu-Serbanescu M., Hamilton S.P., Hauser J., Hayward C., Heath A.C., Hougaard D.M., Hultman C.M., Jones I., Jones L.A., Kahn R.S., Kendler K.S., Kirov G., Kloiber S., Landen M., Leboyer M., Lewis G., Li Q.S., Lissowska J., Lucae S., Madden P.A.F., Magnusson P.K., Martin N.G., Mayoral F., McElroy S.L., McIntosh A.M., McMahon F.J., Melle I., Metspalu A., Mitchell P.B., Morken G., Mors O., Mortensen P.B., Muller-Myhsok B., Myers R.M., Neale B.M., Nimgaonkar V., Nordentoft M., Nothen M.M., O'Donovan M.C., Oedegaard K.J., Owen M.J., Paciga S.A., Pato C., Pato M.T., Pedersen N.L., Penninx B.W.J.H., Perlis R.H., Porteous D.J., Posthuma D., Potash J.B., Preisig M., Ramos-Quiroga J.A., Ribases M., Rietschel M., Rouleau G.A., Schaefer C., Schalling M., Schofield P.R., Schulze T.G., Serretti A., Smoller J.W., Stefansson H., Stefansson K., Stordal E., Tiemeier H., Turecki G., Uher R., Vaaler A.E., Vieta E., Vincent J.B., Volzke H., Weissman M.M., Werge T., Andreassen O.A., Borglum A.D., Cichon S., Edenberg H.J., Di Florio A., Kelsoe J., Levinson D.F., Lewis C.M., Nurnberger J.I., Ophoff R.A., Scott L.J., Sklar P., Sullivan P.F., Wray N.R., and Breen G.
Subjects: 0301 basic medicine, Netherlands Twin Register (NTR), Genetic correlation, Genome-wide association study, Mood Disorder, Bipolar disorder, Population, BF, Genomics, Major depressive disorder, Affective disorder, Article, Mice, 03 medical and health sciences, 0302 clinical medicine, Risk Factors, mental disorders, medicine, Animals, ddc:610, education, Depression (differential diagnoses), Biological Psychiatry, 030304 developmental biology, Genetic association, Genetics, Depressive Disorder, Major, 0303 health sciences, education.field_of_study, Animal, business.industry, Risk Factor, medicine.disease, 3. Good health, Affective disorders, 030104 developmental biology, Mood, Mood disorders, RC0321, Biological psychiatry, business, 030217 neurology & neurosurgery, Clinical psychology
Abstract: BackgroundMood disorders (including major depressive disorder and bipolar disorder) affect 10-20% of the population. They range from brief, mild episodes to severe, incapacitating conditions that markedly impact lives. Despite their diagnostic distinction, multiple approaches have shown considerable sharing of risk factors across the mood disorders.MethodsTo clarify their shared molecular genetic basis, and to highlight disorder-specific associations, we meta-analysed data from the latest Psychiatric Genomics Consortium (PGC) genome-wide association studies of major depression (including data from 23andMe) and bipolar disorder, and an additional major depressive disorder cohort from UK Biobank (total: 185,285 cases, 439,741 controls; non-overlapping N = 609,424).ResultsSeventy-three loci reached genome-wide significance in the meta-analysis, including 15 that are novel for mood disorders. More genome-wide significant loci from the PGC analysis of major depression than bipolar disorder reached genome-wide significance. Genetic correlations revealed that type 2 bipolar disorder correlates strongly with recurrent and single episode major depressive disorder. Systems biology analyses highlight both similarities and differences between the mood disorders, particularly in the mouse brain cell types implicated by the expression patterns of associated genes. The mood disorders also differ in their genetic correlation with educational attainment – positive in bipolar disorder but negative in major depressive disorder.ConclusionsThe mood disorders share several genetic associations, and can be combined effectively to increase variant discovery. However, we demonstrate several differences between these disorders. Analysing subtypes of major depressive disorder and bipolar disorder provides evidence for a genetic mood disorders spectrum.
Published: 2020

136. Mapping Cortical and Subcortical Asymmetry in Obsessive-Compulsive Disorder: Findings From the ENIGMA Consortium

Author: Xiang-Zhen Kong, Premika S.W. Boedhoe, Yoshinari Abe, Pino Alonso, Stephanie H. Ameis, Paul D. Arnold, Francesca Assogna, Justin T. Baker, Marcelo C. Batistuzzo, Francesco Benedetti, Jan C. Beucke, Irene Bollettini, Anushree Bose, Silvia Brem, Brian P. Brennan, Jan Buitelaar, Rosa Calvo, Yuqi Cheng, Kang Ik K. Cho, Sara Dallaspezia, Damiaan Denys, Benjamin A. Ely, Jamie Feusner, Kate D. Fitzgerald, Jean-Paul Fouche, Egill A. Fridgeirsson, David C. Glahn, Patricia Gruner, Deniz A. Gürsel, Tobias U. Hauser, Yoshiyuki Hirano, Marcelo Q. Hoexter, Hao Hu, Chaim Huyser, Anthony James, Fern Jaspers-Fayer, Norbert Kathmann, Christian Kaufmann, Kathrin Koch, Masaru Kuno, Gerd Kvale, Jun Soo Kwon, Luisa Lazaro, Yanni Liu, Christine Lochner, Paulo Marques, Rachel Marsh, Ignacio Martínez-Zalacaín, David Mataix-Cols, Sarah E. Medland, José M. Menchón, Luciano Minuzzi, Pedro S. Moreira, Astrid Morer, Pedro Morgado, Akiko Nakagawa, Takashi Nakamae, Tomohiro Nakao, Janardhanan C. Narayanaswamy, Erika L. Nurmi, Joseph O'Neill, Jose C. Pariente, Chris Perriello, John Piacentini, Fabrizio Piras, Federica Piras, Christopher Pittenger, Y.C. Janardhan Reddy, Oana Georgiana Rus-Oswald, Yuki Sakai, Joao R. Sato, Lianne Schmaal, H. Blair Simpson, Noam Soreni, Carles Soriano-Mas, Gianfranco Spalletta, Emily R. Stern, Michael C. Stevens, S. Evelyn Stewart, Philip R. Szeszko, David F. Tolin, Aki Tsuchiyagaito, Daan van Rooij, Guido A. van Wingen, Ganesan Venkatasubramanian, Zhen Wang, Je-Yeon Yun, Paul M. Thompson, Dan J. Stein, Odile A. van den Heuvel, Clyde Francks, Alan Anticevic, Nerisa Banaj, Nuria Bargalló, Daniel Brandeis, Geraldo F. Busatto, Anna Calvo, Valentina Ciullo, Froukje E. de Vries, Stella J. de Wit, Erin Dickie, Renate Drechsler, Madalena Esteves, Andrea Falini, Yu Fang, Martijn Figee, Martine Fontaine, Geoff Hall, Sayo Hamatani, Gregory L. Hanna, Bjarne Hansen, Keisuke Ikari, Neda Jahanshad, Ricardo Magalhães, Yasutaka Masuda, Koji Matsumoto, James T. McCracken, Euripedes C. Miguel, Jin Narumoto, Seiji Nishida, Sara Poletti, Tim Reess, Eiji Shimizu, Nuno Sousa, Jumpei Takahashi, Jinsong Tang, Anders Lillevik Thorsen, Ysbrand D. van der Werf, Dick J. Veltman, Daniela Vecchio, Susanne Walitza, Anri Watanabe, Jian Xu, Xiufeng Xu, Kei Yamada, Tokiko Yoshida, Mojtaba Zarei, Qing Zhao, Cong Zhou, ENIGMA-OCD Working Group, Adult Psychiatry, ANS - Compulsivity, Impulsivity & Attention, Graduate School, Child Psychiatry, Kong, X. -Z., Boedhoe, P. S. W., Abe, Y., Alonso, P., Ameis, S. H., Arnold, P. D., Assogna, F., Baker, J. T., Batistuzzo, M. C., Benedetti, F., Beucke, J. C., Bollettini, I., Bose, A., Brem, S., Brennan, B. P., Buitelaar, J., Calvo, R., Cheng, Y., Cho, K. I. K., Dallaspezia, S., Denys, D., Ely, B. A., Feusner, J., Fitzgerald, K. D., Fouche, J. -P., Fridgeirsson, E. A., Glahn, D. C., Gruner, P., Gursel, D. A., Hauser, T. U., Hirano, Y., Hoexter, M. Q., Hu, H., Huyser, C., James, A., Jaspers-Fayer, F., Kathmann, N., Kaufmann, C., Koch, K., Kuno, M., Kvale, G., Kwon, J. S., Lazaro, L., Liu, Y., Lochner, C., Marques, P., Marsh, R., Martinez-Zalacain, I., Mataix-Cols, D., Medland, S. E., Menchon, J. M., Minuzzi, L., Moreira, P. S., Morer, A., Morgado, P., Nakagawa, A., Nakamae, T., Nakao, T., Narayanaswamy, J. C., Nurmi, E. L., O'Neill, J., Pariente, J. C., Perriello, C., Piacentini, J., Piras, F., Pittenger, C., Reddy, Y. C. J., Rus-Oswald, O. G., Sakai, Y., Sato, J. R., Schmaal, L., Simpson, H. B., Soreni, N., Soriano-Mas, C., Spalletta, G., Stern, E. R., Stevens, M. C., Stewart, S. E., Szeszko, P. R., Tolin, D. F., Tsuchiyagaito, A., van Rooij, D., van Wingen, G. A., Venkatasubramanian, G., Wang, Z., Yun, J. -Y., Anticevic, A., Banaj, N., Bargallo, N., Brandeis, D., Busatto, G. F., Calvo, A., Ciullo, V., de Vries, F. E., de Wit, S. J., Dickie, E., Drechsler, R., Esteves, M., Falini, A., Fang, Y., Figee, M., Fontaine, M., Hall, G., Hamatani, S., Hanna, G. L., Hansen, B., Ikari, K., Jahanshad, N., Magalhaes, R., Masuda, Y., Matsumoto, K., Mccracken, J. T., Miguel, E. C., Narumoto, J., Nishida, S., Poletti, S., Reess, T., Shimizu, E., Sousa, N., Takahashi, J., Tang, J., Thorsen, A. L., van der Werf, Y. D., Veltman, D. J., Vecchio, D., Walitza, S., Watanabe, A., Xu, J., Xu, X., Yamada, K., Yoshida, T., Zarei, M., Zhao, Q., Zhou, C., Thompson, P. M., Stein, D. J., van den Heuvel, O. A., Francks, C., Netherlands Institute for Neuroscience (NIN), Universidade do Minho, Anatomy and neurosciences, Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention, and Psychiatry
Subjects: 0301 basic medicine, Adult, medicine.medical_specialty, Obsessive-Compulsive Disorder, Mega-analysis, Mega-analysi, media_common.quotation_subject, Thalamus, Medicina Básica [Ciências Médicas], Audiology, Asymmetry, behavioral disciplines and activities, 03 medical and health sciences, 0302 clinical medicine, Neuroimaging, mental disorders, medicine, Image Processing, Computer-Assisted, Obsessive-compulsive disorder, Brain asymmetry, Humans, Child, Biological Psychiatry, Depression (differential diagnoses), media_common, Brain Mapping, Science & Technology, medicine.diagnostic_test, business.industry, Laterality, Neurosi obsessiva, Brain, Magnetic resonance imaging, Cerebral cortex, Magnetic Resonance Imaging, humanities, Escorça cerebral, 030104 developmental biology, Meta-analysis, Ciências Médicas::Medicina Básica, Pallidum, Anxiety, medicine.symptom, business, 030217 neurology & neurosurgery
Abstract: Accepted Manuscript, BACKGROUND: Lateralized dysfunction has been suggested in obsessive-compulsive disorder (OCD). However, it is currently unclear whether OCD is characterized by abnormal patterns of brain structural asymmetry. Here we carried out what is by far the largest study of brain structural asymmetry in OCD.METHODS: We studied a collection of 16 pediatric datasets (501 patients with OCD and 439 healthy control subjects), as well as 30 adult datasets (1777 patients and 1654 control subjects) from the OCD Working Group within the ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis) Consortium. Asymmetries of the volumes of subcortical structures, and of measures of regional cortical thickness and surface areas, were assessed based on T1-weighted magnetic resonance imaging scans, using harmonized image analysis and quality control protocols. We investigated possible alterations of brain asymmetry in patients with OCD. We also explored potential associations of asymmetry with specific aspects of the disorder and medication status.RESULTS: In the pediatric datasets, the largest case-control differences were observed for volume asymmetry of the thalamus (more leftward; Cohen's d = 0.19) and the pallidum (less leftward; d = -20.21). Additional analyses suggested putative links between these asymmetry patterns and medication status, OCD severity, or anxiety and depression comorbidities. No significant case-control differences were found in the adult datasets.CONCLUSIONS: The results suggest subtle changes of the average asymmetry of subcortical structures in pediatric OCD, which are not detectable in adults with the disorder. These findings may reflect altered neurodevelopmental processes in OCD., This research was funded by the Max Planck Society (Germany). Additional funding was from the Japan Society for the Promotion of Science (KAKENHI Grant No. 18K15523 [to YA], KAKENHI Grant No. 16K04344 [to YH], KAKENHI Grant Nos. 16K19778 and 18K07608 [to TNakam], and KAKENHI Grant No. 26461762 [to AN]); the Carlos III Health Institute (Grant No. PI14/00419 [to PA], Grant No. PI040829 cofunded by European Regional Development Fund [to LL], Grant No. FI17/00294 [to IM-Z], Grant No. PI16/00950 [to JMM], and Grant Nos. CPII16/00048, PI13/01958, and PI16/00889 cofunded by European Regional Development Funds [to CS-M]); the Ontario Mental Health Foundation (Research Training Fellowship [to SHA]); Alberta Innovates Translational Health Chair in Child and Youth Mental Health (to PDA), the Ontario Brain Institute (to PDA); the National Institute of Mental Health (Grant No. K23MH104515 [to JTB], Grant No. K23-MH092397 [to BPB], Grant No. K23MH082176 [to KDF), Grant No. R21MH101441 [to RM], Grant No. R01MH081864 [to JO and JP], and Grant No. R01MH085900 [to JO and JF], Grant No. R21MH093889 [to HBS]); Fundação de Amparo à Pesquisa do Estado de São Paulo (Grant No. 2011/21357–9 [to MCB], Grant No. 2011/21357–9 [to GFB], Grant No. 2011/21357–9 [to MQH], and Grant No. 2011/21357–9 [to ECM]); the Swiss National Science Foundation (Grant No. 320030_130237 [to SB; principal investigator, Susanne Walitza]); the Hartmann Müller Foundation (Grant No. 1460 [to SB]); the David Judah Fund at the Massachusetts General Hospital (to BPB); EU FP7 Project TACTICS (Grant No. 278948 [to JB]); the National Natural Science Foundation of China (Grant No. 81560233 [to YC] and Grant No. 81371340 [to ZW]); the International OCD Foundation (Grant No. K23 MH115206 [to PG]); the Wellcome Sir Henry Dale Fellowship (Grant No. 211155/Z/18/Z [to TUH]); the Jacobs Foundation (to TUH); the Brain and Behavior Research Foundation (2018 NARSAD Young Investigator Grant No. 27023 [to TUH]); the Agency for Medical Research and Development (Grant No. JP18dm0307002 [to YH]); the Michael Smith Foundation for Health Research (to FJ-F); the Federal Ministry of Education and Research of Germany (Grant No. BMBF-01GW0724 [to NK]); the Deutsche Forschungsgemeinschaft (Grant No. KO 3744/7–1 [to KK]); the Helse Vest Health Authority (Grant Nos. 911754 and 911880 [to GK]); the Norwegian Research Council (Grant No. HELSEFORSK 243675 [to GK]); the Marató TV3 Foundation (Grant Nos. 01/2010 and 091710 [to LL]); the Agency for Management of University and Research Grants (Grant No. 2017 SGR 881 [to LL] and 2017 SGR 1247 from the Generalitat de Catalunya [to JMM]); Fundação para a Ciência e a Tecnologia (Grant No. PDE/BDE/113604/2015 from the PhD-iHES Program [to RM], Grant No. PDE/BDE/113601/2015 from the PhD-iHES Program [to PSM]); the Japanese Ministry of Education, Culture, Sports, Science and Technology (Grant-in-Aid for Scientific Research (Grant Nos. 22591262, 25461732, and 16K10253 [to TNakao]); the Government of India Department of Science and Technology (DST INSPIRE Faculty Grant No. -IFA12-LSBM-26 [to JCN] and Grant No. SR/S0/HS/0016/2011 [to YCJR]); the Government of India Department of Biotechnology (Grant No. BT/06/IYBA/2012 [to JCN] and Grant No. BT/PR13334/Med/30/259/2009 [to YCJR]); the New York State Office of Mental Health (to HBS); the Italian Ministry of Health (Grant No. RC13-14-15-16A [to GS]); the National Center for Advancing Translational Sciences (Grant No. UL1TR000067/KL2TR00069 [to ERS]); the Canadian Institutes of Health Research (to SES); the Michael Smith Foundation for Health Research (to SES); the British Columbia Provincial Health Services Authority (to SES); the Netherlands Organization for Scientific Research (Grant No. NWO/ZonMW Vidi 917.15.318 [to GAvW]); the Wellcome-DBT India Alliance (Grant No. 500236/Z/11/Z [to GV]); the Shanghai Key Laboratory of Psychotic Disorders (Grant No. 13dz2260500 [to ZW]).
Published: 2020

137. Comorbid chronic pain and depression: Shared risk factors and differential antidepressant effectiveness

Author: Michelle K. Lupton, Gabriel Cuellar-Partida, Enda M. Byrne, Nicholas G. Martin, Miguel E. Rentería, Ian B. Hickie, William H. Roughan, Adrian I. Campos, Luis M. García-Marín, Sarah E. Medland, Naomi R. Wray, and Trung Thanh Ngo
Subjects: Sertraline, medicine.medical_specialty, Suicide attempt, business.industry, Chronic pain, Venlafaxine, Pharmacoepidemiology, medicine.disease, Comorbidity, medicine, Escitalopram, Psychiatry, business, Depression (differential diagnoses), medicine.drug
Abstract: SUMMARY Background The bidirectional relationship between depression and chronic pain is well recognized but their clinical management remains challenging. Here we characterize the shared aetiology and risk factors for their comorbidity using large population cohorts to advance understanding of pharmacological treatment outcomes. Methods Participants completed online questionnaires about chronic pain, psychiatric symptoms, comorbidities, treatment response and general health (N=13,839). Logistic regression models were used to examine the relationship between chronic pain and clinical and demographic factors. Cumulative linked logistic regressions assessed the effect of chronic pain on treatment response for 10 different antidepressants. Findings Chronic pain was associated with an increased risk of depression (OR=1.86 [1.37–2.54]), recent suicide attempt (OR=1.88[1.14–3.09]), higher use of alcohol, tobacco and painkiller misuse. Participants with comorbid chronic pain and depression reported fewer functional benefits from antidepressant use and lower benefits from sertraline (OR=0.75[0.68–0.83]), escitalopram (OR=0.75[0.67–0.85]) and venlafaxine (OR=0.78[0.68–0.88]) when compared to participants without chronic pain. Furthermore, participants taking sertraline (OR=0.45[0.30–0.67]), escitalopram (OR=0.45[0.27–0.74]) and citalopram (OR=0.32[0.15–0.67]) specifically for chronic pain reported lower benefits compared to other participants taking these same medications but not for chronic pain. Interpretation The findings reveal novel insights into the complex relationship between chronic pain and depression. Treatment response analyses indicate differential effectiveness between particular antidepressants and poorer functional outcomes for these comorbid conditions. Further assessment is warranted in targeted interventional trials. This approach will advance precision psychiatry and assist in clinical management by choosing the most suitable treatment for patients, informed by specific symptoms and comorbidities. Funding source Data collection for the Australian Genetics of Depression Study was possible thanks to funding from the Australian National Health and Medical Research Council (NHMRC) to NGM (GNT1086683); data collection for the Prospective Imaging Study of Ageing: Genes, Brain and Behaviour was possible thanks to an NHMRC Dementia Research Team Grant administered by QIMR Berghofer Medical Research Institute (GNT1095227). The research funders did not participate in the study design, data analyses, results interpretation or writing of the manuscript.
Published: 2020
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138. Brain correlates of suicide attempt in 18,925 participants across 18 international cohorts

Author: Sean N. Hatton, Aditya Singh, Ronny Redlich, Matthew A. Harris, Tiffany C. Ho, Axel Krug, Cynthia H.Y. Fu, Robin Bülow, Simon Schmitt, Frank P. MacMaster, Dominik Grotegerd, Heather C. Whalley, Tracy Erwin-Grabner, Jennifer W. Evans, Nic J.A. van der Wee, Mark Adams, Susanne Meinert, Tony T. Yang, Ian B. Hickie, Margaret J. Wright, Lena Waltemate, Kang Sim, Tina Meller, Ian H. Gotlib, Hans J. Grabe, Tilo Kircher, Sarah E. Medland, Nils Opel, Andrew M. McIntosh, Liesbeth Reneman, Adrian I. Campos, Jonathan Repple, Colm G. Connolly, Katharina Wittfeld, Danai Dima, Frederike Stein, Hannah Lemke, Udo Dannlowski, Anouk Schrantee, Greig I. de Zubicaray, Ben J. Harrison, Carlos A. Zarate, Igor Nenadic, Steven J.A. van der Werff, Christopher G. Davey, Katharina Brosch, Roberto Goya-Maldonado, Elena Pozzi, Nicholas G. Martin, Lianne Schmaal, Laura S. van Veltzen, Bernhard T. Baune, Dick J. Veltman, Klaus Berger, Miguel E. Rentería, Matthew D. Sacchet, Neda Jahanshad, Katie L. McMahon, Marco Hermesdorf, Paul M. Thompson, Henry Völzke, Lachlan T. Strike, Jim Lagopoulos, Anatomy and neurosciences, Psychiatry, Amsterdam Neuroscience - Brain Imaging, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Radiology and nuclear medicine, Radiology and Nuclear Medicine, APH - Mental Health, APH - Personalized Medicine, ANS - Brain Imaging, and ANS - Compulsivity, Impulsivity & Attention
Subjects: 0301 basic medicine, BF, Neuroimaging, Suicide, Attempted, Major depressive disorder, diagnostic imaging [Depressive Disorder, Major], Suicide prevention, Article, 03 medical and health sciences, 0302 clinical medicine, Intervention (counseling), Healthy control, Suicide attempt, medicine, Humans, Pooled data, ddc:610, diagnostic imaging [Brain], Biological Psychiatry, Depression (differential diagnoses), Structural magnetic resonance imaging, Suicide attempters, Depressive Disorder, Major, Brain, Control subjects, medicine.disease, Magnetic Resonance Imaging, 030227 psychiatry, 030104 developmental biology, Suicidal behavior, RC0321, Psychology, 030217 neurology & neurosurgery, Clinical psychology
Abstract: SUMMARYBackgroundSuicidal behavior is highly heterogeneous and complex. A better understanding of its biological substrates and mechanisms could inform the design of more effective suicide prevention and intervention strategies. Neuroimaging studies of suicidality have so far been conducted in small samples, prone to biases and false-positive associations, yielding inconsistent results. The ENIGMA-MDD working group aims to address the issues of poor replicability and comparability by coordinating harmonized analyses across neuroimaging studies of major depressive disorder and related phenotypes, including suicidal behavior.MethodsHere, we pool data from eighteen international cohorts with neuroimaging and clinical measurements in 18,925 participants (12,477 healthy controls and 6,448 people with depression, of whom 694 had attempted suicide). We compare regional cortical thickness and surface area, and measures of subcortical, lateral ventricular and intracranial volumes between suicide attempters, clinical controls (non-attempters with depression) and healthy controls.FindingsWe identified 25 regions of interest with statistically significant (FDRPost-hoc examinations identified neuroimaging markers associated with suicide attempt over and above the effects of depression, including smaller volumes of the left and right thalamus and the right pallidum, and lower surface area of the left inferior parietal lobe.InterpretationThis study addresses the lack of replicability and consistency in several previously published neuroimaging studies of suicide attempt, and further demonstrates the need for well-powered samples and collaborative efforts to avoid reaching biased or misleading conclusions. Our results highlight the potential involvement of the thalamus, a structure viewed historically as a passive gateway in the brain, and the pallidum, a region linked to reward response and positive affect. Future functional and connectivity studies of suicidality may focus on understanding how these regions relate to the neurobiological mechanisms of suicide attempt risk.
Published: 2020

139. Cortical Thickness Trajectories across the Lifespan: Data from 17,075 healthy individuals aged 3-90 years

Author: Stefan Ehrlich, Danai Dima, Nhat Trung Doan, Simon E. Fisher, Dominik Grotegerd, Nicholas G. Martin, Tiffany M. Chaim-Avancini, Sophie Maingault, Sean N. Hatton, Derrek P. Hibar, Vincent P. Clark, Anders M. Dale, Iris E. C. Sommer, Ben J. Harrison, Annabella Di Giorgio, Benedicto Crespo-Facorro, Ian H. Gotlib, Andrew J. Kalnin, Andreas Reif, Edith Pomarol-Clotet, Thomas Espeseth, Theodore D. Satterthwaite, Pieter J. Hoekstra, René S. Kahn, Margaret J. Wright, Núria Bargalló, Maria J. Portella, Thomas Frodl, Lianne Schmaal, Chaim Huyser, Sophia I. Thomopoulos, Odille A van den Heuvel, Rachel M. Brouwer, Rachel E. Gur, Stefan Borgwardt, Marise W. J. Machielsen, Kathryn I. Alpert, Dick J. Veltman, Sim Kang, Irina V. Lebedeva, Marcus V. Zanetti, Anne Uhlmann, Christopher R.K. Ching, John D. West, Paul Pauli, Susanne Erk, Xavier Caseras, Kun Yang, Randy L. Buckner, Julian N. Trollor, Katharina Wittfeld, Fabrice Crivello, Theo G.M. van Erp, Luisa Lázaro, Jan Egil Nordvik, Sarah Baumeister, Steven G. Potkin, Calhoun Vd, Ian B. Hickie, Giulio Pergola, Henrik Walter, Katie L. McMahon, Theophilus N. Akudjedu, Patricia J. Conrod, Nic J.A. van der Wee, Won Hee Lee, Dennis van 't Ent, Barbara Franke, Knut Schnell, Josiane Bourque, Matthew D. Sacchet, Perminder S. Sachdev, Esther Walton, Raymond Salvador, Colm McDonald, Gunter Schumann, Paul M. Thompson, Georg C. Ziegler, Erin W. Dickie, Christine Lochner, Andreas Meyer-Lindenberg, Eco J. C. de Geus, Ole A. Andreassen, Joshua L. Roffman, Oliver Grimm, Andrew M. McIntosh, Ryota Kanai, Mauricio H. Serpa, Dennis van den Meer, Jessica A. Turner, Simon Cervenka, Alexander Tomyshev, Lara M. Wierenga, Francisco X. Castellanos, Bernd Kramer, Erlend S. Dørum, Alessandro Bertolino, P. G. P. Rosa, Avram J. Holmes, Klaus-Peter Lesch, Norbert Hosten, Hilleke E. Hulshoff Pol, Jean-Paul Fouche, Neda Jahanshad, Daniel Brandeis, José M. Menchón, Jiyang Jiang, Jan K. Buitelaar, Andrew J. Saykin, Genevieve McPhilemy, Efstathios Papachristou, Hans-Jörgen Grabe, Bernd Weber, Beng-Choon Ho, Pablo Najt, Fleur M. Howells, Yannis Paloyelis, Lieuwe de Haan, Lachlan T. Strike, Dag Alnæs, David Mataix-Cols, Henry Völzke, Daniel H. Wolf, Suzanne C. Swagerman, Paola Fuentes-Claramonte, Marieke Klein, Patricia Gruner, Anthony A. James, Ingrid Agartz, Dara M. Cannon, Jim Lagopoulos, Geraldo F. Busatto, Tomohiro Nakao, Dan J. Stein, Gaelle E Doucet, Erick J. Canales-Rodríguez, Cristopher Davey, Tatyana P Klushnik, Jaap Oosterlaan, Ilya M. Veer, Steven Williams, Bernard Mazoyer, Helena Fatouros-Bergman, Yulyia Yoncheva, Ramona Baur-Streubel, Anouk den Braber, Nynke A. Groenewold, Salvador Sarró, Ignacio Martínez-Zalacaín, Sanne Koops, M. Aghajani, Lei Wang, Sarah E. Medland, C.A. Hartman, Aurora Bonvino, Pascual Sánchez-Juan, Andreas Heinz, Tobias Banaschewski, Amirhossein Modabbernia, Jilly Naaijen, Yang Wang, Sophia Frangou, Henry Brodaty, Henk Temmingh, Greig I. de Zubicaray, Nancy C. Andreasen, Carles Soriano-Mas, Neeltje E.M. van Haren, Brenna C. McDonald, Ruben C. Gur, Micael Andersson, Dorret I. Boomsma, Dirk J. Heslenfeld, Erik G. Jönsson, Oliver Gruber, Víctor Ortiz-García de la Foz, Anton Albajes-Eizagirre, David C. Glahn, Alan Breier, Heather C. Whalley, Jordan W. Smoller, Joaquim Radua, Christian K. Tamnes, Eveline A. Crone, Philip Asherson, John A. Joska, Wei Wen, Jonna Kuntsi, Lars Nyberg, Thomas H. Wassink, Diana Tordesillas-Gutiérrez, Martine Hoogman, Lars T. Westlye, Annette Conzelmann, Sarah Hohmann, and Laura Koenders
Subjects: 0303 health sciences, medicine.medical_specialty, Fractional polynomial, Cognition, Audiology, Biology, Regression, Pooling data, 03 medical and health sciences, 0302 clinical medicine, Neuroimaging genetics, Healthy individuals, medicine, General pattern, Analysis of variance, 030217 neurology & neurosurgery, 030304 developmental biology
Abstract: Delineating age-related cortical trajectories in healthy individuals is critical given the association of cortical thickness with cognition and behaviour. Previous research has shown that deriving robust estimates of age-related brain morphometric changes requires large-scale studies. In response, we conducted a large-scale analysis of cortical thickness in 17,075 individuals aged 3-90 years by pooling data through the Lifespan Working group of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium. We used fractional polynomial (FP) regression to characterize age-related trajectories in cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma (LMS) method. Inter-individual variability was estimated using meta-analysis and one-way analysis of variance. Overall, cortical thickness peaked in childhood and had a steep decrease during the first 2-3 decades of life; thereafter, it showed a gradual monotonic decrease which was steeper in men than in women particularly in middle-life. Notable exceptions to this general pattern were entorhinal, temporopolar and anterior cingulate cortices. Inter-individual variability was largest in temporal and frontal regions across the lifespan. Age and its FP combinations explained up to 59% variance in cortical thickness. These results reconcile uncertainties about age-related trajectories of cortical thickness; the centile values provide estimates of normative variance in cortical thickness, and may assist in detecting abnormal deviations in cortical thickness, and associated behavioural, cognitive and clinical outcomes.
Published: 2020

140. Short communication: Self-reported sleep-wake disturbances preceding onset of full-threshold mood and/or psychotic syndromes in community residing adolescents and young adults

Author: Enda M. Byrne, Ian B. Hickie, Sarah E. Medland, and Jan Scott
Subjects: Male, Sleep Wake Disorders, medicine.medical_specialty, Psychosis, Adolescent, Population, 03 medical and health sciences, Young Adult, 0302 clinical medicine, Sleep Initiation and Maintenance Disorders, mental disorders, medicine, Insomnia, Humans, Psychiatry, education, Depression (differential diagnoses), education.field_of_study, business.industry, Syndrome, medicine.disease, 030227 psychiatry, Psychiatry and Mental health, Clinical Psychology, Hypomania, Mood, Mood disorders, Relative risk, Female, Self Report, medicine.symptom, business, Sleep, 030217 neurology & neurosurgery
Abstract: Background Insomnia may predict onset of mental disorders in adults. However, it is unclear whether the same directional relationship exists during the peak age range for the onset of major mental disorders and/or whether other types of sleep-wake disturbance, such as hypersomnia, show similar associations. Methods Longitudinal follow-up of >1800 community residing twins and non-twin siblings (mean age ~26; 57% female). Adjusted relative risk ratios and 95% confidence intervals (Adj RR and 95% CI) were estimated for onset of depression, hypomania and psychosis in individuals with prior self-reported exposure to Insomnia and/or Hypersomnia or proxies for insomnia disorder (Insomnia and Daytime Impairment) and atypical symptom profile (Hypersomnia and Anergia). Results Risk of onset differed somewhat according to type of syndrome and the nature of sleep-wake disturbance (e.g. Insomnia alone increased risk of first onset of psychosis). Overall, the risk for onset of any syndrome was best identified using composite measures (Adj RR were ~1.5–2.5) such as Insomnia and Hypersomnia, Insomnia and Daytime Impairment, or Hypersomnia and Anergia, rather than singular items describing night-time disruption only. Conclusions The magnitude of risk of onset of major mental health problems and the availability of effective, low-cost, individual and population-based interventions for sleep-wake disturbances, suggest that it is justifiable to introduce screening for and strategies to overcome sleep problems in youth.
Published: 2020

141. Age-dependent genetic variants associated with longitudinal changes in brain structure across the lifespan

Author: Philip R. Jansen, Erlend Bøen, Erin Burke Quinlan, Javier Vázquez-Bourgon, Celso Arango, Sonja M C de Zwarte, Andrea Parolin Jackowski, Mohammad Arfan Ikram, Dennis van der Meer, Clara Alloza, Matthew S. Panizzon, Ryan L. Muetzel, Vidar M. Steen, Lars T. Westlye, Joanna Bright, Walter Heindel, Marcella Rietschel, Wei Wen, Frauke Nees, Daniel Keeser, Sintia Iole Belangero, Philip Shaw, Tiago Reis Marques, Neda Jahanshad, Jiyang Jiang, Benedicto Crespo Facorro, Tilo Kircher, David Ames, Dan J. Stein, Ulrik Fredrik Malt, Axel Krug, Kang Sim, Gaia Bonfiglio, Nhat Trung Doan, Katrin Amunts, John B.J. Kwok, Pedro Mario Pan, Udo Dannlowski, Markus M. Nöthen, Elena Shumskaya, Simon R. Cox, Sarah J. Heany, Perminder S. Sachdev, Aad van der Lugt, Mark E. Bastin, Brenda W.J.H. Penninx, Catherine Morgan, Elizabeth E.L. Buimer, Henrik Walter, Dara M. Cannon, Hugo G. Schnack, Sarah Hohmann, Evangelos Vassos, Shun Takahashi, Gloria Roberts, Simone Ciufolini, Loes M. Olde Loohuis, Penny A. Gowland, Joost Janssen, Michael N. Smolka, Temmuz Karali, Robin M. Murray, Herve Lemaitre, Karen A. Mather, Dennis van 't Ent, Derek W. Morris, William S. Kremen, Peter Falkai, Berend Malchow, Tim Hahn, Dag Alnæs, Ronny Redlich, Ingrid Agartz, Fabian Streit, João P.O.F.T. Guimarães, Nils Opel, Bernhard T. Baune, Marie-Laure Paillère Martinot, Catharina A. Hartman, Alexander Teumer, Frederike Stein, André Zugman, Nikita Setiaman, Jalmar Teeuw, Isabella A. Breukelaar, Vicente Medel, Stephanie H. Witt, Christienne G. Damatac, Nicolas Crossley, Luise Poustka, Hieab H.H. Adams, Linda Ding, Jonathan Repple, Jacqueline Hoare, Eric Artiges, Manon H.J. Hillegers, Andreas Heinz, Susanne Meinert, Tianye Jia, Diana Tordesillas-Gutiérrez, Marieke Klein, Herta Flor, Joanna M. Wardlaw, Roel A. Ophoff, Rodrigo A. Bressan, Antoine Grigis, Marcos L. Santoro, Javier González-Peñas, Thomas Espeseth, Torbjørn Elvsåshagen, Kristel R. van Eijk, Hilleke E. Hulshoff Pol, Sophia I. Thomopoulos, Gustavo Sudre, Juliane H. Fröhner, Rhoshel K. Lenroot, Bernd Ittermann, René S. Kahn, Gareth J. Barker, Wiepke Cahn, Yuri Milaneschi, Margaret J. Wright, Janita Bralten, Gail Davies, Elisabet Blok, Janice M. Fullerton, Jouke-Jan Hottenga, Paola Dazzan, Andreas J. Forstner, Leila Nabulsi, Christopher D. Whelan, Katharina Wittfeld, Mathew A. Harris, Julian N. Trollor, Mayuresh S. Korgaonkar, Igor Nenadic, Nitin Gogtay, Laura K.M. Han, Robin Bülow, Moji Aghajani, Leonard H. van den Berg, Marta Di Forti, Bronwyn Overs, Paul M. Thompson, Rick M. Tankard, Sven Cichon, Jason L. Stein, Jaap Oosterlaan, Jan K. Buitelaar, Jean-Luc Martinot, René C.W. Mandl, Victor Ortiz-García de la Foz, Robert Whelan, Svenja Caspers, Rosa Ayesa-Arriola, Sylvane Desrivières, Covadonga M. Díaz-Caneja, Ole A. Andreassen, Gunter Schumann, Arun L.W. Bokde, Alyssa H. Zhu, Henk-Jan Westeneng, Emma Sprooten, Sergi Papiol, Giovanni Abrahão Salum, Neeltje E.M. van Haren, Simon E. Fisher, Dominik Grotegerd, Casper L. de Mol, Alzheimer’s Disease Neuroimaging Initiative, Dorret I. Boomsma, Gennady V. Roshchupkin, Pieter J. Hoekstra, Andreas Jansen, Peter R. Schofield, Tonya White, Maria J. Knol, Rachel M. Brouwer, Martijn G.J.C. Koevoets, Thomas W. Mühleisen, Katharina Dohm, Barbara Franke, Philip B. Mitchell, Colm McDonald, Anbupalam Thalamuthu, Henry Brodaty, Gary Donohoe, Stephanie Le Hellard, Shareefa Dalvie, Georg Homuth, Jan H. Veldink, Nicola J. Armstrong, Christiane Jockwitz, Sarah E. Medland, Katrina L. Grasby, Tobias Banaschewski, Hans J. Grabe, Hugh Garavan, Dirk J. Heslenfeld, Erik G. Jönsson, Carol E. Franz, and Janik Goltermann
Subjects: 2. Zero hunger, Apolipoprotein E, 0303 health sciences, Brain morphometry, Human brain, Biology, medicine.disease, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, medicine.anatomical_structure, Atrophy, Schizophrenia, Ageing, medicine, Cognitive skill, Neuroscience, 030217 neurology & neurosurgery, Depression (differential diagnoses), 030304 developmental biology
Abstract: SummaryHuman brain structure changes throughout our lives. Altered brain growth or rates of decline are implicated in a vast range of psychiatric, developmental, and neurodegenerative diseases. Here, we identified common genetic variants that affect rates of brain growth or atrophy, in the first genome-wide association meta-analysis of changes in brain morphology across the lifespan. Longitudinal MRI data from 15,640 individuals were used to compute rates of change for 15 brain structures. The most robustly identified genesGPR139, DACH1andAPOEare associated with metabolic processes. We demonstrate global genetic overlap with depression, schizophrenia, cognitive functioning, insomnia, height, body mass index and smoking. Gene-set findings implicate both early brain development and neurodegenerative processes in the rates of brain changes. Identifying variants involved in structural brain changes may help to determine biological pathways underlying optimal and dysfunctional brain development and ageing.
Published: 2020

142. Symptom-level genetic modelling identifies novel risk loci and unravels the shared genetic architecture of anxiety and depression

Author: Nicholas G. Martin, Eske M. Derks, Jackson G. Thorp, Jiyuan An, Stuart MacGregor, Jue-Sheng Ong, Sarah E. Medland, Wei Wang, Suyash Shringarpure, Andrew D. Grotzinger, Adrian I. Campos, Christel M. Middeldorp, Zachary Gerring, and Enda M. Byrne
Subjects: business.industry, media_common.quotation_subject, Genome-wide association study, medicine.disease, Comorbidity, Neuroticism, Genetic architecture, Trait, Medicine, Personality, Anxiety, medicine.symptom, business, Depression (differential diagnoses), Clinical psychology, media_common
Abstract: Depression and anxiety are highly prevalent and comorbid psychiatric traits that cause considerable burden worldwide. Previous studies have revealed substantial genetic overlap between depression, anxiety, and a closely related personality trait – neuroticism. Here, we use factor analysis and genomic structural equation modelling (Genomic SEM) to investigate the genetic factor structure underlying 28 items assessing depression, anxiety and neuroticism. Symptoms of depression and anxiety loaded on two distinct, although genetically correlated factors, while neuroticism items were partitioned between them. We leveraged this factor structure to conduct multivariate genome-wide association analyses on latent factors of anxiety symptoms and depressive symptoms, using data from over 400,000 individuals in the UK Biobank. We identified 89 independent variants for the depressive factor (61 genomic loci, 29 novel) and 102 independent variants for the anxiety factor (73 loci, 71 novels). Of these variants, 72% and 78%, respectively, replicated in an independent 23andMe cohort of ∼1.9 million individuals with self-reported diagnosis of depression (634,037 cases) and anxiety (624,615 cases). A pairwise GWAS analysis revealed substantial genetic overlap between anxiety and depression but also showed trait-specific genetic influences; e.g. genomic regions specific to depressive symptoms were associated with hypertriglyceridemia, while regions specific to anxiety symptoms were linked to blood pressure phenotypes. The substantial genetic overlap between the two traits was further evidenced by a lack of trait-specificity in polygenic prediction of depressive and anxiety symptoms. Our results provide novel insight into the genetic architecture of depression and anxiety and comorbidity between them.
Published: 2020

143. The Evolutionary History of Common Genetic Variants Influencing Human Cortical Surface Area

Author: Dan Liang, Barbara E. Stranger, Simon E. Fisher, Jodie N. Painter, Amanda K. Tilot, Siyao Liu, Lucía Colodro-Conde, Paul M. Thompson, Sarah E. Medland, Ekaterina A. Khramtsova, Lea K. Davis, Jason L. Stein, Penelope A. Lind, Fabio Macciardi, Janita Bralten, Katrina L. Grasby, Derrek P. Hibar, Sarah M Brotman, and Neda Jahanshad
Subjects: Neuroinformatics, Multifactorial Inheritance, Lineage (genetic), Cognitive Neuroscience, Quantitative Trait Loci, Genome-wide association study, cortical surface area, Biology, Genome, Visual processing, Cellular and Molecular Neuroscience, 03 medical and health sciences, 0302 clinical medicine, Neuroimaging, Cortex (anatomy), medicine, Psychology, Humans, Genetic Testing, AcademicSubjects/MED00385, Gene, 030304 developmental biology, Cerebral Cortex, 0303 health sciences, Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7], genome-wide association study, AcademicSubjects/SCI01870, Neurosciences, Genetic Variation, Experimental Psychology, Cognition, Human brain, Organ Size, Biological Evolution, Magnetic Resonance Imaging, polygenic selection, medicine.anatomical_structure, Evolutionary biology, Homo sapiens, Cognitive Sciences, Original Article, AcademicSubjects/MED00310, human gained enhancers, 030217 neurology & neurosurgery, Genetic screen, Neuroanatomy
Abstract: Contains fulltext : 231711.pdf (Publisher’s version ) (Open Access) Structural brain changes along the lineage leading to modern Homo sapiens contributed to our distinctive cognitive and social abilities. However, the evolutionarily relevant molecular variants impacting key aspects of neuroanatomy are largely unknown. Here, we integrate evolutionary annotations of the genome at diverse timescales with common variant associations from large-scale neuroimaging genetic screens. We find that alleles with evidence of recent positive polygenic selection over the past 2000-3000 years are associated with increased surface area (SA) of the entire cortex, as well as specific regions, including those involved in spoken language and visual processing. Therefore, polygenic selective pressures impact the structure of specific cortical areas even over relatively recent timescales. Moreover, common sequence variation within human gained enhancers active in the prenatal cortex is associated with postnatal global SA. We show that such variation modulates the function of a regulatory element of the developmentally relevant transcription factor HEY2 in human neural progenitor cells and is associated with structural changes in the inferior frontal cortex. These results indicate that non-coding genomic regions active during prenatal cortical development are involved in the evolution of human brain structure and identify novel regulatory elements and genes impacting modern human brain structure.
Published: 2020

144. Analysis of structural brain asymmetries in Attention-Deficit/Hyperactivity Disorder in 39 datasets

Author: Barbara Franke, David C. Glahn, Neda Jahanshad, Paul M. Thompson, Martine Hoogman, Clyde Francks, Merel Postema, Simon E. Fisher, and Sarah E. Medland
Subjects: medicine.medical_specialty, business.industry, media_common.quotation_subject, Caudate nucleus, Audiology, medicine.disease, behavioral disciplines and activities, Asymmetry, 030227 psychiatry, 03 medical and health sciences, 0302 clinical medicine, Globus pallidus, Age groups, Autism spectrum disorder, mental disorders, Medicine, Brain asymmetry, Attention deficit hyperactivity disorder, Orbitofrontal cortex, business, 030217 neurology & neurosurgery, media_common
Abstract: ObjectiveSome studies have suggested alterations of structural brain asymmetry in attention-deficit/hyperactivity disorder (ADHD), but findings have been contradictory and based on small samples. Here we performed the largest-ever analysis of brain left-right asymmetry in ADHD, using 39 datasets of the ENIGMA consortium.MethodsWe analyzed asymmetry of subcortical and cerebral cortical structures in up to 1,978 people with ADHD and unaffected 1,917 controls. Asymmetry Indexes (AIs) were calculated per participant for each bilaterally paired measure, and linear mixed effects modelling was applied separately in children, adolescents, adults, and the total sample, to test exhaustively for potential associations of ADHD with structural brain asymmetries.ResultsThere was no evidence for altered caudate nucleus asymmetry in ADHD, in contrast to prior literature. In children, there was less rightward asymmetry of the total hemispheric surface area compared to controls (t=2.4, P=0.019). Lower rightward asymmetry of medial orbitofrontal cortex surface area in ADHD (t=2.4, P=0.007) was similar to a recent finding for autism spectrum disorder. There were also some differences in cortical thickness asymmetry across age groups. In adults with ADHD, globus pallidus asymmetry was altered compared to those without ADHD. However, all effects were small (Cohen’s d from −0.18 to 0.18) and would not survive study-wide correction for multiple testing.ConclusionPrior studies of altered structural brain asymmetry in ADHD were likely underpowered to detect the small effects reported here. Altered structural asymmetry is unlikely to provide a useful biomarker for ADHD, but may provide neurobiological insights into the trait.
Published: 2020

145. Genome-wide Association Analysis in Humans Links Nucleotide Metabolism to Leukocyte Telomere Length

Author: Joris Deelen, Antonia Trichopoulou, Sara Hägg, Kim Overvad, Elisabete Weiderpass, Iryna O. Fedko, Rudolf Kaaks, Nicola D. Kerrison, Kirsi H. Pietiläinen, Ida Surakka, Veikko Salomaa, Svetlana Stoma, Jaakko Kaprio, Alessandra Allione, Cornelia M. van Duijn, Nicholas G. Martin, Veryan Codd, Olle Melander, Nilesh J. Samani, Josine E. Verhoeven, Anne Tjønneland, Natalia Pervjakova, Domenico Palli, Adam S. Butterworth, Nicholas J. Wareham, María Dolores Chirlaque, P. Eline Slagboom, Massimo Mangino, Pascal P. Arp, Christopher P. Nelson, Brenda W.J.H. Penninx, Jessica L. Buxton, Pietro Ferrari, Tao Jiang, Iiris Hovatta, Taylor K. Loe, N. Charlotte Onland-Moret, Salvatore Panico, Peter Jones, Heiner Boeing, Timothy J. Key, Luca A. Lotta, Miguel Rodríguez-Barranco, Diana van Heemst, Chen Li, Robert A. Scott, Sarah E. Medland, Giuseppe Matullo, Alexessander Couto Alves, Rosario Tumino, Jouke-Jan Hottenga, Ken K. Ong, Vittorio Krogh, Gonneke Willemsen, Andres Metspalu, Eva Albrecht, Elina Sillanpää, Johan G. Eriksson, Najaf Amin, Dale R. Nyholt, Reedik Mägi, Eros Lazzerini Denchi, Peter M. Nilsson, André G. Uitterlinden, Antonio Agudo, Yuri Milaneschi, Ashley van der Spek, Alessia Russo, Linda Broer, Federico Canzian, Marian Beekman, Grant W. Montgomery, Sophie C Warner, Guy Fagherazzi, Markus Perola, Alexandra I. F. Blakemore, Marjo-Riitta Järvelin, Robert Karlsson, Tim D. Spector, Paul W. Franks, H. Eka D. Suchiman, Claudia Langenberg, Liher Imaz, Nancy L. Pedersen, Scott D. Gordon, Stephen E. Hamby, J. Ramón Quirós, Yvonne T. van der Schouw, Concha Moreno, Christian Gieger, Pekka Jousilahti, Dorret I. Boomsma, Marc J. Gunter, Benjamin Miraglio, Gianluca Severi, John Danesh, UNIVERSITY OF OULU, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Mental Health, APH - Personalized Medicine, APH - Methodology, Sociology and Social Gerontology, Li, Chen [0000-0002-6423-6325], Ong, Kenneth [0000-0003-4689-7530], Butterworth, Adam [0000-0002-6915-9015], Danesh, John [0000-0003-1158-6791], Wareham, Nicholas [0000-0003-1422-2993], Langenberg, Claudia [0000-0002-5017-7344], Apollo - University of Cambridge Repository, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, APH - Digital Health, Institute for Molecular Medicine Finland, University of Helsinki, Research Programs Unit, CAMM - Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, HUS Abdominal Center, Department of Medicine, Endokrinologian yksikkö, Clinicum, Diabetes and Obesity Research Program, Department of General Practice and Primary Health Care, HUS Helsinki and Uusimaa Hospital District, Department of Psychology and Logopedics, Genetics, SLEEPWELL Research Program, Department of Public Health, Mind and Matter, Internal Medicine, and Epidemiology
Subjects: Netherlands Twin Register (NTR), Limfomes, LOCI, Genome-wide association study, Disease, VARIANTS, DISEASE, 0302 clinical medicine, Leukocytes, telomere length, GWAS, Genetics(clinical), Càncer, Mendelian randomisation, Thyroid cancer, Genetics (clinical), 11 Medical and Health Sciences, Cancer, Genetics, Genetics & Heredity, RISK, 0303 health sciences, Telòmer, age-related disease, biological aging, Humans, Nucleotides, Genome-Wide Association Study, Telomere, meta-analyysi, genomiikka, Genomics, CANCER, 3. Good health, 030220 oncology & carcinogenesis, MENDELIAN RANDOMIZATION, Medical genetics, Biomarker (medicine), HEART, Lymphomas, Life Sciences & Biomedicine, Medical Genetics, medicine.medical_specialty, GENES, DATABASE, Age-related Disease, Biological Aging, Mendelian Randomisation, Telomere Length, Biology, Article, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Mendelian randomization, medicine, Journal Article, 030304 developmental biology, Medicinsk genetik, Science & Technology, 06 Biological Sciences, medicine.disease, Genòmica, ikääntyminen, 1182 Biochemistry, cell and molecular biology, telomeerit, biological
Abstract: Leukocyte telomere length (LTL) is a heritable biomarker of genomic aging. In this study, we perform a genome-wide meta-analysis of LTL by pooling densely genotyped and imputed association results across large-scale European-descent studies including up to 78,592 individuals. We identify 49 genomic regions at a false dicovery rate (FDR) < 0.05 threshold and prioritize genes at 31, with five highlighting nucleotide metabolism as an important regulator of LTL. We report six genome-wide significant loci in or near SENP7, MOB1B, CARMIL1, PRRC2A, TERF2, and RFWD3, and our results support recently identified PARP1, POT1, ATM, and MPHOSPH6 loci. Phenome-wide analyses in >350,000 UK Biobank participants suggest that genetically shorter telomere length increases the risk of hypothyroidism and decreases the risk of thyroid cancer, lymphoma, and a range of proliferative conditions. Our results replicate previously reported associations with increased risk of coronary artery disease and lower risk for multiple cancer types. Our findings substantially expand current knowledge on genes that regulate LTL and their impact on human health and disease.
Published: 2020

146. Polygenic risk score, genome-wide association, and gene set analyses of cognitive domain deficits in schizophrenia

Author: James T. Voyvodic, Daniel S. O'Leary, Bryon A. Mueller, Judith M. Ford, Daniel H. Mathalon, Jatin G. Vaidya, Kelvin O. Lim, Theo G.M. van Erp, Sarah McEwen, Sarah E. Medland, Aysenil Belger, Jessica A. Turner, Vince D. Calhoun, Fabio Macciardi, Guia Guffanti, Steven G. Potkin, Juan R. Bustillo, and Soichiro Nakahara
Subjects: Male, 0301 basic medicine, Multifactorial Inheritance, Genome-wide association study, PRS, Medical and Health Sciences, 0302 clinical medicine, GWAS, 2.1 Biological and endogenous factors, Aetiology, media_common, Psychiatry, Neuropsychology, Cognition, Serious Mental Illness, Psychiatry and Mental health, Mental Health, Schizophrenic Psychology, Female, Psychology, Biotechnology, Clinical psychology, Vigilance (psychology), Adult, media_common.quotation_subject, MCCB, Genomics, Article, 03 medical and health sciences, Behavioral and Social Science, Genetics, Humans, Genetic Predisposition to Disease, Cognitive Dysfunction, Gene, Biological Psychiatry, Prevention, Human Genome, Psychology and Cognitive Sciences, Neurosciences, Brain Disorders, 030104 developmental biology, Genetic Loci, Schizophrenia, Verbal memory, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: This study assessed genetic contributions to six cognitive domains, identified by the MATRICS Cognitive Consensus Battery as relevant for schizophrenia, cognition-enhancing, clinical trials. Psychiatric Genomics Consortium Schizophrenia polygenic risk scores showed significant negative correlations with each cognitive domain. Genome-wide association analyses identified loci associated with attention/vigilance (rs830786 within HNF4G), verbal memory (rs67017972 near NDUFS4), and reasoning/problem solving (rs76872642 within HDAC9). Gene set analysis identified unique and shared genes across cognitive domains. These findings suggest involvement of common and unique mechanisms across cognitive domains and may contribute to the discovery of new therapeutic targets to treat cognitive deficits in schizophrenia.
Published: 2018

147. Mapping brain asymmetry in health and disease through the ENIGMA consortium

Author: Xiang-Zhen Kong, Merel Postema, Tulio M. Guadalupe, Carolien de Kovel, Premika S. W. Boedhoe, Martine Hoogman, Samuel R. Mathias, Daan van Rooij, Dick Schijven, David C. Glahn, Sarah E. Medland, Neda Jahanshad, Sophia I Thomopoulos, Jessica Turner, Jan Buitelaar, Theo G. M. van Erp, Barbara Franke, Simon Fisher, Dan J. Stein, Odile A. van den Heuvel, Lianne Schmaal, Paul Thompson, and Clyde Francks
Subjects: PsyArXiv|Neuroscience|Clinical Neuroscience, bepress|Life Sciences|Neuroscience and Neurobiology, bepress|Life Sciences|Neuroscience and Neurobiology|Systems Neuroscience, PsyArXiv|Neuroscience, PsyArXiv|Neuroscience|Other Neuroscience and Neurobiology, PsyArXiv|Psychiatry, bepress|Medicine and Health Sciences|Medical Specialties|Psychiatry, PsyArXiv|Neuroscience|Systems Neuroscience, bepress|Life Sciences|Neuroscience and Neurobiology|Other Neuroscience and Neurobiology
Abstract: Left-right asymmetry of the human brain is one of its cardinal features, and also a complex, multivariate trait. Decades of research have suggested that brain asymmetry may be altered in psychiatric disorders. However, findings have been inconsistent and often based on modest sample sizes. There are also open questions surrounding which structures are asymmetrical on average in the healthy population, and how variability in brain asymmetry relates to basic biological variables such as age and sex. Over the last four years, the ENIGMA-Laterality Working Group has published six studies of brain structural asymmetry based on total sample sizes of between roughly 3,500 and 17,000 individuals, which were between one and two orders of magnitude larger than those published in previous decades. A population-level mapping of average brain asymmetry was achieved, including an intriguing fronto-occipital gradient of cortical thickness asymmetry in healthy brains. ENIGMA’s multi-dataset approach also supported an empirical illustration of reproducibility of hemispheric differences across datasets. Effect sizes were estimated for brain asymmetry based on large, international, samples in relation to age, sex, handedness, and brain volume, as well as for three psychiatric disorders: Autism Spectrum Disorder was associated with subtly reduced asymmetry of cortical thickness at regions spread widely over the cortex; Pediatric Obsessive-Compulsive Disorder was associated with altered subcortical asymmetry; Major Depressive Disorder was not significantly associated with changes of asymmetry. Ongoing studies are examining brain asymmetry in other disorders. Moreover, a groundwork has been laid for possibly identifying shared genetic contributions to brain asymmetry and disorders.
Published: 2019

148. Concordance of genetic variation that increases risk for tourette syndrome and that influences its underlying neurocircuitry

Author: Derrek P. Hibar, Mary S Mufford, Neda Jahanshad, Linda Ding, Odile A. van den Heuvel, Nynke A. Groenewold, Emile R. Chimusa, Carol A. Mathews, Josh W. Cheung, Dan J. Stein, Nastassja Koen, Shareefa Dalvie, Celia van der Merwe, Raj Ramesar, Sarah E. Medland, Peristera Paschou, Paul M. Thompson, Jeremiah M. Scharf, Christine Lochner, James A. Knowles, Child Psychiatry, ANS - Compulsivity, Impulsivity & Attention, Anatomy and neurosciences, Psychiatry, and Amsterdam Neuroscience - Compulsivity, Impulsivity & Attention
Subjects: 0301 basic medicine, Oncology, Linkage disequilibrium, DNA Mutational Analysis, Genome-wide association study, Neurodegenerative, Tourette syndrome, Hippocampus, Linkage Disequilibrium, Psychiatric Genomics Consortium - Tourette Syndrome working group, 0302 clinical medicine, Neural Pathways, 2.1 Biological and endogenous factors, Psychology, Aetiology, Genetics, 0303 health sciences, Putamen, Genetic Pleiotropy, Single Nucleotide, Serious Mental Illness, Magnetic Resonance Imaging, Psychiatry and Mental health, Mental Health, Brain size, Public Health and Health Services, medicine.medical_specialty, Concordance, Clinical Sciences, Biology, Polymorphism, Single Nucleotide, Article, lcsh:RC321-571, 03 medical and health sciences, Cellular and Molecular Neuroscience, Internal medicine, Genetic variation, medicine, SNP, Humans, Genetic Predisposition to Disease, Polymorphism, lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry, Biological Psychiatry, 030304 developmental biology, Human Genome, Neurosciences, medicine.disease, Genetic architecture, Brain Disorders, 030104 developmental biology, Case-Control Studies, 030217 neurology & neurosurgery, Genome-Wide Association Study, Tourette Syndrome
Abstract: BACKGROUNDThere have been considerable recent advances in understanding the genetic architecture of Tourette Syndrome (TS) as well as its underlying neurocircuitry. However, the mechanisms by which genetic variations that increase risk for TS - and its main symptom dimensions - influence relevant brain regions are poorly understood. Here we undertook a genome-wide investigation of the overlap between TS genetic risk and genetic influences on the volume of specific subcortical brain structures that have been implicated in TS.METHODSWe obtained summary statistics for the most recent TS genome-wide association study (GWAS) from the TS Psychiatric Genomics Consortium Working Group (4,644 cases and 8,695 controls) and GWAS of subcortical volumes from the ENIGMA consortium (30,717 individuals). We also undertook analyses using GWAS summary statistics of key symptom factors in TS, namely social disinhibition and symmetry behaviour. SNP Effect Concordance Analysis (SECA) was used to examine genetic pleiotropy - the same SNP affecting two traits - and concordance - the agreement in SNP effect directions across these two traits. In addition, a conditional false discovery rate (FDR) analysis was performed, conditioning the TS risk variants on each of the seven subcortical and the intracranial brain volume GWAS. Linkage Disequilibrium Score Regression (LDSR) was used as validation of SECA.RESULTSSECA revealed significant pleiotropy between TS and putaminal (p=2×10−4) and caudal (p=4×10−4) volumes, independent of direction of effect, and significant concordance between TS and lower thalamic volume (p=1×10−3). LDSR lent additional support for the association between TS and thalamic volume (p=5.85×10−2). Furthermore, SECA revealed significant evidence of concordance between the social disinhibition symptom dimension and lower thalamic volume (p=1×10−3), as well as concordance between symmetry behaviour and greater putaminal volume (p=7×10−4). Conditional FDR analysis further revealed novel variants significantly associated with TS (p−7) when conditioning on intracranial (rs2708146, q=0.046; and rs72853320, q=0.035 and hippocampal (rs1922786, q=0.001 volumes respectively.CONCLUSIONThese data indicate concordance for genetic variations involved in disorder risk and subcortical brain volumes in TS. Further work with larger samples is needed to fully delineate the genetic architecture of these disorders and their underlying neurocircuitry.
Published: 2019

149. Genome-wide association meta-analysis of age at first cannabis use

Author: Albertine J. Oldehinkel, Dorret I. Boomsma, Camelia C. Minică, Marco P. Boks, Jacqueline M. Vink, Iryna O. Fedko, Tamara L. Wall, Nicholas G. Martin, Michael C. Stallings, Andrew C. Heath, Michael C. Neale, Abdel Abdellaoui, Marcus R. Munafò, Kristel R. van Eijk, Christian J. Hopfer, Hans M. Koot, Tellervo Korhonen, Jean Shin, Lindsay A. Farrer, Kenneth Krauter, Joel Gelernter, Josep Antoni Ramos-Quiroga, Eske M. Derks, Vanesa Richarte, Gareth E. Davies, Ian B. Hickie, Michelle Taylor, René S. Kahn, Dominique F. Maciejewski, Iris Garcia-Martínez, Teemu Palviainen, Catharina A. Hartman, Marta Ribasés, Karin J. H. Verweij, Timothy B. Bigdeli, Margaret J. Wright, Hongyu Zhao, Ilja M. Nolte, Pamela A. F. Madden, Anu Loukola, Susan Branje, Mengzhen Liu, Richard J. Rose, Richard Sherva, Harold Snieder, Scott D. Gordon, Jennifer J. Ware, Raymond K. Walters, John K. Hewitt, Jaakko Kaprio, Manon Bernard, Hamdi Mbarek, Sandra A. Brown, Pol A. C. van Lier, Miguel Casas, Wim Meeus, Robin P. Corley, Grant W. Montgomery, Cristina Sánchez-Mora, Nathan A. Gillespie, Henry R. Kranzler, Sarah E. Medland, Zdenka Pausova, Jouke-Jan Hottenga, Penelope A. Lind, Peter J. van der Most, George Davey-Smith, Matthew Hickman, Tomáš Paus, and Erik A. Ehli
Subjects: 0301 basic medicine, biology, business.industry, Medicine (miscellaneous), Single-nucleotide polymorphism, Genome-wide association study, Heritability, biology.organism_classification, Confidence interval, 3. Good health, 03 medical and health sciences, Psychiatry and Mental health, 030104 developmental biology, 0302 clinical medicine, Meta-analysis, SNP, Medicine, Cannabis, Young adult, business, 030217 neurology & neurosurgery, Demography
Abstract: Background and aims: Cannabis is one of the most commonly used substances among adolescents and young adults. Earlier age at cannabis initiation is linked to adverse life outcomes, including multi-substance use and dependence. This study estimated the heritability of age at first cannabis use and identified associations with genetic variants. Methods: A twin-based heritability analysis using 8055 twins from three cohorts was performed. We then carried out a genome-wide association meta-analysis of age at first cannabis use in a discovery sample of 24 953 individuals from nine European, North American and Australian cohorts, and a replication sample of 3735 individuals. Results: The twin-based heritability for age at first cannabis use was 38% [95% confidence interval (CI) = 19–60%]. Shared and unique environmental factors explained 39% (95% CI = 20–56%) and 22% (95% CI = 16–29%). The genome-wide association meta-analysis identified five single nucleotide polymorphisms (SNPs) on chromosome 16 within the calcium-transporting ATPase gene (ATP2C2) at P 0.8), with the strongest association at the intronic variant rs1574587 (P = 4.09E-09). Gene-based tests of association identified the ATP2C2 gene on 16q24.1 (P = 1.33e-06). Although the five SNPs and ATP2C2 did not replicate, ATP2C2 has been associated with cocaine dependence in a previous study. ATP2B2, which is a member of the same calcium signalling pathway, has been associated previously with opioid dependence. SNP-based heritability for age at first cannabis use was non-significant. Conclusion: Age at cannabis initiation appears to be moderately heritable in western countries, and individual differences in onset can be explained by separate but correlated genetic liabilities. The significant association between age of initiation and ATP2C2 is consistent with the role of calcium signalling mechanisms in substance use disorders.
Published: 2018

150. Does Childhood Trauma Moderate Polygenic Risk for Depression?

Author: Wouter J. Peyrot, Sandra Van der Auwera, Yuri Milaneschi, Conor V. Dolan, Pamela A.F. Madden, Patrick F. Sullivan, Jana Strohmaier, Stephan Ripke, Marcella Rietschel, Michel G. Nivard, Niamh Mullins, Grant W. Montgomery, Anjali K. Henders, Andrew C. Heat, Helen L. Fisher, Erin C. Dunn, Enda M. Byrne, Tracy A. Air, Bernhard T. Baune, Gerome Breen, Douglas F. Levinson, Cathryn M. Lewis, Nick G. Martin, Elliot N. Nelson, Dorret I. Boomsma, Hans J. Grabe, Naomi R. Wray, Brenda W.J.H. Penninx, Manuel Mattheisen, Maciej Trzaskowski, Abdel Abdellaoui, Mark J. Adams, Esben Agerbo, Tracy M. Air, Till F.M. Andlauer, Silviu-Alin Bacanu, Marie Bækvad-Hansen, Aartjan T.F. Beekman, Tim B. Bigdeli, Elisabeth B. Binder, Douglas H.R. Blackwood, Julien Bryois, Henriette N. Buttenschøn, Jonas Bybjerg-Grauholm, Na Cai, Enrique Castelao, Jane Hvarregaard Christensen, Toni-Kim Clarke, Jonathan R.I. Coleman, Lucía Colodro-Conde, Baptiste Couvy-Duchesne, Nick Craddock, Gregory E. Crawford, Gail Davies, Ian J. Deary, Franziska Degenhardt, Eske M. Derks, Nese Direk, Thalia C. Eley, Valentina Escott-Price, null Farnush, Farhadi Hassan Kiadeh, Hilary K. Finucane, Andreas J. Forstner, Josef Frank, Héléna A. Gaspar, Michael Gill, Fernando S. Goes, Scott D. Gordon, Jakob Grove, Lynsey S. Hall, Christine Søholm Hansen, Thomas F. Hansen, Stefan Herms, Ian B. Hicki, Per Hoffmann, Georg Homuth, Carsten Horn, Jouke-Jan Hottenga, David M. Hougaard, Marcus Ising, Rick Jansen, Eric Jorgenson, James A. Knowles, Isaac S. Kohane, Julia Kraft, Warren W. Kretzschmar, Jesper Krogh, Zoltán Kutalik, Yihan Li, Penelope A. Lind, Donald J. MacIntyre, Dean F. MacKinnon, Robert M. Maier, Wolfgang Maier, Jonathan Marchini, Hamdi Mbarek, Patrick McGrath, Peter McGuffin, Sarah E. Medland, Divya Mehta, Christel M. Middeldorp, Evelin Mihailov, Lili Milani, Francis M. Mondimore, Sara Mostafavi, Matthias Nauck, Bernard Ng, Dale R. Nyholt, Paul F. O’Reilly, Hogni Oskarsson, Michael J. Owen, Jodie N. Painter, Carsten Bøcker Pedersen, Marianne Giørtz Pedersen, Roseann E. Peterson, Erik Pettersson, Giorgio Pistis, Danielle Posthuma, Jorge A. Quiroz, Per Qvist, John P. Rice, Brien P. Riley, Margarita Rivera, Saira Saeed Mirza, Robert Schoevers, Eva C. Schulte, Ling Shen, Jianxin Shi, Stanley I. Shyn, Engilbert Sigurdsson, Grant C.B. Sinnamon, Johannes H. Smit, Daniel J. Smith, Hreinn Stefansson, Stacy Steinberg, Fabian Streit, Katherine E. Tansey, Henning Teismann, Alexander Teumer, Wesley Thompson, Pippa A. Thomson, Thorgeir E. Thorgeirsson, Matthew Traylor, Jens Treutlein, Vassily Trubetskoy, André G. Uitterlinden, Daniel Umbricht, Albert M. van Hemert, Alexander Viktorin, Peter M. Visscher, Yunpeng Wang, Bradley T. Webb, Shantel Marie Weinsheimer, Jürgen Wellmann, Gonneke Willemsen, Stephanie H. Witt, Yang Wu, Hualin S. Xi, Jian Yang, Futao Zhang, Volker Arolt, Klaus Berger, Sven Cichon, Udo Dannlowski, E.J.C. de Geus, J. Raymond DePaulo, Enrico Domenici, Katharina Domschke, Tõnu Esko, Steven P. Hamilton, Caroline Hayward, Andrew C. Heath, Kenneth S. Kendler, Stefan Kloiber, Glyn Lewis, Qingqin S. Li, Susanne Lucae, Patrik K. Magnusson, Nicholas G. Martin, Andrew M. McIntosh, Andres Metspalu, Ole Mors, Preben Bo Mortensen, Bertram Müller-Myhsok, Merete Nordentoft, Markus M. Nöthen, Michael C. O'Donovan, Sara A. Paciga, Nancy L. Pedersen, Roy H. Perlis, David J. Porteous, James B. Potash, Martin Preisig, Catherine Schaefer, Thomas G. Schulze, Jordan W. Smoller, Kari Stefansson, Henning Tiemeier, Rudolf Uher, Henry Völzke, Myrna M. Weissman, Thomas Werge, Anders D. Børglum, Biological Psychology, APH - Methodology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Mental Health, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Adult Psychiatry, ARD - Amsterdam Reproduction and Development, Epidemiology, Urology, Child and Adolescent Psychiatry / Psychology, Internal Medicine, Medical Informatics, Immunology, Psychiatry, Amsterdam Reproduction & Development (AR&D), Human genetics, Epidemiology and Data Science, and APH - Digital Health
Subjects: 0301 basic medicine, Child abuse, Adult, Male, Netherlands Twin Register (NTR), medicine.medical_specialty, Multifactorial Inheritance, polygenic risk, SDG 16 - Peace, interaction, Risk Assessment, 03 medical and health sciences, 0302 clinical medicine, Risk Factors, mental disorders, medicine, Journal Article, Humans, genetics, Genetic Predisposition to Disease, Child Abuse, Psychiatry, Child, Biological Psychiatry, Psychiatric Status Rating Scales, Depressive Disorder, Major, childhood trauma, Genetic heterogeneity, Depression, Adult Survivors of Child Abuse, SDG 16 - Peace, Justice and Strong Institutions, Case-control study, Odds ratio, medicine.disease, Justice and Strong Institutions, meta-analysis, 030104 developmental biology, Physical abuse, Logistic Models, 5-HTTLPR, Meta-analysis, Case-Control Studies, Major depressive disorder, Female, Gene-Environment Interaction, Psychology, 030217 neurology & neurosurgery
Abstract: BackgroundThe heterogeneity of genetic effects on major depressive disorder (MDD) may be partly attributable to moderation of genetic effects by environment, such as exposure to childhood trauma (CT). Indeed, previous findings in two independent cohorts showed evidence for interaction between polygenic risk scores (PRSs) and CT, albeit in opposing directions. This study aims to meta-analyze MDD-PRS × CT interaction results across these two and other cohorts, while applying more accurate PRSs based on a larger discovery sample.MethodsData were combined from 3024 MDD cases and 2741 control subjects from nine cohorts contributing to the MDD Working Group of the Psychiatric Genomics Consortium. MDD-PRS were based on a discovery sample of ∼110,000 independent individuals. CT was assessed as exposure to sexual or physical abuse during childhood. In a subset of 1957 cases and 2002 control subjects, a more detailed five-domain measure additionally included emotional abuse, physical neglect, and emotional neglect.ResultsMDD was associated with the MDD-PRS (odds ratio [OR] = 1.24, p = 3.6 × 10-5, R2 = 1.18%) and with CT (OR = 2.63, p = 3.5 × 10-18 and OR = 2.62, p = 1.4 ×10-5 for the two- and five-domain measures, respectively). No interaction was found between MDD-PRS and the two-domain and five-domain CT measure (OR = 1.00, p = .89 and OR = 1.05, p = .66).ConclusionsNo meta-analytic evidence for interaction between MDD-PRS and CT was found. This suggests that the previously reported interaction effects, although both statistically significant, can best be interpreted as chance findings. Further research is required, but this study suggests that the genetic heterogeneity of MDD is not attributable to genome-wide moderation of genetic effects by CT.
Published: 2018

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