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3. Metabolic activity of CYP2C19 and CYP2D6 on antidepressant response from 13 clinical studies using genotype imputation: a meta-analysis.

Author

Li, D, Pain, O, Chiara, F, Wong, WLE, Lo, CWH, Ripke, S, Cattaneo, A, Souery, D, Dernovsek, MZ, Henigsberg, N, Hauser, J, Lewis, G, Mors, O, Perroud, N, Rietschel, M, Uher, R, Maier, W, Baune, BT, Biernacka, JM, Bondolfi, G, Domschke, K, Kato, M, Liu, Y-L, Serretti, A, Tsai, S-J, Weinshilboum, R, GSRD Consortium, the Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, McIntosh, AM, Lewis, CM, Li, D, Pain, O, Chiara, F, Wong, WLE, Lo, CWH, Ripke, S, Cattaneo, A, Souery, D, Dernovsek, MZ, Henigsberg, N, Hauser, J, Lewis, G, Mors, O, Perroud, N, Rietschel, M, Uher, R, Maier, W, Baune, BT, Biernacka, JM, Bondolfi, G, Domschke, K, Kato, M, Liu, Y-L, Serretti, A, Tsai, S-J, Weinshilboum, R, GSRD Consortium, the Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, McIntosh, AM, and Lewis, CM

Abstract

Cytochrome P450 enzymes including CYP2C19 and CYP2D6 are important for antidepressant metabolism and polymorphisms of these genes have been determined to predict metabolite levels. Nonetheless, more evidence is needed to understand the impact of genetic variations on antidepressant response. In this study, individual clinical and genetic data from 13 studies of European and East Asian ancestry populations were collected. The antidepressant response was clinically assessed as remission and percentage improvement. Imputed genotype was used to translate genetic polymorphisms to metabolic phenotypes (poor, intermediate, normal, and rapid+ultrarapid) of CYP2C19 and CYP2D6. CYP2D6 structural variants cannot be imputed from genotype data, limiting the determination of metabolic phenotypes, and precluding testing for association with response. The association of CYP2C19 metabolic phenotypes with treatment response was examined using normal metabolizers as the reference. Among 5843 depression patients, a higher remission rate was found in CYP2C19 poor metabolizers compared to normal metabolizers at nominal significance but did not survive after multiple testing correction (OR = 1.46, 95% CI [1.03, 2.06], p = 0.033, heterogeneity I2 = 0%, subgroup difference p = 0.72). No metabolic phenotype was associated with percentage improvement from baseline. After stratifying by antidepressants primarily metabolized by CYP2C19, no association was found between metabolic phenotypes and antidepressant response. Metabolic phenotypes showed differences in frequency, but not effect, between European- and East Asian-ancestry studies. In conclusion, metabolic phenotypes imputed from genetic variants using genotype were not associated with antidepressant response. CYP2C19 poor metabolizers could potentially contribute to antidepressant efficacy with more evidence needed. Sequencing and targeted pharmacogenetic testing, alongside information on side effects, antidepressant dosage, depression me

Published
2024

4. Genome-wide study of association and interaction with maternal cytomegalovirus infection suggests new schizophrenia loci

Author

Børglum, AD, Demontis, D, Grove, J, Pallesen, J, Hollegaard, MV, Pedersen, CB, Hedemand, A, Mattheisen, M, Uitterlinden, A, Nyegaard, M, Ørntoft, T, Wiuf, C, Didriksen, M, Nordentoft, M, Nöthen, MM, Rietschel, M, Ophoff, RA, Cichon, S, Yolken, RH, Hougaard, DM, Mortensen, PB, and Mors, O

Subjects
Genetics, Schizophrenia, Brain Disorders, Mental Health, Human Genome, Infectious Diseases, Serious Mental Illness, 2.1 Biological and endogenous factors, Aetiology, Mental health, ARNTL Transcription Factors, Cadherins, Case-Control Studies, Cytomegalovirus Infections, Denmark, Female, Gene-Environment Interaction, Genetic Predisposition to Disease, Genome-Wide Association Study, Germany, Homeodomain Proteins, Humans, Maternal Exposure, Polymorphism, Single Nucleotide, Sorting Nexins, Transcription Factors, White People, Zinc Finger E-box-Binding Homeobox 1, alpha Catenin, CTNNA3, gene-environment interaction, GWAS, GWIS, region-wise analysis, ZEB1, GROUP investigators10, Biological Sciences, Medical and Health Sciences, Psychology and Cognitive Sciences, Psychiatry
Abstract

Genetic and environmental components as well as their interaction contribute to the risk of schizophrenia, making it highly relevant to include environmental factors in genetic studies of schizophrenia. This study comprises genome-wide association (GWA) and follow-up analyses of all individuals born in Denmark since 1981 and diagnosed with schizophrenia as well as controls from the same birth cohort. Furthermore, we present the first genome-wide interaction survey of single nucleotide polymorphisms (SNPs) and maternal cytomegalovirus (CMV) infection. The GWA analysis included 888 cases and 882 controls, and the follow-up investigation of the top GWA results was performed in independent Danish (1396 cases and 1803 controls) and German-Dutch (1169 cases, 3714 controls) samples. The SNPs most strongly associated in the single-marker analysis of the combined Danish samples were rs4757144 in ARNTL (P=3.78 × 10(-6)) and rs8057927 in CDH13 (P=1.39 × 10(-5)). Both genes have previously been linked to schizophrenia or other psychiatric disorders. The strongest associated SNP in the combined analysis, including Danish and German-Dutch samples, was rs12922317 in RUNDC2A (P=9.04 × 10(-7)). A region-based analysis summarizing independent signals in segments of 100 kb identified a new region-based genome-wide significant locus overlapping the gene ZEB1 (P=7.0 × 10(-7)). This signal was replicated in the follow-up analysis (P=2.3 × 10(-2)). Significant interaction with maternal CMV infection was found for rs7902091 (P(SNP × CMV)=7.3 × 10(-7)) in CTNNA3, a gene not previously implicated in schizophrenia, stressing the importance of including environmental factors in genetic studies.

Published
2014

8. Genome-wide analyses of ADHD identify 27 risk loci, refine the genetic architecture and implicate several cognitive domains.

Author

Demontis, D., Walters, G.B., Athanasiadis, G., Walters, R., Therrien, K., Nielsen, T.T., Farajzadeh, L., Voloudakis, G., Bendl, J., Zeng, B., Zhang, W, Grove, J, Als, T.D., Duan, J., Satterstrom, F.K., Bybjerg-Grauholm, J., Bækved-Hansen, M., Gudmundsson, O.O., Magnusson, S.H., Baldursson, G., Davidsdottir, K., Haraldsdottir, G.S., Agerbo, E., Hoffman, G.E., Dalsgaard, S., Martin, J., Ribasés, M., Boomsma, D.I., Soler Artigas, M., Roth Mota, N., Howrigan, D., Medland, S.E., Zayats, T., Rajagopal, V.M., Nordentoft, M., Mors, O., Hougaard, D.M., Mortensen, P.B., Daly, M.J., Faraone, S.V, Stefansson, H., Roussos, P., Franke, B., Werge, T., Neale, B.M., Stefansson, K., Børglum, A.D., Demontis, D., Walters, G.B., Athanasiadis, G., Walters, R., Therrien, K., Nielsen, T.T., Farajzadeh, L., Voloudakis, G., Bendl, J., Zeng, B., Zhang, W, Grove, J, Als, T.D., Duan, J., Satterstrom, F.K., Bybjerg-Grauholm, J., Bækved-Hansen, M., Gudmundsson, O.O., Magnusson, S.H., Baldursson, G., Davidsdottir, K., Haraldsdottir, G.S., Agerbo, E., Hoffman, G.E., Dalsgaard, S., Martin, J., Ribasés, M., Boomsma, D.I., Soler Artigas, M., Roth Mota, N., Howrigan, D., Medland, S.E., Zayats, T., Rajagopal, V.M., Nordentoft, M., Mors, O., Hougaard, D.M., Mortensen, P.B., Daly, M.J., Faraone, S.V, Stefansson, H., Roussos, P., Franke, B., Werge, T., Neale, B.M., Stefansson, K., and Børglum, A.D.

Abstract

01 februari 2023, Item does not contain fulltext, Attention-deficit hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder with a major genetic component. Here, we present a genome-wide association study meta-analysis of ADHD comprising 38,691 individuals with ADHD and 186,843 controls. We identified 27 genome-wide significant loci, highlighting 76 potential risk genes enriched among genes expressed particularly in early brain development. Overall, ADHD genetic risk was associated with several brain-specific neuronal subtypes and midbrain dopaminergic neurons. In exome-sequencing data from 17,896 individuals, we identified an increased load of rare protein-truncating variants in ADHD for a set of risk genes enriched with probable causal common variants, potentially implicating SORCS3 in ADHD by both common and rare variants. Bivariate Gaussian mixture modeling estimated that 84-98% of ADHD-influencing variants are shared with other psychiatric disorders. In addition, common-variant ADHD risk was associated with impaired complex cognition such as verbal reasoning and a range of executive functions, including attention.

Published
2023

10. Association between Global Assessment of Functioning scores and indicators of functioning, severity, and prognosis in first-time schizophrenia

Author

Köhler O, Horsdal HT, Baandrup L, Mors O, and Gasse C

Subjects
Global assessment of functioning (GAF), schizophrenia, hospitalization, incident schizophrenia, early phase treatment, Infectious and parasitic diseases, RC109-216
Abstract

Ole Köhler,1 Henriette Thisted Horsdal,2 Lone Baandrup,3,4 Ole Mors,1,5 Christiane Gasse2 1Psychosis Research Unit, Aarhus University Hospital, Risskov, 2National Centre for Register‑based Research, Department of Economics and Business Economics, Aarhus University, Aarhus, 3Center for Neuropsychiatric Schizophrenia Research, Mental Health Center Glostrup, 4Mental Health Center Copenhagen, Copenhagen, 5iPSYCH, The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Aarhus University, Aarhus, Denmark Background: Assessment of psychosocial functioning in people with schizophrenia is important. The Global Assessment of Functioning (GAF-F) scale represents a widely applied, easy, and quick tool, but its validity and reliability have been debated. The aim was to investigate whether GAF-F scores are associated with other indicators of functioning, severity, and hospitalization.Methods: A Danish population-based cohort study of adults (≥18 years) with a recorded GAF-F score at first-time schizophrenia diagnosis during 2004–2011 was performed. The internal validity of GAF-F was evaluated by assessing its association with other baseline measures of functioning and illness severity. Risk of schizophrenia hospitalization within 2 years was evaluated using Cox regression stratified by sex and adjusted for age, year of diagnosis, and inpatient/outpatient status at diagnosis.Results: We identified 2,837 cases of schizophrenia with a GAF-F score at first-time diagnosis (73.0% inpatients; 62.6% males). GAF-F was associated with several baseline measures of functioning and illness severity, such as female sex, being in work, and a longer baseline hospitalization. Lower GAF-F scores were associated with higher hospitalization risk among males (reference GAF-F 61–100): GAF-F 51–60: hazard rate ratio (HRR) =1.24 (95% confidence interval [CI] =0.89–1.75); GAF-F 41–50: HRR =1.31 (95% CI =0.97–1.77); GAF-F 31–40: HRR =1.36 (95% CI =1.01–1.82); GAF-F 21–30: HRR =1.50 (95% CI =1.09–2.06); and GAF-F 1–20: HRR =2.30 (95% CI =1.36–3.90), fitting a dose–response relationship (P=0.031). This association was not found in females.Conclusion: GAF-F at first-time schizophrenia diagnosis showed good internal validity against other measures of functionality in a Danish hospital setting. Severe impairment (as measured by the GAF-F score) at first-time schizophrenia diagnosis was associated with a higher risk of 2-year hospitalization among males, which may indicate sex differences in the course of disease and treatment response. Keywords: Global Assessment of Functioning, GAF, schizophrenia, hospitalization, incident schizophrenia, early phase treatment

Published
2016

11. Genetic analyses identify widespread sex-differential participation bias

Author

Pirastu N., Cordioli M., Nandakumar P., Mignogna G., Abdellaoui A., Hollis B., Kanai M., Rajagopal V. M., Parolo P. D. B., Baya N., Carey C. E., Karjalainen J., Als T. D., Van der Zee M. D., Day F. R., Ong K. K., Agee M., Aslibekyan S., Bell R. K., Bryc K., Clark S. K., Elson S. L., Fletez-Brant K., Fontanillas P., Furlotte N. A., Gandhi P. M., Heilbron K., Hicks B., Huber K. E., Jewett E. M., Jiang Y., Kleinman A., Lin K. -H., Litterman N. K., Luff M. K., McIntyre M. H., McManus K. F., Mountain J. L., Mozaffari S. V., Noblin E. S., Northover C. A. M., O'Connell J., Petrakovitz A. A., Pitts S. J., Poznik G. D., Sathirapongsasuti J. F., Shelton J. F., Shringarpure S., Tian C., Tung J. Y., Tunney R. J., Vacic V., Wang X., Zare A., Mortensen P. B., Mors O., Werge T., Nordentoft M., Hougaard D. M., Bybjerg-Grauholm J., Baekvad-Hansen M., Morisaki T., de Geus E., Bellocco R., Okada Y., Borglum A. D., Joshi P., Auton A., Hinds D., Neale B. M., Walters R. K., Nivard M. G., Perry J. R. B., Ganna A., Pirastu, N, Cordioli, M, Nandakumar, P, Mignogna, G, Abdellaoui, A, Hollis, B, Kanai, M, Rajagopal, V, Parolo, P, Baya, N, Carey, C, Karjalainen, J, Als, T, Van der Zee, M, Day, F, Ong, K, Agee, M, Aslibekyan, S, Bell, R, Bryc, K, Clark, S, Elson, S, Fletez-Brant, K, Fontanillas, P, Furlotte, N, Gandhi, P, Heilbron, K, Hicks, B, Huber, K, Jewett, E, Jiang, Y, Kleinman, A, Lin, K, Litterman, N, Luff, M, Mcintyre, M, Mcmanus, K, Mountain, J, Mozaffari, S, Noblin, E, Northover, C, O'Connell, J, Petrakovitz, A, Pitts, S, Poznik, G, Sathirapongsasuti, J, Shelton, J, Shringarpure, S, Tian, C, Tung, J, Tunney, R, Vacic, V, Wang, X, Zare, A, Mortensen, P, Mors, O, Werge, T, Nordentoft, M, Hougaard, D, Bybjerg-Grauholm, J, Baekvad-Hansen, M, Morisaki, T, de Geus, E, Bellocco, R, Okada, Y, Borglum, A, Joshi, P, Auton, A, Hinds, D, Neale, B, Walters, R, Nivard, M, Perry, J, Ganna, A, Biological Psychology, APH - Personalized Medicine, APH - Mental Health, and Adult Psychiatry

Subjects
Adult, Inheritance Pattern, Male, Sex Characteristics, Inheritance Patterns, Sex Characteristic, Polymorphism, Single Nucleotide, Article, United Kingdom, Bias, Genetic Loci, Sample Size, Bia, Artifact, Biological Specimen Bank, Humans, Chromosomes, Human, Female, Artifacts, Biological Specimen Banks, Genome-Wide Association Study, Human
Abstract

Genetic association results are often interpreted with the assumption that study participation does not affect downstream analyses. Understanding the genetic basis of participation bias is challenging since it requires the genotypes of unseen individuals. Here we demonstrate that it is possible to estimate comparative biases by performing a genome-wide association study contrasting one subgroup versus another. For example, we showed that sex exhibits artifactual autosomal heritability in the presence of sex-differential participation bias. By performing a genome-wide association study of sex in approximately 3.3 million males and females, we identified over 158 autosomal loci spuriously associated with sex and highlighted complex traits underpinning differences in study participation between the sexes. For example, the body mass index-increasing allele at FTO was observed at higher frequency in males compared to females (odds ratio = 1.02, P = 4.4 × 10-36). Finally, we demonstrated how these biases can potentially lead to incorrect inferences in downstream analyses and propose a conceptual framework for addressing such biases. Our findings highlight a new challenge that genetic studies may face as sample sizes continue to grow.

Published
2021

12. Genetic analyses identify widespread sex-differential participation bias

Author

Pirastu, N, Cordioli, M, Nandakumar, P, Mignogna, G, Abdellaoui, A, Hollis, B, Kanai, M, Rajagopal, V, Parolo, P, Baya, N, Carey, C, Karjalainen, J, Als, T, Van der Zee, M, Day, F, Ong, K, Agee, M, Aslibekyan, S, Bell, R, Bryc, K, Clark, S, Elson, S, Fletez-Brant, K, Fontanillas, P, Furlotte, N, Gandhi, P, Heilbron, K, Hicks, B, Huber, K, Jewett, E, Jiang, Y, Kleinman, A, Lin, K, Litterman, N, Luff, M, Mcintyre, M, Mcmanus, K, Mountain, J, Mozaffari, S, Noblin, E, Northover, C, O'Connell, J, Petrakovitz, A, Pitts, S, Poznik, G, Sathirapongsasuti, J, Shelton, J, Shringarpure, S, Tian, C, Tung, J, Tunney, R, Vacic, V, Wang, X, Zare, A, Mortensen, P, Mors, O, Werge, T, Nordentoft, M, Hougaard, D, Bybjerg-Grauholm, J, Baekvad-Hansen, M, Morisaki, T, de Geus, E, Bellocco, R, Okada, Y, Borglum, A, Joshi, P, Auton, A, Hinds, D, Neale, B, Walters, R, Nivard, M, Perry, J, Ganna, A, Pirastu N., Cordioli M., Nandakumar P., Mignogna G., Abdellaoui A., Hollis B., Kanai M., Rajagopal V. M., Parolo P. D. B., Baya N., Carey C. E., Karjalainen J., Als T. D., Van der Zee M. D., Day F. R., Ong K. K., Agee M., Aslibekyan S., Bell R. K., Bryc K., Clark S. K., Elson S. L., Fletez-Brant K., Fontanillas P., Furlotte N. A., Gandhi P. M., Heilbron K., Hicks B., Huber K. E., Jewett E. M., Jiang Y., Kleinman A., Lin K. -H., Litterman N. K., Luff M. K., McIntyre M. H., McManus K. F., Mountain J. L., Mozaffari S. V., Noblin E. S., Northover C. A. M., O'Connell J., Petrakovitz A. A., Pitts S. J., Poznik G. D., Sathirapongsasuti J. F., Shelton J. F., Shringarpure S., Tian C., Tung J. Y., Tunney R. J., Vacic V., Wang X., Zare A., Mortensen P. B., Mors O., Werge T., Nordentoft M., Hougaard D. M., Bybjerg-Grauholm J., Baekvad-Hansen M., Morisaki T., de Geus E., Bellocco R., Okada Y., Borglum A. D., Joshi P., Auton A., Hinds D., Neale B. M., Walters R. K., Nivard M. G., Perry J. R. B., Ganna A., Pirastu, N, Cordioli, M, Nandakumar, P, Mignogna, G, Abdellaoui, A, Hollis, B, Kanai, M, Rajagopal, V, Parolo, P, Baya, N, Carey, C, Karjalainen, J, Als, T, Van der Zee, M, Day, F, Ong, K, Agee, M, Aslibekyan, S, Bell, R, Bryc, K, Clark, S, Elson, S, Fletez-Brant, K, Fontanillas, P, Furlotte, N, Gandhi, P, Heilbron, K, Hicks, B, Huber, K, Jewett, E, Jiang, Y, Kleinman, A, Lin, K, Litterman, N, Luff, M, Mcintyre, M, Mcmanus, K, Mountain, J, Mozaffari, S, Noblin, E, Northover, C, O'Connell, J, Petrakovitz, A, Pitts, S, Poznik, G, Sathirapongsasuti, J, Shelton, J, Shringarpure, S, Tian, C, Tung, J, Tunney, R, Vacic, V, Wang, X, Zare, A, Mortensen, P, Mors, O, Werge, T, Nordentoft, M, Hougaard, D, Bybjerg-Grauholm, J, Baekvad-Hansen, M, Morisaki, T, de Geus, E, Bellocco, R, Okada, Y, Borglum, A, Joshi, P, Auton, A, Hinds, D, Neale, B, Walters, R, Nivard, M, Perry, J, Ganna, A, Pirastu N., Cordioli M., Nandakumar P., Mignogna G., Abdellaoui A., Hollis B., Kanai M., Rajagopal V. M., Parolo P. D. B., Baya N., Carey C. E., Karjalainen J., Als T. D., Van der Zee M. D., Day F. R., Ong K. K., Agee M., Aslibekyan S., Bell R. K., Bryc K., Clark S. K., Elson S. L., Fletez-Brant K., Fontanillas P., Furlotte N. A., Gandhi P. M., Heilbron K., Hicks B., Huber K. E., Jewett E. M., Jiang Y., Kleinman A., Lin K. -H., Litterman N. K., Luff M. K., McIntyre M. H., McManus K. F., Mountain J. L., Mozaffari S. V., Noblin E. S., Northover C. A. M., O'Connell J., Petrakovitz A. A., Pitts S. J., Poznik G. D., Sathirapongsasuti J. F., Shelton J. F., Shringarpure S., Tian C., Tung J. Y., Tunney R. J., Vacic V., Wang X., Zare A., Mortensen P. B., Mors O., Werge T., Nordentoft M., Hougaard D. M., Bybjerg-Grauholm J., Baekvad-Hansen M., Morisaki T., de Geus E., Bellocco R., Okada Y., Borglum A. D., Joshi P., Auton A., Hinds D., Neale B. M., Walters R. K., Nivard M. G., Perry J. R. B., and Ganna A.

Abstract

Genetic association results are often interpreted with the assumption that study participation does not affect downstream analyses. Understanding the genetic basis of participation bias is challenging since it requires the genotypes of unseen individuals. Here we demonstrate that it is possible to estimate comparative biases by performing a genome-wide association study contrasting one subgroup versus another. For example, we showed that sex exhibits artifactual autosomal heritability in the presence of sex-differential participation bias. By performing a genome-wide association study of sex in approximately 3.3 million males and females, we identified over 158 autosomal loci spuriously associated with sex and highlighted complex traits underpinning differences in study participation between the sexes. For example, the body mass index–increasing allele at FTO was observed at higher frequency in males compared to females (odds ratio = 1.02, P = 4.4 × 10−36). Finally, we demonstrated how these biases can potentially lead to incorrect inferences in downstream analyses and propose a conceptual framework for addressing such biases. Our findings highlight a new challenge that genetic studies may face as sample sizes continue to grow.

Published
2021

13. High loading of polygenic risk in cases with chronic schizophrenia

Author

Meier, S M, Agerbo, E, Maier, R, Pedersen, C B, Lang, M, Grove, J, Hollegaard, M V, Demontis, D, Trabjerg, B B, Hjorthøj, C, Ripke, S, Degenhardt, F, Nöthen, M M, Rujescu, D, Maier, W, Werge, T, Mors, O, Hougaard, D M, Børglum, A D, Wray, N R, Rietschel, M, Nordentoft, M, Mortensen, P B, and Mattheisen, M

Published
2016
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18. Dissecting the Shared Genetic Architecture of Suicide Attempt, Psychiatric Disorders, and Known Risk Factors

Author

Mullins, N, Kang, J, Campos, A, Coleman, JR, Edwards, AC, Galfalvy, H, Levey, DF, Lori, A, Shabalin, A, Starnawska, A, Su, M-H, Watson, HJ, Adams, M, Awasthi, S, Ganda, M, Hafferty, JD, Hishimoto, A, Kim, M, Okazaki, S, Otsuka, I, Ripke, S, Ware, EB, Bergen, AW, Berrettini, WH, Bohus, M, Brandt, H, Chang, X, Chen, WJ, Chen, H-C, Crawford, S, Crow, S, DiBlasi, E, Duriez, P, Fernandez-Aranda, F, Fichter, MM, Gallinger, S, Glatt, SJ, Gorwood, P, Guo, Y, Hakonarson, H, Halmi, KA, Hwu, H-G, Jain, S, Jamain, S, Jimenez-Murcia, S, Johnson, C, Kaplan, AS, Kaye, WH, Keel, PK, Kennedy, JL, Klump, KL, Li, D, Liao, S-C, Lieb, K, Lilenfeld, L, Liu, C-M, Magistretti, PJ, Marshall, CR, Mitchell, JE, Monson, ET, Myers, RM, Pinto, D, Powers, A, Ramoz, N, Roepke, S, Rozanov, V, Scherer, SW, Schmahl, C, Sokolowski, M, Strober, M, Thornton, LM, Treasure, J, Tsuang, MT, Witt, SH, Woodside, DB, Yilmaz, Z, Zillich, L, Adolfsson, R, Agartz, I, Air, TM, Alda, M, Alfredsson, L, Andreassen, OA, Anjorin, A, Appadurai, V, Artigas, MS, Van der Auwera, S, Azevedo, MH, Bass, N, Bau, CHD, Baune, BT, Bellivier, F, Berger, K, Biernacka, JM, Bigdeli, TB, Binder, EB, Boehnke, M, Boks, MP, Bosch, R, Braff, DL, Bryant, R, Budde, M, Byrne, EM, Cahn, W, Casas, M, Castelao, E, Cervilla, JA, Chaumette, B, Cichon, S, Corvin, A, Craddock, N, Craig, D, Degenhardt, F, Djurovic, S, Edenberg, HJ, Fanous, AH, Foo, JC, Forstner, AJ, Frye, M, Fullerton, JM, Gatt, JM, Gejman, P, Giegling, I, Grabe, HJ, Green, MJ, Grevet, EH, Grigoroiu-Serbanescu, M, Gutierrez, B, Guzman-Parra, J, Hamilton, SP, Hamshere, ML, Hartmann, A, Hauser, J, Heilmann-Heimbach, S, Hoffmann, P, Ising, M, Jones, I, Jones, LA, Jonsson, L, Kahn, RS, Kelsoe, JR, Kendler, KS, Kloiber, S, Koenen, KC, Kogevinas, M, Konte, B, Krebs, M-O, Lander, M, Lawrence, J, Leboyer, M, Lee, PH, Levinson, DF, Liao, C, Lissowska, J, Lucae, S, Mayoral, F, McElroy, SL, McGrath, P, McGuffin, P, McQuillin, A, Medland, SE, Mehta, D, Melle, I, Milaneschi, Y, Mitchell, PB, Molina, E, Morken, G, Mortensen, PB, Mueller-Myhsok, B, Nievergelt, C, Nimgaonkar, V, Noethen, MM, O'Donovan, MC, Ophoff, RA, Owen, MJ, Pato, C, Pato, MT, Penninx, BWJH, Pimm, J, Pistis, G, Potash, JB, Power, RA, Preisig, M, Quested, D, Ramos-Quiroga, JA, Reif, A, Ribases, M, Richarte, V, Rietschel, M, Rivera, M, Roberts, A, Roberts, G, Rouleau, GA, Rovaris, DL, Rujescu, D, Sanchez-Mora, C, Sanders, AR, Schofield, PR, Schulze, TG, Scott, LJ, Serretti, A, Shi, J, Shyn, S, Sirignano, L, Sklar, P, Smeland, OB, Smoller, JW, Sonuga-Barke, EJS, Spalletta, G, Strauss, JS, Swiatkowska, B, Trzaskowski, M, Turecki, G, Vilar-Ribo, L, Vincent, JB, Voelzke, H, Walters, JTR, Weickert, CS, Weickert, TW, Weissman, MM, Williams, LM, Wray, NR, Zai, CC, Ashley-Koch, AE, Beckham, JC, Hauser, ER, Hauser, MA, Kimbrel, NA, Lindquist, JH, McMahon, B, Oslin, DW, Qin, X, Agerbo, E, Borglum, AD, Breen, G, Erlangsen, A, Esko, T, Gelernter, J, Hougaard, DM, Kessler, RC, Kranzler, HR, Li, QS, Martin, NG, McIntosh, AM, Mors, O, Nordentoft, M, Olsen, CM, Porteous, D, Ursano, RJ, Wasserman, D, Werge, T, Whiteman, DC, Bulik, CM, Coon, H, Demontis, D, Docherty, AR, Kuo, P-H, Lewis, CM, Mann, JJ, Renteria, ME, Smith, DJ, Stahl, EA, Stein, MB, Streit, F, Willour, V, Ruderfer, DM, Mullins, N, Kang, J, Campos, A, Coleman, JR, Edwards, AC, Galfalvy, H, Levey, DF, Lori, A, Shabalin, A, Starnawska, A, Su, M-H, Watson, HJ, Adams, M, Awasthi, S, Ganda, M, Hafferty, JD, Hishimoto, A, Kim, M, Okazaki, S, Otsuka, I, Ripke, S, Ware, EB, Bergen, AW, Berrettini, WH, Bohus, M, Brandt, H, Chang, X, Chen, WJ, Chen, H-C, Crawford, S, Crow, S, DiBlasi, E, Duriez, P, Fernandez-Aranda, F, Fichter, MM, Gallinger, S, Glatt, SJ, Gorwood, P, Guo, Y, Hakonarson, H, Halmi, KA, Hwu, H-G, Jain, S, Jamain, S, Jimenez-Murcia, S, Johnson, C, Kaplan, AS, Kaye, WH, Keel, PK, Kennedy, JL, Klump, KL, Li, D, Liao, S-C, Lieb, K, Lilenfeld, L, Liu, C-M, Magistretti, PJ, Marshall, CR, Mitchell, JE, Monson, ET, Myers, RM, Pinto, D, Powers, A, Ramoz, N, Roepke, S, Rozanov, V, Scherer, SW, Schmahl, C, Sokolowski, M, Strober, M, Thornton, LM, Treasure, J, Tsuang, MT, Witt, SH, Woodside, DB, Yilmaz, Z, Zillich, L, Adolfsson, R, Agartz, I, Air, TM, Alda, M, Alfredsson, L, Andreassen, OA, Anjorin, A, Appadurai, V, Artigas, MS, Van der Auwera, S, Azevedo, MH, Bass, N, Bau, CHD, Baune, BT, Bellivier, F, Berger, K, Biernacka, JM, Bigdeli, TB, Binder, EB, Boehnke, M, Boks, MP, Bosch, R, Braff, DL, Bryant, R, Budde, M, Byrne, EM, Cahn, W, Casas, M, Castelao, E, Cervilla, JA, Chaumette, B, Cichon, S, Corvin, A, Craddock, N, Craig, D, Degenhardt, F, Djurovic, S, Edenberg, HJ, Fanous, AH, Foo, JC, Forstner, AJ, Frye, M, Fullerton, JM, Gatt, JM, Gejman, P, Giegling, I, Grabe, HJ, Green, MJ, Grevet, EH, Grigoroiu-Serbanescu, M, Gutierrez, B, Guzman-Parra, J, Hamilton, SP, Hamshere, ML, Hartmann, A, Hauser, J, Heilmann-Heimbach, S, Hoffmann, P, Ising, M, Jones, I, Jones, LA, Jonsson, L, Kahn, RS, Kelsoe, JR, Kendler, KS, Kloiber, S, Koenen, KC, Kogevinas, M, Konte, B, Krebs, M-O, Lander, M, Lawrence, J, Leboyer, M, Lee, PH, Levinson, DF, Liao, C, Lissowska, J, Lucae, S, Mayoral, F, McElroy, SL, McGrath, P, McGuffin, P, McQuillin, A, Medland, SE, Mehta, D, Melle, I, Milaneschi, Y, Mitchell, PB, Molina, E, Morken, G, Mortensen, PB, Mueller-Myhsok, B, Nievergelt, C, Nimgaonkar, V, Noethen, MM, O'Donovan, MC, Ophoff, RA, Owen, MJ, Pato, C, Pato, MT, Penninx, BWJH, Pimm, J, Pistis, G, Potash, JB, Power, RA, Preisig, M, Quested, D, Ramos-Quiroga, JA, Reif, A, Ribases, M, Richarte, V, Rietschel, M, Rivera, M, Roberts, A, Roberts, G, Rouleau, GA, Rovaris, DL, Rujescu, D, Sanchez-Mora, C, Sanders, AR, Schofield, PR, Schulze, TG, Scott, LJ, Serretti, A, Shi, J, Shyn, S, Sirignano, L, Sklar, P, Smeland, OB, Smoller, JW, Sonuga-Barke, EJS, Spalletta, G, Strauss, JS, Swiatkowska, B, Trzaskowski, M, Turecki, G, Vilar-Ribo, L, Vincent, JB, Voelzke, H, Walters, JTR, Weickert, CS, Weickert, TW, Weissman, MM, Williams, LM, Wray, NR, Zai, CC, Ashley-Koch, AE, Beckham, JC, Hauser, ER, Hauser, MA, Kimbrel, NA, Lindquist, JH, McMahon, B, Oslin, DW, Qin, X, Agerbo, E, Borglum, AD, Breen, G, Erlangsen, A, Esko, T, Gelernter, J, Hougaard, DM, Kessler, RC, Kranzler, HR, Li, QS, Martin, NG, McIntosh, AM, Mors, O, Nordentoft, M, Olsen, CM, Porteous, D, Ursano, RJ, Wasserman, D, Werge, T, Whiteman, DC, Bulik, CM, Coon, H, Demontis, D, Docherty, AR, Kuo, P-H, Lewis, CM, Mann, JJ, Renteria, ME, Smith, DJ, Stahl, EA, Stein, MB, Streit, F, Willour, V, and Ruderfer, DM

Abstract

BACKGROUND: Suicide is a leading cause of death worldwide, and nonfatal suicide attempts, which occur far more frequently, are a major source of disability and social and economic burden. Both have substantial genetic etiology, which is partially shared and partially distinct from that of related psychiatric disorders. METHODS: We conducted a genome-wide association study (GWAS) of 29,782 suicide attempt (SA) cases and 519,961 controls in the International Suicide Genetics Consortium (ISGC). The GWAS of SA was conditioned on psychiatric disorders using GWAS summary statistics via multitrait-based conditional and joint analysis, to remove genetic effects on SA mediated by psychiatric disorders. We investigated the shared and divergent genetic architectures of SA, psychiatric disorders, and other known risk factors. RESULTS: Two loci reached genome-wide significance for SA: the major histocompatibility complex and an intergenic locus on chromosome 7, the latter of which remained associated with SA after conditioning on psychiatric disorders and replicated in an independent cohort from the Million Veteran Program. This locus has been implicated in risk-taking behavior, smoking, and insomnia. SA showed strong genetic correlation with psychiatric disorders, particularly major depression, and also with smoking, pain, risk-taking behavior, sleep disturbances, lower educational attainment, reproductive traits, lower socioeconomic status, and poorer general health. After conditioning on psychiatric disorders, the genetic correlations between SA and psychiatric disorders decreased, whereas those with nonpsychiatric traits remained largely unchanged. CONCLUSIONS: Our results identify a risk locus that contributes more strongly to SA than other phenotypes and suggest a shared underlying biology between SA and known risk factors that is not mediated by psychiatric disorders.

Published
2022

19. Enhancing Discovery of Genetic Variants for Posttraumatic Stress Disorder Through Integration of Quantitative Phenotypes and Trauma Exposure Information

Author

Maihofer, AX, Choi, KW, Coleman, JR, Daskalakis, NP, Denckla, CA, Ketema, E, Morey, RA, Polimanti, R, Ratanatharathorn, A, Torres, K, Wingo, AP, Zai, CC, Aiello, AE, Almli, LM, Amstadter, AB, Andersen, SB, Andreassen, OA, Arbisi, PA, Ashley-Koch, AE, Austin, SB, Avdibegovic, E, Borglum, AD, Babic, D, Baekvad-Hansen, M, Baker, DG, Beckham, JC, Bierut, LJ, Bisson, J, Boks, MP, Bolger, EA, Bradley, B, Brashear, M, Breen, G, Bryant, RA, Bustamante, AC, Bybjerg-Grauholm, J, Calabrese, JR, Caldas-de-Almeida, JM, Chen, C-Y, Dale, AM, Dalvie, S, Deckert, J, Delahanty, DL, Dennis, MF, Disner, SG, Domschke, K, Duncan, LE, Kulenovic, AD, Erbes, CR, Evans, A, Farrer, LA, Feeny, NC, Flory, JD, Forbes, D, Franz, CE, Galea, S, Garrett, ME, Gautam, A, Gelaye, B, Gelernter, J, Geuze, E, Gillespie, CF, Goci, A, Gordon, SD, Guffanti, G, Hammamieh, R, Hauser, MA, Heath, AC, Hemmings, SMJ, Hougaard, DM, Jakovljevic, M, Jett, M, Johnson, EO, Jones, I, Jovanovic, T, Qin, X-J, Karstoft, K-I, Kaufman, ML, Kessler, RC, Khan, A, Kimbrel, NA, King, AP, Koen, N, Kranzler, HR, Kremen, WS, Lawford, BR, Lebois, LAM, Lewis, C, Liberzon, I, Linnstaedt, SD, Logue, MW, Lori, A, Lugonja, B, Luykx, JJ, Lyons, MJ, Maples-Keller, JL, Marmar, C, Martin, NG, Maurer, D, Mavissakalian, MR, McFarlane, A, McGlinchey, RE, McLaughlin, KA, McLean, SA, Mehta, D, Mellor, R, Michopoulos, V, Milberg, W, Miller, MW, Morris, CP, Mors, O, Mortensen, PB, Nelson, EC, Nordentoft, M, Norman, SB, O'Donnell, M, Orcutt, HK, Panizzon, MS, Peters, ES, Peterson, AL, Peverill, M, Pietrzak, RH, Polusny, MA, Rice, JP, Risbrough, VB, Roberts, AL, Rothbaum, AO, Rothbaum, BO, Roy-Byrne, P, Ruggiero, KJ, Rung, A, Rutten, BPF, Saccone, NL, Sanchez, SE, Schijven, D, Seedat, S, Seligowski, A, Seng, JS, Sheerin, CM, Silove, D, Smith, AK, Smoller, JW, Sponheim, SR, Stein, DJ, Stevens, JS, Teicher, MH, Thompson, WK, Trapido, E, Uddin, M, Ursano, RJ, van den Heuvel, LL, Van Hooff, M, Vermetten, E, Vinkers, CH, Voisey, J, Wang, Y, Wang, Z, Werge, T, Williams, MA, Williamson, DE, Winternitz, S, Wolf, C, Wolf, EJ, Yehuda, R, Young, KA, Young, RM, Zhao, H, Zoellner, LA, Haas, M, Lasseter, H, Provost, AC, Salem, RM, Sebat, J, Shaffer, RA, Wu, T, Ripke, S, Daly, MJ, Ressler, KJ, Koenen, KC, Stein, MB, Nievergelt, CM, Maihofer, AX, Choi, KW, Coleman, JR, Daskalakis, NP, Denckla, CA, Ketema, E, Morey, RA, Polimanti, R, Ratanatharathorn, A, Torres, K, Wingo, AP, Zai, CC, Aiello, AE, Almli, LM, Amstadter, AB, Andersen, SB, Andreassen, OA, Arbisi, PA, Ashley-Koch, AE, Austin, SB, Avdibegovic, E, Borglum, AD, Babic, D, Baekvad-Hansen, M, Baker, DG, Beckham, JC, Bierut, LJ, Bisson, J, Boks, MP, Bolger, EA, Bradley, B, Brashear, M, Breen, G, Bryant, RA, Bustamante, AC, Bybjerg-Grauholm, J, Calabrese, JR, Caldas-de-Almeida, JM, Chen, C-Y, Dale, AM, Dalvie, S, Deckert, J, Delahanty, DL, Dennis, MF, Disner, SG, Domschke, K, Duncan, LE, Kulenovic, AD, Erbes, CR, Evans, A, Farrer, LA, Feeny, NC, Flory, JD, Forbes, D, Franz, CE, Galea, S, Garrett, ME, Gautam, A, Gelaye, B, Gelernter, J, Geuze, E, Gillespie, CF, Goci, A, Gordon, SD, Guffanti, G, Hammamieh, R, Hauser, MA, Heath, AC, Hemmings, SMJ, Hougaard, DM, Jakovljevic, M, Jett, M, Johnson, EO, Jones, I, Jovanovic, T, Qin, X-J, Karstoft, K-I, Kaufman, ML, Kessler, RC, Khan, A, Kimbrel, NA, King, AP, Koen, N, Kranzler, HR, Kremen, WS, Lawford, BR, Lebois, LAM, Lewis, C, Liberzon, I, Linnstaedt, SD, Logue, MW, Lori, A, Lugonja, B, Luykx, JJ, Lyons, MJ, Maples-Keller, JL, Marmar, C, Martin, NG, Maurer, D, Mavissakalian, MR, McFarlane, A, McGlinchey, RE, McLaughlin, KA, McLean, SA, Mehta, D, Mellor, R, Michopoulos, V, Milberg, W, Miller, MW, Morris, CP, Mors, O, Mortensen, PB, Nelson, EC, Nordentoft, M, Norman, SB, O'Donnell, M, Orcutt, HK, Panizzon, MS, Peters, ES, Peterson, AL, Peverill, M, Pietrzak, RH, Polusny, MA, Rice, JP, Risbrough, VB, Roberts, AL, Rothbaum, AO, Rothbaum, BO, Roy-Byrne, P, Ruggiero, KJ, Rung, A, Rutten, BPF, Saccone, NL, Sanchez, SE, Schijven, D, Seedat, S, Seligowski, A, Seng, JS, Sheerin, CM, Silove, D, Smith, AK, Smoller, JW, Sponheim, SR, Stein, DJ, Stevens, JS, Teicher, MH, Thompson, WK, Trapido, E, Uddin, M, Ursano, RJ, van den Heuvel, LL, Van Hooff, M, Vermetten, E, Vinkers, CH, Voisey, J, Wang, Y, Wang, Z, Werge, T, Williams, MA, Williamson, DE, Winternitz, S, Wolf, C, Wolf, EJ, Yehuda, R, Young, KA, Young, RM, Zhao, H, Zoellner, LA, Haas, M, Lasseter, H, Provost, AC, Salem, RM, Sebat, J, Shaffer, RA, Wu, T, Ripke, S, Daly, MJ, Ressler, KJ, Koenen, KC, Stein, MB, and Nievergelt, CM

Abstract

BACKGROUND: Posttraumatic stress disorder (PTSD) is heritable and a potential consequence of exposure to traumatic stress. Evidence suggests that a quantitative approach to PTSD phenotype measurement and incorporation of lifetime trauma exposure (LTE) information could enhance the discovery power of PTSD genome-wide association studies (GWASs). METHODS: A GWAS on PTSD symptoms was performed in 51 cohorts followed by a fixed-effects meta-analysis (N = 182,199 European ancestry participants). A GWAS of LTE burden was performed in the UK Biobank cohort (N = 132,988). Genetic correlations were evaluated with linkage disequilibrium score regression. Multivariate analysis was performed using Multi-Trait Analysis of GWAS. Functional mapping and annotation of leading loci was performed with FUMA. Replication was evaluated using the Million Veteran Program GWAS of PTSD total symptoms. RESULTS: GWASs of PTSD symptoms and LTE burden identified 5 and 6 independent genome-wide significant loci, respectively. There was a 72% genetic correlation between PTSD and LTE. PTSD and LTE showed largely similar patterns of genetic correlation with other traits, albeit with some distinctions. Adjusting PTSD for LTE reduced PTSD heritability by 31%. Multivariate analysis of PTSD and LTE increased the effective sample size of the PTSD GWAS by 20% and identified 4 additional loci. Four of these 9 PTSD loci were independently replicated in the Million Veteran Program. CONCLUSIONS: Through using a quantitative trait measure of PTSD, we identified novel risk loci not previously identified using prior case-control analyses. PTSD and LTE have a high genetic overlap that can be leveraged to increase discovery power through multivariate methods.

Published
2022

20. Identifying the Common Genetic Basis of Antidepressant Response.

Author

Pain, O, Hodgson, K, Trubetskoy, V, Ripke, S, Marshe, VS, Adams, MJ, Byrne, EM, Campos, AI, Carrillo-Roa, T, Cattaneo, A, Als, TD, Souery, D, Dernovsek, MZ, Fabbri, C, Hayward, C, Henigsberg, N, Hauser, J, Kennedy, JL, Lenze, EJ, Lewis, G, Müller, DJ, Martin, NG, Mulsant, BH, Mors, O, Perroud, N, Porteous, DJ, Rentería, ME, Reynolds, CF, Rietschel, M, Uher, R, Wigmore, EM, Maier, W, Wray, NR, Aitchison, KJ, Arolt, V, Baune, BT, Biernacka, JM, Bondolfi, G, Domschke, K, Kato, M, Li, QS, Liu, Y-L, Serretti, A, Tsai, S-J, Turecki, G, Weinshilboum, R, GSRD Consortium, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, McIntosh, AM, Lewis, CM, Pain, O, Hodgson, K, Trubetskoy, V, Ripke, S, Marshe, VS, Adams, MJ, Byrne, EM, Campos, AI, Carrillo-Roa, T, Cattaneo, A, Als, TD, Souery, D, Dernovsek, MZ, Fabbri, C, Hayward, C, Henigsberg, N, Hauser, J, Kennedy, JL, Lenze, EJ, Lewis, G, Müller, DJ, Martin, NG, Mulsant, BH, Mors, O, Perroud, N, Porteous, DJ, Rentería, ME, Reynolds, CF, Rietschel, M, Uher, R, Wigmore, EM, Maier, W, Wray, NR, Aitchison, KJ, Arolt, V, Baune, BT, Biernacka, JM, Bondolfi, G, Domschke, K, Kato, M, Li, QS, Liu, Y-L, Serretti, A, Tsai, S-J, Turecki, G, Weinshilboum, R, GSRD Consortium, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, McIntosh, AM, and Lewis, CM

Abstract

BACKGROUND: Antidepressants are a first-line treatment for depression. However, only a third of individuals experience remission after the first treatment. Common genetic variation, in part, likely regulates antidepressant response, yet the success of previous genome-wide association studies has been limited by sample size. This study performs the largest genetic analysis of prospectively assessed antidepressant response in major depressive disorder to gain insight into the underlying biology and enable out-of-sample prediction. METHODS: Genome-wide analysis of remission (n remit = 1852, n nonremit = 3299) and percentage improvement (n = 5218) was performed. Single nucleotide polymorphism-based heritability was estimated using genome-wide complex trait analysis. Genetic covariance with eight mental health phenotypes was estimated using polygenic scores/AVENGEME. Out-of-sample prediction of antidepressant response polygenic scores was assessed. Gene-level association analysis was performed using MAGMA and transcriptome-wide association study. Tissue, pathway, and drug binding enrichment were estimated using MAGMA. RESULTS: Neither genome-wide association study identified genome-wide significant associations. Single nucleotide polymorphism-based heritability was significantly different from zero for remission (h 2 = 0.132, SE = 0.056) but not for percentage improvement (h 2 = -0.018, SE = 0.032). Better antidepressant response was negatively associated with genetic risk for schizophrenia and positively associated with genetic propensity for educational attainment. Leave-one-out validation of antidepressant response polygenic scores demonstrated significant evidence of out-of-sample prediction, though results varied in external cohorts. Gene-based analyses identified ETV4 and DHX8 as significantly associated with antidepressant response. CONCLUSIONS: This study demonstrates that antidepressant response is influenced by common genetic variation, has a genetic overlap sc

Published
2022

21. Genome-wide association study of febrile seizures implicates fever response and neuronal excitability genes

Author

Skotte, L, Fadista, J, Bybjerg-Grauholm, J, Appadurai, V, Hildebrand, MS, Hansen, TF, Banasik, K, Grove, J, Albinana, C, Geller, F, Bjurstrom, CF, Vilhjalmsson, BJ, Coleman, M, Damiano, JA, Burgess, R, Scheffer, IE, Pedersen, OBV, Erikstrup, C, Westergaard, D, Nielsen, KR, Sorensen, E, Bruun, MT, Liu, X, Hjalgrim, H, Pers, TH, Mortensen, PB, Mors, O, Nordentoft, M, Dreier, JW, Borglum, AD, Christensen, J, Hougaard, DM, Buil, A, Hviid, A, Melbye, M, Ullum, H, Berkovic, SF, Werge, T, Feenstra, B, Skotte, L, Fadista, J, Bybjerg-Grauholm, J, Appadurai, V, Hildebrand, MS, Hansen, TF, Banasik, K, Grove, J, Albinana, C, Geller, F, Bjurstrom, CF, Vilhjalmsson, BJ, Coleman, M, Damiano, JA, Burgess, R, Scheffer, IE, Pedersen, OBV, Erikstrup, C, Westergaard, D, Nielsen, KR, Sorensen, E, Bruun, MT, Liu, X, Hjalgrim, H, Pers, TH, Mortensen, PB, Mors, O, Nordentoft, M, Dreier, JW, Borglum, AD, Christensen, J, Hougaard, DM, Buil, A, Hviid, A, Melbye, M, Ullum, H, Berkovic, SF, Werge, T, and Feenstra, B

Abstract

Febrile seizures represent the most common type of pathological brain activity in young children and are influenced by genetic, environmental and developmental factors. In a minority of cases, febrile seizures precede later development of epilepsy. We conducted a genome-wide association study of febrile seizures in 7635 cases and 83 966 controls identifying and replicating seven new loci, all with P < 5 × 10-10. Variants at two loci were functionally related to altered expression of the fever response genes PTGER3 and IL10, and four other loci harboured genes (BSN, ERC2, GABRG2, HERC1) influencing neuronal excitability by regulating neurotransmitter release and binding, vesicular transport or membrane trafficking at the synapse. Four previously reported loci (SCN1A, SCN2A, ANO3 and 12q21.33) were all confirmed. Collectively, the seven novel and four previously reported loci explained 2.8% of the variance in liability to febrile seizures, and the single nucleotide polymorphism heritability based on all common autosomal single nucleotide polymorphisms was 10.8%. GABRG2, SCN1A and SCN2A are well-established epilepsy genes and, overall, we found positive genetic correlations with epilepsies (rg = 0.39, P = 1.68 × 10-4). Further, we found that higher polygenic risk scores for febrile seizures were associated with epilepsy and with history of hospital admission for febrile seizures. Finally, we found that polygenic risk of febrile seizures was lower in febrile seizure patients with neuropsychiatric disease compared to febrile seizure patients in a general population sample. In conclusion, this largest genetic investigation of febrile seizures to date implicates central fever response genes as well as genes affecting neuronal excitability, including several known epilepsy genes. Further functional and genetic studies based on these findings will provide important insights into the complex pathophysiological processes of seizures with and without fever.

Published
2022

22. Identification of shared and differentiating genetic architecture for autism spectrum disorder, attention-deficit hyperactivity disorder and case subgroups

Author

Mattheisen, M., Grove, J, Als, T.D., Martin, J., Voloudakis, G., Meier, S., Demontis, D., Bendl, J., Walters, R., Carey, C.E., Rosengren, A., Strom, N.I., Hauberg, M.E., Zeng, B., Hoffman, G., Zhang, W, Bybjerg-Grauholm, J., Bækvad-Hansen, M., Agerbo, E., Cormand, B., Nordentoft, M., Werge, T., Mors, O., Hougaard, D.M., Buxbaum, J.D., Faraone, S.V, Franke, B., Dalsgaard, S., Mortensen, P.B., Robinson, E.B., Roussos, P., Neale, B.M., Daly, M.J., Børglum, A.D., Mattheisen, M., Grove, J, Als, T.D., Martin, J., Voloudakis, G., Meier, S., Demontis, D., Bendl, J., Walters, R., Carey, C.E., Rosengren, A., Strom, N.I., Hauberg, M.E., Zeng, B., Hoffman, G., Zhang, W, Bybjerg-Grauholm, J., Bækvad-Hansen, M., Agerbo, E., Cormand, B., Nordentoft, M., Werge, T., Mors, O., Hougaard, D.M., Buxbaum, J.D., Faraone, S.V, Franke, B., Dalsgaard, S., Mortensen, P.B., Robinson, E.B., Roussos, P., Neale, B.M., Daly, M.J., and Børglum, A.D.

Abstract

Item does not contain fulltext, Attention-deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) are highly heritable neurodevelopmental conditions, with considerable overlap in their genetic etiology. We dissected their shared and distinct genetic etiology by cross-disorder analyses of large datasets. We identified seven loci shared by the disorders and five loci differentiating them. All five differentiating loci showed opposite allelic directions in the two disorders and significant associations with other traits, including educational attainment, neuroticism and regional brain volume. Integration with brain transcriptome data enabled us to identify and prioritize several significantly associated genes. The shared genomic fraction contributing to both disorders was strongly correlated with other psychiatric phenotypes, whereas the differentiating portion was correlated most strongly with cognitive traits. Additional analyses revealed that individuals diagnosed with both ASD and ADHD were double-loaded with genetic predispositions for both disorders and showed distinctive patterns of genetic association with other traits compared with the ASD-only and ADHD-only subgroups. These results provide insights into the biological foundation of the development of one or both conditions and of the factors driving psychopathology discriminatively toward either ADHD or ASD.

Published
2022

28. Common variant at 16p11.2 conferring risk of psychosis

Author

Steinberg, S, de Jong, S, Mattheisen, M, Costas, J, Demontis, D, Jamain, S, Pietiläinen, O P H, Lin, K, Papiol, S, Huttenlocher, J, Sigurdsson, E, Vassos, E, Giegling, I, Breuer, R, Fraser, G, Walker, N, Melle, I, Djurovic, S, Agartz, I, Tuulio-Henriksson, A, Suvisaari, J, Lönnqvist, J, Paunio, T, Olsen, L, Hansen, T, Ingason, A, Pirinen, M, Strengman, E, Hougaard, D M, Ørntoft, T, Didriksen, M, Hollegaard, M V, Nordentoft, M, Abramova, L, Kaleda, V, Arrojo, M, Sanjuán, J, Arango, C, Etain, B, Bellivier, F, Méary, A, Schürhoff, F, Szoke, A, Ribolsi, M, Magni, V, Siracusano, A, Sperling, S, Rossner, M, Christiansen, C, Kiemeney, L A, Franke, B, van den Berg, L H, Veldink, J, Curran, S, Bolton, P, Poot, M, Staal, W, Rehnstrom, K, Kilpinen, H, Freitag, C M, Meyer, J, Magnusson, P, Saemundsen, E, Martsenkovsky, I, Bikshaieva, I, Martsenkovska, I, Vashchenko, O, Raleva, M, Paketchieva, K, Stefanovski, B, Durmishi, N, Pejovic Milovancevic, M, Lecic Tosevski, D, Silagadze, T, Naneishvili, N, Mikeladze, N, Surguladze, S, Vincent, J B, Farmer, A, Mitchell, P B, Wright, A, Schofield, P R, Fullerton, J M, Montgomery, G W, Martin, N G, Rubino, I A, van Winkel, R, Kenis, G, De Hert, M, Réthelyi, J M, Bitter, I, Terenius, L, Jönsson, E G, Bakker, S, van Os, J, Jablensky, A, Leboyer, M, Bramon, E, Powell, J, Murray, R, Corvin, A, Gill, M, Morris, D, O'Neill, F A, Kendler, K, Riley, B, Craddock, N, Owen, M J, O'Donovan, M C, Thorsteinsdottir, U, Kong, A, Ehrenreich, H, Carracedo, A, Golimbet, V, Andreassen, O A, Børglum, A D, Mors, O, Mortensen, P B, Werge, T, Ophoff, R A, Nöthen, M M, Rietschel, M, Cichon, S, Ruggeri, M, Tosato, S, Palotie, A, St Clair, D, Rujescu, D, Collier, D A, Stefansson, H, and Stefansson, K

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2014
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30. Bipolar multiplex families have an increased burden of common risk variants for psychiatric disorders

Author

Andlauer, T.F.M. (Till F. M.), Guzman-Parra, J. (Jose), Streit, F. (Fabian), Strohmaier, J. (Jana), González, M.J. (Maria José), Gil Flores, S. (Susana), Cabaleiro Fabeiro, F.J. (Francisco J.), del Río Noriega, F. (Francisco), Perez, F.P. (Fermin Perez), Haro González, J. (Jesus), Orozco Diaz, G. (Guillermo), Diego, Y. (Yolanda) de, Moreno-Küstner, B. (Berta), Auburger, G. (Georg), Degenhardt, F. (Franziska), Heilmann-Heimbach, S. (Stefanie), Herms, S. (Stefan), Hoffmann, P. (Per), Frank, J. (Josef), Foo, J.C. (Jerome C.), Treutlein, J. (Jens), Witt, S.H. (Stephanie H), Cichon, S. (Sven), Kogevinas, M. (Manolis), Stahl, E.A. (Eli A), Breen, G. (Gerome), Forstner, A.J. (Andreas J), McQuillin, A. (Andrew), Ripke, S. (Stephan), Trubetskoy, V. (Vassily), Mattheisen, M. (Manuel), Wang, Y. (Yunpeng), Coleman, J.R.I. (Jonathan R I), Gaspar, H.A. (Héléna A), Leeuw, C. (Christiaan) de, Steinberg, S. (Stacy), Pavlides, J.M.W. (Jennifer M Whitehead), Trzaskowski, M. (Maciej), Pers, T.H. (Tune H), Holmans, P.A. (Peter A.), Abbott, L. (Liam), Agerbo, E. (Esben), Akil, H. (Huda), Albani, D. (Diego), Alliey-Rodriguez, N. (Ney), Als, T.D. (Thomas D), Anjorin, A. (Adebayo), Antilla, V. (Verneri), Awasthi, S. (Swapnil), Badner, J.A. (Judith A), Bækvad-Hansen, M. (Marie), Barchas, J.D. (Jack D), Bass, N. (Nicholas), Bauer, M. (Michael), Belliveau, R.A. (Richard A.), Bergen, S.E. (Sarah), Pedersen, C.B. (C.), Bøen, E. (Erlend), Boks, M.P.M. (Marco), Boocock, J. (James), Budde, M. (Monika), Bunney, W.E. (William E), Burmeister, M., Bybjerg-Grauholm, J. (Jonas), Byerley, W.F. (William F), Casas, M. (Miquel), Cerrato, F. (Felecia), Cervantes, P. (Pablo), Chambert, K. (Kimberly), Charney, A.W. (Alexander W), Chen, D. (Danfeng), Churchhouse, C. (Claire), Clarke, T.-K. (Toni-Kim), Coryell, W.H. (William H), Craig, D.W. (David W), Cruceanu, C. (Cristiana), Czerski, P.M., Dale, A.M. (Anders), de Jong, S. (Simone), Del-Favero, J. (Jurgen), DePaulo, J.R. (J Raymond), Djurovic, S. (Srdjan), Dobbyn, A.L. (Amanda L), Dumont, A. (Ashley), Elvsåshagen, T. (Torbjørn), Escott-Price, V. (Valentina), Fan, C.C. (Chun Chieh), Fischer, S.B. (Sascha B), Flickinger, M. (Matthew), Foroud, T.M. (Tatiana M), Forty, L. (Liz), Fraser, C. (Christine), Luben, R.N. (Robert), Frisén, L. (Louise), Gade, K. (Katrin), Gage, D. (Diane), Garnham, J. (Julie), Giambartolomei, C. (Claudia), Pedersen, M.G. (Marianne Giørtz), Goldstein, J.I. (Jacqueline), Gordon, S.D. (Scott D), Gordon-Smith, K. (Katherine), Green, E.K. (Elaine K), Green, M.J. (Melissa J), Greenwood, T.A. (Tiffany A), Grove, J. (Jakob), Guan, W. (Weihua), Parra, J.G. (José Guzman), Hamshere, M.L. (Marian), Hautzinger, M. (Martin), Heilbronner, U. (Urs), Hipolito, M. (Maria), Holland, D. (Dominic), Huckins, L. (Laura), Jamain, S. (Stéphane), Johnson, J.S. (Jessica S), Juréus, A. (Anders), Kandaswamy, R. (Radhika), Karlsson, R. (Robert), Kennedy, J.L. (James L), Kittel-Schneider, S. (Sarah), Knowles, J.A. (James A), Koller, A.C. (Anna C), Kupka, R.W. (Ralph ), Lavebratt, C. (Catharina), Lawrence, J. (Jacob), Lawson, W.B. (William B), Leber, I. (Isabelle), Lee, P.H. (Phil H), Levy, S.E. (Shawn E), Li, J.Z. (Jun Z), Liu, C. (Chunyu), Lucae, S. (Susanne), Maaser, A. (Anna), Macintyre, D.J. (Donald J), Mahon, P.B. (Pamela B), Maier, W. (Wolfgang), Martinsson, L. (Lina), McCarroll, S.A. (Steve), McGuffin, P. (Peter), Mcinnis, M.G. (Melvin G), McKay, J.D. (James D), Medeiros, H. (Helena), Medland, S.E. (Sarah E), Meng, F. (Fan), Milani, L. (Lili), Montgomery, G.W. (Grant W), Morris, D.W. (Derek W), Mühleisen, T.W. (Thomas W), Mullins, N. (Niamh), Nguyen, H. (Hoang), Nievergelt, C.M. (Caroline M), Adolfsson, A.N. (Annelie Nordin), Nwulia, E.A. (Evaristus A), O’Donovan, C. (Claire), Loohuis, L.M.O. (Loes M Olde), Ori, A.P.S. (Anil P S), Oruc, L. (Lilijana), Ösby, U. (Urban), Perlis, R.H. (Roy H), Perry, A. (Amy), Pfennig, A. (Andrea), Potash, J.B. (James B), Purcell, S.M. (Shaun M), Regeer, E.J. (Eline Janet), Reif, A. (Andreas), Reinbold, C.S. (Céline S), Rice, J.P. (John), Richards, A. (Alex), Rivas, F. (Fabio), Rivera, M. (Margarita), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Ryu, J. (Julie), Sánchez-Mora, C. (Cristina), Schatzberg, A.F. (Alan F), Scheftner, W.A. (William A), Schork, N.J. (Nicholas), Weickert, C.S. (Cynthia Shannon), Shehktman, T. (Tatyana), Shilling, P.D. (Paul D), Sigurdsson, E. (Engilbert), Slaney, C. (Claire), Smeland, O.B. (Olav B), Sobell, J.L. (Janet L), Hansen, C.S. (Christine Søholm), Spijker, A.T. (Anne T), Clair, D.S., Steffens, M. (Michael), Strauss, J.S. (John S), Szelinger, S. (Szabolcs), Thompson, R.C. (Robert C), EThorgeirsson, T. (Thorgeir), Vedde, H. (Helmut), Wang, W. (Weiqing), Watson, S.J. (Stanley J), Weickert, T.W. (Thomas W), Xi, S. (Simon), Xu, W. (Wei), Young, A.H. (Allan H), Zandi, P.P. (Peter P), Zhang, P. (Ping), Zöllner, S. (Sebastian), Adolfsson, R., Agartz, I. (Ingrid), Alda, M. (Martin), Backlund, L. (Lena), Baune, B.T. (Bernhard T), Bellivier, F. (Frank), Berrettini, W. (Wade), Biernacka, J.M. (Joanna M), Blackwood, D.H.R. (Douglas), Boehnke, M. (Michael), Børglum, A.D. (Anders D), Corvin, A. (Aiden), Craddock, N. (Nicholas), Daly, M.J. (Mark), Dannlowski, U. (Udo), Esko, T. (Tõnu), Etain, B. (Bruno), Frye, M.A. (Mark A), Fullerton, J.M. (Janice M), Gershon, E.S. (Elliot S), Gill, M. (Michael), Goes, F. (Fernando), Grigoroiu-Serbanescu, M. (Maria), Hauser, J. (J.), Hougaard, D.M. (David M), Hultman, C.M. (Christina), Jones, I. (Ian), Jones, L.A. (Lisa A), Kahn, R. (René), Kirov, G. (George), Landén, M. (Mikael), Leboyer, M. (Marion), Lewis, C.M. (Cathryn), Li, Q.S. (Qingqin S), Lissowska, J. (Jolanta), Martin, N.G. (Nicholas), Mayoral, F. (Fermin), McElroy, S.L. (Susan L), McIntosh, A.M. (Andrew), Mcmahon, F.J. (Francis J), Melle, I. (Ingrid), Metspalu, A. (Andres), Mitchell, P.B. (Philip B), Morken, G. (Gunnar), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (Bertram), Myers, R.H. (Richard), Neale, B.M. (Benjamin), Nimgaonkar, V. (Vishwajit), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C), Oedegaard, K.J. (Ketil J), Owen, M.J. (Michael J), Paciga, S.A. (Sara A), Pato, C. (Carlos), Posthuma, D. (Danielle), Ramos-Quiroga, J.A. (Josep Antoni), Ribasés, M. (Marta), Rietschel, M. (Marcella), Rouleau, G.A. (Guy A), Schalling, M. (Martin), Schofield, P.R. (Peter R), Schulze, T.G. (Thomas G), Serretti, A. (Alessandro), Smoller, J.W., Stefansson, H. (Hreinn), Zwart, J-A. (John-Anker), Stordal, E. (Eystein), Sullivan, P.F. (Patrick F), Turecki, G. (Gustavo), Vaaler, A.E. (Arne E), Vieta, E. (Eduard), Vincent, J.B. (John B), Werge, T.M. (Thomas), Nurnberger, J.I. (John I), Wray, N.R. (Naomi), Florio, A.D. (Arianna Di), Edenberg, H.J. (Howard), Ophoff, R.A. (Roel), Scott, L.J. (Laura J), Andreassen, O.A. (Ole), Kelsoe, J.R. (John), Sklar, P. (Pamela), Wray, N.R. (Naomi R), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J), Air, T.M. (Tracy M), Bacanu, S.A. (Silviu), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B), Binder, E.B. (Elisabeth), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E), Davies, G. (Gail), Deary, I.J. (Ian J), Degenhardt, F., Derks, E.M. (Eske M), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K), Foo, J.C. (Jerome C), Goes, F.S. (Fernando S), Gordon, S.D. (Scott D.), Hall, L.S. (Lynsey S), Hansen, T.F. (Thomas F), Hickie, I.B. (Ian), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M), Ising, M. (Marcus), Jansen, R. (Rick), Jones, I., Jones, L. (Louisa), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), MacIntyre, D.J. (Donald J), MacKinnon, D.F. (Dean F), Maier, R.M. (Robert M), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Mcguffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel M), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Mondimore, F.M. (Francis M), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (Carsten Bøcker), Peterson, R.E. (Roseann E), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Quiroz, J.A. (Jorge A), Qvist, P. (Per), Rice, J.P. (John P), Riley, B.P. (Brien P.), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C), Shen, L. (Li), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sinnamon, G.C.B. (Grant C B), Smith, A.V. (Davey), Smith, D.J. (Daniel J), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A), Thorgeirsson, T.E. (Thorgeir E), Traylor, M. (Matthew), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M), Viktorin, A. (Alexander), Visscher, P.M. (Peter M), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Wu, Y. (Yang), Xi, H.S. (Hualin S), Yang, J. (Joanna), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Geus, E.J.C. (Eco) de, Domenici, E. (Enrico), Domschke, K. (Katharina), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas G), McIntosh, A.M. (Andrew M), Mors, O., Müller-Myhsok, B. (B.), Nöthen, M.M. (Markus M), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Porteous, D.J. (David J.), Preisig, M. (Martin), Schaefer, C. (Catherine), Smoller, J.W. (Jordan W), Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn M), Levinson, D.F. (Douglas F.), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick), Mayoral, F. (Fermín), Muller-Myhsok, B. (B.), Forstner, A.J. (Andreas J.), Nöthen, M.M. (Markus M.), Andlauer, T.F.M. (Till F. M.), Guzman-Parra, J. (Jose), Streit, F. (Fabian), Strohmaier, J. (Jana), González, M.J. (Maria José), Gil Flores, S. (Susana), Cabaleiro Fabeiro, F.J. (Francisco J.), del Río Noriega, F. (Francisco), Perez, F.P. (Fermin Perez), Haro González, J. (Jesus), Orozco Diaz, G. (Guillermo), Diego, Y. (Yolanda) de, Moreno-Küstner, B. (Berta), Auburger, G. (Georg), Degenhardt, F. (Franziska), Heilmann-Heimbach, S. (Stefanie), Herms, S. (Stefan), Hoffmann, P. (Per), Frank, J. (Josef), Foo, J.C. (Jerome C.), Treutlein, J. (Jens), Witt, S.H. (Stephanie H), Cichon, S. (Sven), Kogevinas, M. (Manolis), Stahl, E.A. (Eli A), Breen, G. (Gerome), Forstner, A.J. (Andreas J), McQuillin, A. (Andrew), Ripke, S. (Stephan), Trubetskoy, V. (Vassily), Mattheisen, M. (Manuel), Wang, Y. (Yunpeng), Coleman, J.R.I. (Jonathan R I), Gaspar, H.A. (Héléna A), Leeuw, C. (Christiaan) de, Steinberg, S. (Stacy), Pavlides, J.M.W. (Jennifer M Whitehead), Trzaskowski, M. (Maciej), Pers, T.H. (Tune H), Holmans, P.A. (Peter A.), Abbott, L. (Liam), Agerbo, E. (Esben), Akil, H. (Huda), Albani, D. (Diego), Alliey-Rodriguez, N. (Ney), Als, T.D. (Thomas D), Anjorin, A. (Adebayo), Antilla, V. (Verneri), Awasthi, S. (Swapnil), Badner, J.A. (Judith A), Bækvad-Hansen, M. (Marie), Barchas, J.D. (Jack D), Bass, N. (Nicholas), Bauer, M. (Michael), Belliveau, R.A. (Richard A.), Bergen, S.E. (Sarah), Pedersen, C.B. (C.), Bøen, E. (Erlend), Boks, M.P.M. (Marco), Boocock, J. (James), Budde, M. (Monika), Bunney, W.E. (William E), Burmeister, M., Bybjerg-Grauholm, J. (Jonas), Byerley, W.F. (William F), Casas, M. (Miquel), Cerrato, F. (Felecia), Cervantes, P. (Pablo), Chambert, K. (Kimberly), Charney, A.W. (Alexander W), Chen, D. (Danfeng), Churchhouse, C. (Claire), Clarke, T.-K. (Toni-Kim), Coryell, W.H. (William H), Craig, D.W. (David W), Cruceanu, C. (Cristiana), Czerski, P.M., Dale, A.M. (Anders), de Jong, S. (Simone), Del-Favero, J. (Jurgen), DePaulo, J.R. (J Raymond), Djurovic, S. (Srdjan), Dobbyn, A.L. (Amanda L), Dumont, A. (Ashley), Elvsåshagen, T. (Torbjørn), Escott-Price, V. (Valentina), Fan, C.C. (Chun Chieh), Fischer, S.B. (Sascha B), Flickinger, M. (Matthew), Foroud, T.M. (Tatiana M), Forty, L. (Liz), Fraser, C. (Christine), Luben, R.N. (Robert), Frisén, L. (Louise), Gade, K. (Katrin), Gage, D. (Diane), Garnham, J. (Julie), Giambartolomei, C. (Claudia), Pedersen, M.G. (Marianne Giørtz), Goldstein, J.I. (Jacqueline), Gordon, S.D. (Scott D), Gordon-Smith, K. (Katherine), Green, E.K. (Elaine K), Green, M.J. (Melissa J), Greenwood, T.A. (Tiffany A), Grove, J. (Jakob), Guan, W. (Weihua), Parra, J.G. (José Guzman), Hamshere, M.L. (Marian), Hautzinger, M. (Martin), Heilbronner, U. (Urs), Hipolito, M. (Maria), Holland, D. (Dominic), Huckins, L. (Laura), Jamain, S. (Stéphane), Johnson, J.S. (Jessica S), Juréus, A. (Anders), Kandaswamy, R. (Radhika), Karlsson, R. (Robert), Kennedy, J.L. (James L), Kittel-Schneider, S. (Sarah), Knowles, J.A. (James A), Koller, A.C. (Anna C), Kupka, R.W. (Ralph ), Lavebratt, C. (Catharina), Lawrence, J. (Jacob), Lawson, W.B. (William B), Leber, I. (Isabelle), Lee, P.H. (Phil H), Levy, S.E. (Shawn E), Li, J.Z. (Jun Z), Liu, C. (Chunyu), Lucae, S. (Susanne), Maaser, A. (Anna), Macintyre, D.J. (Donald J), Mahon, P.B. (Pamela B), Maier, W. (Wolfgang), Martinsson, L. (Lina), McCarroll, S.A. (Steve), McGuffin, P. (Peter), Mcinnis, M.G. (Melvin G), McKay, J.D. (James D), Medeiros, H. (Helena), Medland, S.E. (Sarah E), Meng, F. (Fan), Milani, L. (Lili), Montgomery, G.W. (Grant W), Morris, D.W. (Derek W), Mühleisen, T.W. (Thomas W), Mullins, N. (Niamh), Nguyen, H. (Hoang), Nievergelt, C.M. (Caroline M), Adolfsson, A.N. (Annelie Nordin), Nwulia, E.A. (Evaristus A), O’Donovan, C. (Claire), Loohuis, L.M.O. (Loes M Olde), Ori, A.P.S. (Anil P S), Oruc, L. (Lilijana), Ösby, U. (Urban), Perlis, R.H. (Roy H), Perry, A. (Amy), Pfennig, A. (Andrea), Potash, J.B. (James B), Purcell, S.M. (Shaun M), Regeer, E.J. (Eline Janet), Reif, A. (Andreas), Reinbold, C.S. (Céline S), Rice, J.P. (John), Richards, A. (Alex), Rivas, F. (Fabio), Rivera, M. (Margarita), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Ryu, J. (Julie), Sánchez-Mora, C. (Cristina), Schatzberg, A.F. (Alan F), Scheftner, W.A. (William A), Schork, N.J. (Nicholas), Weickert, C.S. (Cynthia Shannon), Shehktman, T. (Tatyana), Shilling, P.D. (Paul D), Sigurdsson, E. (Engilbert), Slaney, C. (Claire), Smeland, O.B. (Olav B), Sobell, J.L. (Janet L), Hansen, C.S. (Christine Søholm), Spijker, A.T. (Anne T), Clair, D.S., Steffens, M. (Michael), Strauss, J.S. (John S), Szelinger, S. (Szabolcs), Thompson, R.C. (Robert C), EThorgeirsson, T. (Thorgeir), Vedde, H. (Helmut), Wang, W. (Weiqing), Watson, S.J. (Stanley J), Weickert, T.W. (Thomas W), Xi, S. (Simon), Xu, W. (Wei), Young, A.H. (Allan H), Zandi, P.P. (Peter P), Zhang, P. (Ping), Zöllner, S. (Sebastian), Adolfsson, R., Agartz, I. (Ingrid), Alda, M. (Martin), Backlund, L. (Lena), Baune, B.T. (Bernhard T), Bellivier, F. (Frank), Berrettini, W. (Wade), Biernacka, J.M. (Joanna M), Blackwood, D.H.R. (Douglas), Boehnke, M. (Michael), Børglum, A.D. (Anders D), Corvin, A. (Aiden), Craddock, N. (Nicholas), Daly, M.J. (Mark), Dannlowski, U. (Udo), Esko, T. (Tõnu), Etain, B. (Bruno), Frye, M.A. (Mark A), Fullerton, J.M. (Janice M), Gershon, E.S. (Elliot S), Gill, M. (Michael), Goes, F. (Fernando), Grigoroiu-Serbanescu, M. (Maria), Hauser, J. (J.), Hougaard, D.M. (David M), Hultman, C.M. (Christina), Jones, I. (Ian), Jones, L.A. (Lisa A), Kahn, R. (René), Kirov, G. (George), Landén, M. (Mikael), Leboyer, M. (Marion), Lewis, C.M. (Cathryn), Li, Q.S. (Qingqin S), Lissowska, J. (Jolanta), Martin, N.G. (Nicholas), Mayoral, F. (Fermin), McElroy, S.L. (Susan L), McIntosh, A.M. (Andrew), Mcmahon, F.J. (Francis J), Melle, I. (Ingrid), Metspalu, A. (Andres), Mitchell, P.B. (Philip B), Morken, G. (Gunnar), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (Bertram), Myers, R.H. (Richard), Neale, B.M. (Benjamin), Nimgaonkar, V. (Vishwajit), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C), Oedegaard, K.J. (Ketil J), Owen, M.J. (Michael J), Paciga, S.A. (Sara A), Pato, C. (Carlos), Posthuma, D. (Danielle), Ramos-Quiroga, J.A. (Josep Antoni), Ribasés, M. (Marta), Rietschel, M. (Marcella), Rouleau, G.A. (Guy A), Schalling, M. (Martin), Schofield, P.R. (Peter R), Schulze, T.G. (Thomas G), Serretti, A. (Alessandro), Smoller, J.W., Stefansson, H. (Hreinn), Zwart, J-A. (John-Anker), Stordal, E. (Eystein), Sullivan, P.F. (Patrick F), Turecki, G. (Gustavo), Vaaler, A.E. (Arne E), Vieta, E. (Eduard), Vincent, J.B. (John B), Werge, T.M. (Thomas), Nurnberger, J.I. (John I), Wray, N.R. (Naomi), Florio, A.D. (Arianna Di), Edenberg, H.J. (Howard), Ophoff, R.A. (Roel), Scott, L.J. (Laura J), Andreassen, O.A. (Ole), Kelsoe, J.R. (John), Sklar, P. (Pamela), Wray, N.R. (Naomi R), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J), Air, T.M. (Tracy M), Bacanu, S.A. (Silviu), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B), Binder, E.B. (Elisabeth), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E), Davies, G. (Gail), Deary, I.J. (Ian J), Degenhardt, F., Derks, E.M. (Eske M), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K), Foo, J.C. (Jerome C), Goes, F.S. (Fernando S), Gordon, S.D. (Scott D.), Hall, L.S. (Lynsey S), Hansen, T.F. (Thomas F), Hickie, I.B. (Ian), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M), Ising, M. (Marcus), Jansen, R. (Rick), Jones, I., Jones, L. (Louisa), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), MacIntyre, D.J. (Donald J), MacKinnon, D.F. (Dean F), Maier, R.M. (Robert M), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Mcguffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel M), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Mondimore, F.M. (Francis M), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (Carsten Bøcker), Peterson, R.E. (Roseann E), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Quiroz, J.A. (Jorge A), Qvist, P. (Per), Rice, J.P. (John P), Riley, B.P. (Brien P.), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C), Shen, L. (Li), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sinnamon, G.C.B. (Grant C B), Smith, A.V. (Davey), Smith, D.J. (Daniel J), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A), Thorgeirsson, T.E. (Thorgeir E), Traylor, M. (Matthew), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M), Viktorin, A. (Alexander), Visscher, P.M. (Peter M), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Wu, Y. (Yang), Xi, H.S. (Hualin S), Yang, J. (Joanna), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Geus, E.J.C. (Eco) de, Domenici, E. (Enrico), Domschke, K. (Katharina), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas G), McIntosh, A.M. (Andrew M), Mors, O., Müller-Myhsok, B. (B.), Nöthen, M.M. (Markus M), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Porteous, D.J. (David J.), Preisig, M. (Martin), Schaefer, C. (Catherine), Smoller, J.W. (Jordan W), Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn M), Levinson, D.F. (Douglas F.), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick), Mayoral, F. (Fermín), Muller-Myhsok, B. (B.), Forstner, A.J. (Andreas J.), and Nöthen, M.M. (Markus M.)

Abstract

Multiplex families with a high prevalence of a psychiatric disorder are often examined to identify rare genetic variants with large effect sizes. In the present study, we analysed whether the risk for bipolar disorder (BD) in BD multiplex families is influenced by common genetic variants. Furthermore, we investigated whether this risk is conferred mainly by BD-specific risk variants or by variants also associated with the susceptibility to schizophrenia or major depression. In total, 395 individuals from 33 Andalusian BD multiplex families (166 BD, 78 major depressive disorder, 151 unaffected) as well as 438 subjects from an independent, BD case/control cohort (161 unrelated BD, 277 unrelated controls) were analysed. Polygenic risk scores (PRS) for BD, schizophrenia (SCZ), and major depression were calculated and compared between the cohorts. Both the familial BD cases and unaffected family members had higher PRS for all three psychiatric disorders than the independent controls, with BD and SCZ being significant after correction for multiple testing, suggesting a high baseline risk for several psychiatric disorders in the families. Moreover, familial BD cases showed significantly higher BD PRS than unaffected family members and unrelated BD cases. A plausible hypothesis is that, in multiplex families with a general increase in risk for psychiatric disease, BD development is attributable to a high burden of common variants that confer a specific risk for BD. The present analyses demonstrated that common genetic risk variants for psychiatric disorders are likely to contribute to the high incidence of affective psychiatric disorders in the multiplex families. However, the PRS explained only part of the observed phenotypic variance, and rare variants might have also contributed to disease development.

Published
2019
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31. Assessment of Bidirectional Relationships Between Physical Activity and Depression Among Adults A 2-Sample Mendelian Randomization Study

Author

Choi, K.W., Chen, C.Y., Stein, M.B., Klimentidis, Y.C., Wang, M.J., Koenen, K.C., Smoller, J.W., Wray, N.R., Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E.M., Abdellaoui, A., Adams, M.J., Agerbo, E., Air, T., Andlauer, T.F.M., Bacanu, S.A., Baekvad-Hansen, M., Beekman, A.T.F., Bigdeli, T.B., Binder, E.B., Blackwood, D.H.R., Bryois, J., Buttenschon, H.N., Bybjerg-Grauholm, J., Cai, N., Castelao, E., Hvarregaard, J., Christensen, J.H., Clarke, T.K., Coleman, J.R.I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N., Crawford, G.E., Davies, G., Deary, I.J., Degenhardt, F., Derks, E.M., Direk, N., Dolan, C.V., Dunn, E.C., Eley, T.C., Escott-Price, V., Kiadeh, F.F.H., Finucane, H.K., Forstner, A.J., Frank, J., Gaspar, H.A., Gill, M., Goes, F.S., Gordon, S.D., Grove, J., Hall, L.S., Hansen, C.S., Hansen, T.F., Herms, S., Hickie, I.B., Hoffmann, P., Homuth, G., Horn, C., Hottenga, J.J., Hougaard, D.M., Ising, M., Jansen, R., Jorgenson, E., Knowles, J.A., Kohane, I.S., Kraft, J., Kretzschmar, W., Krogh, J., Kutalik, Z., Li, Y.H., Lind, P.A., MacIntyre, D.J., MacKinnon, D.F., Maier, R.M., Marchini, J., McGrath, P., McGuffin, P., Medland, S.E., Mehta, D., Middeldorp, C.M., Mihailov, E., Milaneschi, Y., Milani, L., Mondimore, F.M., Montgomery, G.W., Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M.G., Nyholt, D.R., O'Reilly, P.F., Oskarsson, H., Owen, M.J., Painter, J.N., Pedersen, C.B., Pedersen, M.G., Peterson, R.E., Pettersson, E., Peyrot, W.J., Pistis, G., Posthuma, D., Quiroz, J.A., Qvist, P., Rice, J.P., Riley, B.P., Rivera, M., Saeed, S., Schoevers, R., Schulte, E.C., Shen, L., Shi, J.X., Shyn, S.I., Sigurdsson, E., Sinnamon, G.C.B., Smit, J.H., Smith, D.J., Stefansson, H., Steinberg, S., Streit, F., Strohmaier, J., Tansey, K.E., Teismann, H., Teumer, A., Thompson, W., Thomson, P.A., Thorgeirsson, T.E., Traylor, M., Treutlein, J., Trubetskoy, V., Uitterlinden, A.G., Umbricht, D., Auwera, S. van der, Hemert, A.M. van, Viktorin, A., Visscher, P.M., Wang, Y.P., Webb, B.T., Weinsheimer, S.M., Wellmann, J., Willemsen, G., Witt, S.H., Wu, Y., Xi, H.L.S., Yang, J., Zhang, F.T., Arolt, V., Baune, B.T., Berger, K., Boomsma, D.I., Cichon, S., Dannlowski, U., Geus, E.J.C. de, DePaulo, J.R., Domenici, E., Domschke, K., Esko, T., Grabe, H.J., Hamilton, S.P., Hayward, C., Heath, A.C., Kendler, K.S., Kloiber, S., Lewis, G., Li, Q.Q.S., Lucae, S., Madden, P.A.F., Magnusson, P.K., Martin, N.G., McIntosh, A.M., Metspalu, A., Mors, O., Mortensen, P.B., Nordentoft, M., Nothen, M.M., O'Donovan, M.C., Paciga, S.A., Pedersen, N.L., Penninx, B.W.J.H., Perlis, R.H., Porteous, D.J., Potash, J.B., Preisig, M., Rietschel, M., Schaefer, C., Schulze, T.G., Stefansson, K., Tiemeier, H., Uher, R., Volzke, H., Weissman, M.M., Werge, T., Lewis, C.M., Levinson, D.F., Breen, G., Borglum, A.D., Sullivan, P.F., Major Depressive Disorder Working, Epidemiology, Internal Medicine, Child and Adolescent Psychiatry / Psychology, Psychiatry, Biological Psychology, APH - Methodology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, APH - Mental Health, and Adult Psychiatry

Subjects
Adult, DISORDER, medicine.medical_specialty, Genome-wide association study, EXERCISE, CAUSALITY, 03 medical and health sciences, 0302 clinical medicine, SDG 3 - Good Health and Well-being, PEOPLE, Internal medicine, Accelerometry, Mendelian randomization, SCHIZOPHRENIA, Humans, Medicine, ANXIETY, Exercise, RISK, Depressive Disorder, Major, business.industry, Case-control study, SEDENTARY BEHAVIOR, Mendelian Randomization Analysis, Odds ratio, ASSOCIATION, Protective Factors, medicine.disease, 030227 psychiatry, Psychiatry and Mental health, Sample size determination, Case-Control Studies, Meta-analysis, Major depressive disorder, Self Report, business, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract

Importance: Increasing evidence shows that physical activity is associated with reduced risk for depression, pointing to a potential modifiable target for prevention. However, the causality and direction of this association are not clear; physical activity may protect against depression, and/or depression may result in decreased physical activity.Objective: To examine bidirectional relationships between physical activity and depression using a genetically informed method for assessing potential causal inference.Design, Setting, and Participants: This 2-sample mendelian randomization (MR) used independent top genetic variants associated with 2 physical activity phenotypes-self-reported (n = 377 234) and objective accelerometer-based (n = 91 084)-and with major depressive disorder (MDD) (n = 143 265) as genetic instruments from the largest available, nonoverlapping genome-wide association studies (GWAS). GWAS were previously conducted in diverse observational cohorts, including the UK Biobank (for physical activity) and participating studies in the Psychiatric Genomics Consortium (for MDD) among adults of European ancestry. Mendelian randomization estimates from each genetic instrument were combined using inverse variance weighted meta-analysis, with alternate methods (eg, weighted median, MR Egger, MR-Pleiotropy Residual Sum and Outlier [PRESSO]) and multiple sensitivity analyses to assess horizontal pleiotropy and remove outliers. Data were analyzed from May 10 through July 31, 2018.Main Outcomes and Measures: MDD and physical activity.Results: GWAS summary data were available for a combined sample size of 611 583 adult participants. Mendelian randomization evidence suggested a protective relationship between accelerometer-based activity and MDD (odds ratio [OR], 0.74 for MDD per 1-SD increase in mean acceleration; 95% CI, 0.59-0.92; P = .006). In contrast, there was no statistically significant relationship between MDD and accelerometer-based activity (β = -0.08 in mean acceleration per MDD vs control status; 95% CI, -0.47 to 0.32; P = .70). Furthermore, there was no significant relationship between self-reported activity and MDD (OR, 1.28 for MDD per 1-SD increase in metabolic-equivalent minutes of reported moderate-to-vigorous activity; 95% CI, 0.57-3.37; P = .48), or between MDD and self-reported activity (β = 0.02 per MDD in standardized metabolic-equivalent minutes of reported moderate-to-vigorous activity per MDD vs control status; 95% CI, -0.008 to 0.05; P = .15).Conclusions and Relevance: Using genetic instruments identified from large-scale GWAS, robust evidence supports a protective relationship between objectively assessed-but not self-reported-physical activity and the risk for MDD. Findings point to the importance of objective measurement of physical activity in epidemiologic studies of mental health and support the hypothesis that enhancing physical activity may be an effective prevention strategy for depression.

Published
2019

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

Author

Mullins, N. Forstner, A.J. O’Connell, K.S. Coombes, B. Coleman, J.R.I. Qiao, Z. Als, T.D. Bigdeli, T.B. Børte, 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. Bækvad-Hansen, M. Bass, N. Bauer, M. Beins, E.C. Bergen, S.E. Birner, A. Bøcker Pedersen, C. Bøen, 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. Elvsåshagen, T. Escott-Price, V. Ferrier, I.N. Fiorentino, A. Foroud, T.M. Forty, L. Frank, J. Frei, O. Freimer, N.B. Frisén, L. Gade, K. Garnham, J. Gelernter, J. Giørtz 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. Mühleisen, T.W. O’Brien, N. O’Donovan, C. Olde Loohuis, L.M. Oruc, L. Papiol, S. Pardiñas, 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. Sánchez-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. Søholm Hansen, C. Soler Artigas, M. Spijker, A.T. Stein, D.J. Strauss, J.S. Świątkowska, 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. Børglum, 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. Landén, 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. Müller-Myhsok, B. Myers, R.M. Neale, B.M. Nievergelt, C.M. Nordentoft, M. Nöthen, 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. Ribasés, 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. HUNT All-In Psychiatry

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. © 2021, The Author(s), under exclusive licence to Springer Nature America, Inc.

Published
2021

35. Risk variants and polygenic architecture of disruptive behavior disorders in the context of attention-deficit/hyperactivity disorder

Author

Demontis, D., Walters, R.K., Rajagopal, V.M., Waldman, I.D., Grove, J, Als, T.D., Dalsgaard, S., Ribasés, M., Bybjerg-Grauholm, J., Bækvad-Hansen, M., Werge, T., Nordentoft, M., Mors, O., Mortensen, P.B., Cormand, B., Hougaard, D.M., Neale, B.M., Franke, B., Faraone, S.V, Børglum, A.D., Demontis, D., Walters, R.K., Rajagopal, V.M., Waldman, I.D., Grove, J, Als, T.D., Dalsgaard, S., Ribasés, M., Bybjerg-Grauholm, J., Bækvad-Hansen, M., Werge, T., Nordentoft, M., Mors, O., Mortensen, P.B., Cormand, B., Hougaard, D.M., Neale, B.M., Franke, B., Faraone, S.V, and Børglum, A.D.

Abstract

Contains fulltext : 231701.pdf (publisher's version ) (Open Access), Attention-Deficit/Hyperactivity Disorder (ADHD) is a childhood psychiatric disorder often comorbid with disruptive behavior disorders (DBDs). Here, we report a GWAS meta-analysis of ADHD comorbid with DBDs (ADHD + DBDs) including 3802 cases and 31,305 controls. We identify three genome-wide significant loci on chromosomes 1, 7, and 11. A meta-analysis including a Chinese cohort supports that the locus on chromosome 11 is a strong risk locus for ADHD + DBDs across European and Chinese ancestries (rs7118422, P = 3.15×10(-10), OR = 1.17). We find a higher SNP heritability for ADHD + DBDs (h(2)(SNP) = 0.34) when compared to ADHD without DBDs (h(2)(SNP) = 0.20), high genetic correlations between ADHD + DBDs and aggressive (r(g) = 0.81) and anti-social behaviors (r(g) = 0.82), and an increased burden (polygenic score) of variants associated with ADHD and aggression in ADHD + DBDs compared to ADHD without DBDs. Our results suggest an increased load of common risk variants in ADHD + DBDs compared to ADHD without DBDs, which in part can be explained by variants associated with aggressive behavior.

Published
2021

36. The association between genetically determined ABO blood types and major depressive disorder

Author

Garvert, L, Baune, BT, Berger, K, Boomsma, D, Breen, G, Greinacher, A, Hamilton, SP, Levinson, DF, Lewis, CM, Lucae, S, Magnusson, PKE, Martin, NG, McIntosh, AM, Mors, O, Mueller-Myhsok, B, Penninx, BWJH, Perlis, RH, Pistis, G, Potash, JB, Preisig, M, Rietschel, M, Shi, J, Smoller, JW, Tiemeier, H, Uher, R, Voelker, U, Voelzke, H, Weissman, MM, Grabe, HJ, Van der Auwera, S, Garvert, L, Baune, BT, Berger, K, Boomsma, D, Breen, G, Greinacher, A, Hamilton, SP, Levinson, DF, Lewis, CM, Lucae, S, Magnusson, PKE, Martin, NG, McIntosh, AM, Mors, O, Mueller-Myhsok, B, Penninx, BWJH, Perlis, RH, Pistis, G, Potash, JB, Preisig, M, Rietschel, M, Shi, J, Smoller, JW, Tiemeier, H, Uher, R, Voelker, U, Voelzke, H, Weissman, MM, Grabe, HJ, and Van der Auwera, S

Abstract

ABO blood types and their corresponding antigens have long been assumed to be related to different human diseases. So far, smaller studies on the relationship between mental disorders and blood types yielded contradicting results. In this study we analyzed the association between ABO blood types and lifetime major depressive disorder (MDD). We performed a pooled analysis with data from 26 cohorts that are part of the MDD working group of the Psychiatric Genomics Consortium (PGC). The dataset included 37,208 individuals of largely European ancestry of which 41.6% were diagnosed with lifetime MDD. ABO blood types were identified using three single nucleotide polymorphisms in the ABO gene: rs505922, rs8176746 and rs8176747. Regression analyses were performed to assess associations between the individual ABO blood types and MDD diagnosis as well as putative interaction effects with sex. The models were adjusted for sex, cohort and the first ten genetic principal components. The percentage of blood type A was slightly lower in cases than controls while blood type O was more prominent in cases. However, these differences were not statistically significant. Our analyses found no evidence of an association between ABO blood types and major depressive disorder.

Published
2021

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

Author

Mullins, N, Forstner, AJ, O'Connell, KS, Coombes, B, Coleman, JR, Qiao, Z, Als, TD, Bigdeli, TB, Borte, S, Bryois, J, Charney, AW, Drange, OK, Gandal, MJ, Hagenaars, SP, Ikeda, M, Kamitaki, N, Kim, M, Krebs, K, Panagiotaropoulou, G, Schilder, BM, Sloofman, LG, Steinberg, S, Trubetskoy, V, Winsvold, BS, 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, JH, Baekvad-Hansen, M, Bass, N, Bauer, M, Beins, EC, Bergen, SE, Birner, A, Pedersen, CB, Boen, E, Boks, MP, Bosch, R, Brum, M, Brumpton, BM, 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, PM, Dale, AM, Dalkner, N, David, FS, Degenhardt, F, Djurovic, S, Dobbyn, AL, Douzenis, A, Elvsashagen, T, Escott-Price, V, Ferrier, IN, Fiorentino, A, Foroud, TM, Forty, L, Frank, J, Frei, O, Freimer, NB, Frisen, L, Gade, K, Garnham, J, Gelernter, J, Pedersen, MG, Gizer, IR, Gordon, SD, Gordon-Smith, K, Greenwood, TA, Grove, J, Guzman-Parra, J, Ha, K, Haraldsson, M, Hautzinger, M, Heilbronner, U, Hellgren, D, Herms, S, Hoffmann, P, Holmans, PA, Huckins, L, Jamain, S, Johnson, JS, Kalman, JL, Kamatani, Y, Kennedy, JL, Kittel-Schneider, S, Knowles, JA, Kogevinas, M, Koromina, M, Kranz, TM, Kranzler, HR, Kubo, M, Kupka, R, Kushner, SA, Lavebratt, C, Lawrence, J, Leber, M, Lee, H-J, Lee, PH, Levy, SE, Lewis, C, Liao, C, Lucae, S, Lundberg, M, MacIntyre, DJ, Maier, W, Maihofer, A, Malaspina, D, Maratou, E, Martinsson, L, Mattheisen, M, McCarroll, SA, McGregor, NW, McGuffin, P, McKay, JD, Medeiros, H, Medland, SE, Millischer, V, Montgomery, GW, Moran, JL, Morris, DW, Muhleisen, TW, O'Brien, N, O'Donovan, C, Loohuis, LMO, Oruc, L, Papiol, S, Pardinas, AF, Perry, A, Pfennig, A, Porichi, E, Potash, JB, Quested, D, Raj, T, Rapaport, MH, DePaulo, JR, Regeer, EJ, Rice, JP, Rivas, F, Rivera, M, Roth, J, Roussos, P, Ruderfer, DM, Sanchez-Mora, C, Schulte, EC, Senner, F, Sharp, S, Shilling, PD, Sigurdsson, E, Sirignano, L, Slaney, C, Smeland, OB, Sobell, JL, Hansen, CS, Artigas, MS, Spijker, AT, Stein, DJ, Strauss, JS, Swiatkowska, B, Terao, C, Thorgeirsson, TE, Toma, C, Tooney, P, Tsermpini, E-E, Vawter, MP, Vedder, H, Walters, JTR, Witt, SH, Xi, S, Xu, W, Yang, JMK, Young, AH, Young, H, Zandi, PP, Zhou, H, Zillich, L, Adolfsson, R, Agartz, I, Alda, M, Alfredsson, L, Babadjanova, G, Backlund, L, Baune, BT, Bellivier, F, Bengesser, S, Berrettini, WH, Blackwood, DHR, Boehnke, M, Borglum, AD, Breen, G, Carr, VJ, Catts, S, Corvin, A, Craddock, N, Dannlowski, U, Dikeos, D, Esko, T, Etain, B, Ferentinos, P, Frye, M, Fullerton, JM, Gawlik, M, Gershon, ES, Goes, F, Green, MJ, Grigoroiu-Serbanescu, M, Hauser, J, Henskens, F, Hillert, J, Hong, KS, Hougaard, DM, Hultman, CM, Hveem, K, Iwata, N, Jablensky, A, Jones, I, Jones, LA, Kahn, RS, Kelsoe, JR, Kirov, G, Landen, M, Leboyer, M, Lewis, CM, Li, QS, Lissowska, J, Lochner, C, Loughland, C, Martin, NG, Mathews, CA, Mayoral, F, McElroy, SL, McIntosh, AM, McMahon, FJ, Melle, I, Michie, P, Milani, L, Mitchell, PB, Morken, G, Mors, O, Mortensen, PB, Mowry, B, Muller-Myhsok, B, Myers, RM, Neale, BM, Nievergelt, CM, Nordentoft, M, Nothen, MM, ODonovan, MC, Oedegaard, KJ, Olsson, T, Owen, MJ, Paciga, SA, Pantelis, C, Pato, C, Pato, MT, Patrinos, GP, Perlis, RH, Posthuma, D, Ramos-Quiroga, JA, Reif, A, Reininghaus, EZ, Ribases, M, Rietschel, M, Ripke, S, Rouleau, GA, Saito, T, Schall, U, Schalling, M, Schofield, PR, Schulze, TG, Scott, LJ, Scott, RJ, Serretti, A, Weickert, CS, Smoller, JW, Stefansson, H, Stefansson, K, Stordal, E, Streit, F, Sullivan, PF, Turecki, G, Vaaler, AE, Vieta, E, Vincent, JB, Waldman, ID, Weickert, TW, Werge, T, Wray, NR, Zwart, J, Biernacka, JM, Nurnberger, J, Cichon, S, Edenberg, HJ, Stahl, EA, McQuillin, A, Di Florio, A, Ophoff, RA, Andreassen, OA, Mullins, N, Forstner, AJ, O'Connell, KS, Coombes, B, Coleman, JR, Qiao, Z, Als, TD, Bigdeli, TB, Borte, S, Bryois, J, Charney, AW, Drange, OK, Gandal, MJ, Hagenaars, SP, Ikeda, M, Kamitaki, N, Kim, M, Krebs, K, Panagiotaropoulou, G, Schilder, BM, Sloofman, LG, Steinberg, S, Trubetskoy, V, Winsvold, BS, 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, JH, Baekvad-Hansen, M, Bass, N, Bauer, M, Beins, EC, Bergen, SE, Birner, A, Pedersen, CB, Boen, E, Boks, MP, Bosch, R, Brum, M, Brumpton, BM, 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, PM, Dale, AM, Dalkner, N, David, FS, Degenhardt, F, Djurovic, S, Dobbyn, AL, Douzenis, A, Elvsashagen, T, Escott-Price, V, Ferrier, IN, Fiorentino, A, Foroud, TM, Forty, L, Frank, J, Frei, O, Freimer, NB, Frisen, L, Gade, K, Garnham, J, Gelernter, J, Pedersen, MG, Gizer, IR, Gordon, SD, Gordon-Smith, K, Greenwood, TA, Grove, J, Guzman-Parra, J, Ha, K, Haraldsson, M, Hautzinger, M, Heilbronner, U, Hellgren, D, Herms, S, Hoffmann, P, Holmans, PA, Huckins, L, Jamain, S, Johnson, JS, Kalman, JL, Kamatani, Y, Kennedy, JL, Kittel-Schneider, S, Knowles, JA, Kogevinas, M, Koromina, M, Kranz, TM, Kranzler, HR, Kubo, M, Kupka, R, Kushner, SA, Lavebratt, C, Lawrence, J, Leber, M, Lee, H-J, Lee, PH, Levy, SE, Lewis, C, Liao, C, Lucae, S, Lundberg, M, MacIntyre, DJ, Maier, W, Maihofer, A, Malaspina, D, Maratou, E, Martinsson, L, Mattheisen, M, McCarroll, SA, McGregor, NW, McGuffin, P, McKay, JD, Medeiros, H, Medland, SE, Millischer, V, Montgomery, GW, Moran, JL, Morris, DW, Muhleisen, TW, O'Brien, N, O'Donovan, C, Loohuis, LMO, Oruc, L, Papiol, S, Pardinas, AF, Perry, A, Pfennig, A, Porichi, E, Potash, JB, Quested, D, Raj, T, Rapaport, MH, DePaulo, JR, Regeer, EJ, Rice, JP, Rivas, F, Rivera, M, Roth, J, Roussos, P, Ruderfer, DM, Sanchez-Mora, C, Schulte, EC, Senner, F, Sharp, S, Shilling, PD, Sigurdsson, E, Sirignano, L, Slaney, C, Smeland, OB, Sobell, JL, Hansen, CS, Artigas, MS, Spijker, AT, Stein, DJ, Strauss, JS, Swiatkowska, B, Terao, C, Thorgeirsson, TE, Toma, C, Tooney, P, Tsermpini, E-E, Vawter, MP, Vedder, H, Walters, JTR, Witt, SH, Xi, S, Xu, W, Yang, JMK, Young, AH, Young, H, Zandi, PP, Zhou, H, Zillich, L, Adolfsson, R, Agartz, I, Alda, M, Alfredsson, L, Babadjanova, G, Backlund, L, Baune, BT, Bellivier, F, Bengesser, S, Berrettini, WH, Blackwood, DHR, Boehnke, M, Borglum, AD, Breen, G, Carr, VJ, Catts, S, Corvin, A, Craddock, N, Dannlowski, U, Dikeos, D, Esko, T, Etain, B, Ferentinos, P, Frye, M, Fullerton, JM, Gawlik, M, Gershon, ES, Goes, F, Green, MJ, Grigoroiu-Serbanescu, M, Hauser, J, Henskens, F, Hillert, J, Hong, KS, Hougaard, DM, Hultman, CM, Hveem, K, Iwata, N, Jablensky, A, Jones, I, Jones, LA, Kahn, RS, Kelsoe, JR, Kirov, G, Landen, M, Leboyer, M, Lewis, CM, Li, QS, Lissowska, J, Lochner, C, Loughland, C, Martin, NG, Mathews, CA, Mayoral, F, McElroy, SL, McIntosh, AM, McMahon, FJ, Melle, I, Michie, P, Milani, L, Mitchell, PB, Morken, G, Mors, O, Mortensen, PB, Mowry, B, Muller-Myhsok, B, Myers, RM, Neale, BM, Nievergelt, CM, Nordentoft, M, Nothen, MM, ODonovan, MC, Oedegaard, KJ, Olsson, T, Owen, MJ, Paciga, SA, Pantelis, C, Pato, C, Pato, MT, Patrinos, GP, Perlis, RH, Posthuma, D, Ramos-Quiroga, JA, Reif, A, Reininghaus, EZ, Ribases, M, Rietschel, M, Ripke, S, Rouleau, GA, Saito, T, Schall, U, Schalling, M, Schofield, PR, Schulze, TG, Scott, LJ, Scott, RJ, Serretti, A, Weickert, CS, Smoller, JW, Stefansson, H, Stefansson, K, Stordal, E, Streit, F, Sullivan, PF, Turecki, G, Vaaler, AE, Vieta, E, Vincent, JB, Waldman, ID, Weickert, TW, Werge, T, Wray, NR, Zwart, J, Biernacka, JM, Nurnberger, J, Cichon, S, Edenberg, HJ, Stahl, EA, McQuillin, A, Di Florio, A, Ophoff, RA, and Andreassen, OA

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
2021

38. Examining sex differences in neurodevelopmental and psychiatric genetic risk in anxiety and depression

Author

Guloksuz, S, Martin, J, Asjadi, K, Hubbard, L, Kendall, K, Pardinas, AF, Jermy, B, Lewis, CM, Baune, BT, Boomsma, D, Hamilton, SP, Lucae, S, Magnusson, PK, Martin, NG, McIntosh, AM, Mehta, D, Mors, O, Mullins, N, Penninx, BWJH, Preisig, M, Rietschel, M, Jones, I, Walters, JTR, Rice, F, Thapar, A, O'Donovan, M, Guloksuz, S, Martin, J, Asjadi, K, Hubbard, L, Kendall, K, Pardinas, AF, Jermy, B, Lewis, CM, Baune, BT, Boomsma, D, Hamilton, SP, Lucae, S, Magnusson, PK, Martin, NG, McIntosh, AM, Mehta, D, Mors, O, Mullins, N, Penninx, BWJH, Preisig, M, Rietschel, M, Jones, I, Walters, JTR, Rice, F, Thapar, A, and O'Donovan, M

Abstract

Anxiety and depression are common mental health disorders and have a higher prevalence in females. They are modestly heritable, share genetic liability with other psychiatric disorders, and are highly heterogeneous. There is evidence that genetic liability to neurodevelopmental disorders, such as attention deficit hyperactivity disorder (ADHD) is associated with anxiety and depression, particularly in females. We investigated sex differences in family history for neurodevelopmental and psychiatric disorders and neurodevelopmental genetic risk burden (indexed by ADHD polygenic risk scores (PRS) and rare copy number variants; CNVs) in individuals with anxiety and depression, also taking into account age at onset. We used two complementary datasets: 1) participants with a self-reported diagnosis of anxiety or depression (N = 4,178, 65.5% female; mean age = 41.5 years; N = 1,315 with genetic data) from the National Centre for Mental Health (NCMH) cohort and 2) a clinical sample of 13,273 (67.6% female; mean age = 45.2 years) patients with major depressive disorder (MDD) from the Psychiatric Genomics Consortium (PGC). We tested for sex differences in family history of psychiatric problems and presence of rare CNVs (neurodevelopmental and >500kb loci) in NCMH only and for sex differences in ADHD PRS in both datasets. In the NCMH cohort, females were more likely to report family history of neurodevelopmental and psychiatric disorders, but there were no robust sex differences in ADHD PRS or presence of rare CNVs. There was weak evidence of higher ADHD PRS in females compared to males in the PGC MDD sample, particularly in those with an early onset of MDD. These results do not provide strong evidence of sex differences in neurodevelopmental genetic risk burden in adults with anxiety and depression. This indicates that sex may not be a major index of neurodevelopmental genetic heterogeneity, that is captured by ADHD PRS and rare CNV burden, in adults with anxiety and depressi

Published
2021

39. A polygenic resilience score moderates the genetic risk for schizophrenia

Author

Hess, JL, Tylee, DS, Mattheisen, M, Borglum, AD, Als, TD, Grove, J, Werge, T, Mortensen, PB, Mors, O, Nordentoft, M, Hougaard, DM, Byberg-Grauholm, J, Baekvad-Hansen, M, Greenwood, TA, Tsuang, MT, Curtis, D, Steinberg, S, Sigurdsson, E, Stefansson, H, Stefansson, K, Edenberg, HJ, Holmans, P, Faraone, S, Glatt, SJ, Hess, JL, Tylee, DS, Mattheisen, M, Borglum, AD, Als, TD, Grove, J, Werge, T, Mortensen, PB, Mors, O, Nordentoft, M, Hougaard, DM, Byberg-Grauholm, J, Baekvad-Hansen, M, Greenwood, TA, Tsuang, MT, Curtis, D, Steinberg, S, Sigurdsson, E, Stefansson, H, Stefansson, K, Edenberg, HJ, Holmans, P, Faraone, S, and Glatt, SJ

Abstract

Based on the discovery by the Resilience Project (Chen R. et al. Nat Biotechnol 34:531-538, 2016) of rare variants that confer resistance to Mendelian disease, and protective alleles for some complex diseases, we posited the existence of genetic variants that promote resilience to highly heritable polygenic disorders1,0 such as schizophrenia. Resilience has been traditionally viewed as a psychological construct, although our use of the term resilience refers to a different construct that directly relates to the Resilience Project, namely: heritable variation that promotes resistance to disease by reducing the penetrance of risk loci, wherein resilience and risk loci operate orthogonal to one another. In this study, we established a procedure to identify unaffected individuals with relatively high polygenic risk for schizophrenia, and contrasted them with risk-matched schizophrenia cases to generate the first known "polygenic resilience score" that represents the additive contributions to SZ resistance by variants that are distinct from risk loci. The resilience score was derived from data compiled by the Psychiatric Genomics Consortium, and replicated in three independent samples. This work establishes a generalizable framework for finding resilience variants for any complex, heritable disorder.

Published
2021

40. Association between genetic variation in a region on chromosome 11 and schizophrenia in large samples from Europe

Author

Rietschel, M, Mattheisen, M, Degenhardt, F, Mühleisen, T W, Kirsch, P, Esslinger, C, Herms, S, Demontis, D, Steffens, M, Strohmaier, J, Haenisch, B, Breuer, R, Czerski, P M, Giegling, I, Strengman, E, Schmael, C, Mors, O, Mortensen, P B, Hougaard, D M, Ørntoft, T, Kapelski, P, Priebe, L, Basmanav, F B, Forstner, A J, Hoffmann, P, Meier, S, Nikitopoulos, J, Moebus, S, Alexander, M, Mössner, R, Wichmann, H-E, Schreiber, S, Rivandeneira, F, Hofman, A, Uitterlinden, A G, Wienker, T F, Schumacher, J, Hauser, J, Maier, W, Cantor, R M, Erk, S, Schulze, T G, Craddock, N, Owen, M J, O'Donovan, M C, Børglum, A D, Rujescu, D, Walter, H, Meyer-Lindenberg, A, Nöthen, M M, Ophoff, R A, and Cichon, S

Published
2012
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45. Expanding the range of ZNF804A variants conferring risk of psychosis

Author

Steinberg, S, Mors, O, Børglum, A D, Gustafsson, O, Werge, T, Mortensen, P B, Andreassen, O A, Sigurdsson, E, Thorgeirsson, T E, Böttcher, Y, Olason, P, Ophoff, R A, Cichon, S, Gudjonsdottir, I H, Pietiläinen, O P H, Nyegaard, M, Tuulio-Henriksson, A, Ingason, A, Hansen, T, Athanasiu, L, Suvisaari, J, Lonnqvist, J, Paunio, T, Hartmann, A, Jürgens, G, Nordentoft, M, Hougaard, D, Norgaard-Pedersen, B, Breuer, R, Möller, H-J, Giegling, I, Glenthøj, B, Rasmussen, H B, Mattheisen, M, Bitter, I, Réthelyi, J M, Sigmundsson, T, Fossdal, R, Thorsteinsdottir, U, Ruggeri, M, Tosato, S, Strengman, E, Kiemeney, L A, Melle, I, Djurovic, S, Abramova, L, Kaleda, V, Walshe, M, Bramon, E, Vassos, E, Li, T, Fraser, G, Walker, N, Toulopoulou, T, Yoon, J, Freimer, N B, Cantor, R M, Murray, R, Kong, A, Golimbet, V, Jönsson, E G, Terenius, L, Agartz, I, Petursson, H, Nöthen, M M, Rietschel, M, Peltonen, L, Rujescu, D, Collier, D A, Stefansson, H, St Clair, D, and Stefansson, K

Published
2011
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49. Classical Human Leukocyte Antigen Alleles and C4 Haplotypes Are Not Significantly Associated With Depression

Author

Glanville, KP, Coleman, JR, Hanscombe, KB, Euesden, J, Choi, SW, Purves, KL, Breen, G, Air, TM, Andlauer, TFM, Baune, BT, Binder, EB, Blackwood, DHR, Boomsma, D, Buttenschon, HN, Colodro-Conde, L, Dannlowski, U, Direk, N, Dunn, EC, Forstner, AJ, de Geus, EJC, Grabe, HJ, Hamilton, SP, Jones, I, Jones, LA, Knowles, JA, Kutalik, Z, Levinson, DF, Lewis, G, Lind, PA, Lucae, S, Magnusson, PK, McGuffin, P, McIntosh, AM, Milaneschi, Y, Mors, O, Mostafavi, S, Mueller-Myhsok, B, Pedersen, NL, Penninx, BWJH, Potash, JB, Preisig, M, Ripke, S, Shi, J, Shyn, S, Smoller, JW, Streit, F, Sullivan, PF, Tiemeier, H, Uher, R, Van der Auwera, S, Weissman, MM, O'Reilly, PF, Lewis, CM, Wray, NR, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Bryois, J, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Dolan, C, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Howard, DM, Ising, M, Jansen, R, Jorgenson, E, Kohane, IS, Kraft, J, Kretzschmar, WW, Li, Y, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milani, L, Mondimore, FM, Montgomery, GW, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Berger, K, Cichon, S, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Li, QS, Madden, PAF, Martin, NG, Metspalu, A, Mortensen, PB, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Perlis, RH, Porteous, DJ, Rietschel, M, Schaefer, C, Schulze, TG, Stefansson, K, Voelzke, H, Werge, T, Borglum, AD, Glanville, KP, Coleman, JR, Hanscombe, KB, Euesden, J, Choi, SW, Purves, KL, Breen, G, Air, TM, Andlauer, TFM, Baune, BT, Binder, EB, Blackwood, DHR, Boomsma, D, Buttenschon, HN, Colodro-Conde, L, Dannlowski, U, Direk, N, Dunn, EC, Forstner, AJ, de Geus, EJC, Grabe, HJ, Hamilton, SP, Jones, I, Jones, LA, Knowles, JA, Kutalik, Z, Levinson, DF, Lewis, G, Lind, PA, Lucae, S, Magnusson, PK, McGuffin, P, McIntosh, AM, Milaneschi, Y, Mors, O, Mostafavi, S, Mueller-Myhsok, B, Pedersen, NL, Penninx, BWJH, Potash, JB, Preisig, M, Ripke, S, Shi, J, Shyn, S, Smoller, JW, Streit, F, Sullivan, PF, Tiemeier, H, Uher, R, Van der Auwera, S, Weissman, MM, O'Reilly, PF, Lewis, CM, Wray, NR, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Bryois, J, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Dolan, C, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Howard, DM, Ising, M, Jansen, R, Jorgenson, E, Kohane, IS, Kraft, J, Kretzschmar, WW, Li, Y, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milani, L, Mondimore, FM, Montgomery, GW, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Berger, K, Cichon, S, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Li, QS, Madden, PAF, Martin, NG, Metspalu, A, Mortensen, PB, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Perlis, RH, Porteous, DJ, Rietschel, M, Schaefer, C, Schulze, TG, Stefansson, K, Voelzke, H, Werge, T, and Borglum, AD

Abstract

BACKGROUND: The prevalence of depression is higher in individuals with autoimmune diseases, but the mechanisms underlying the observed comorbidities are unknown. Shared genetic etiology is a plausible explanation for the overlap, and in this study we tested whether genetic variation in the major histocompatibility complex (MHC), which is associated with risk for autoimmune diseases, is also associated with risk for depression. METHODS: We fine-mapped the classical MHC (chr6: 29.6-33.1 Mb), imputing 216 human leukocyte antigen (HLA) alleles and 4 complement component 4 (C4) haplotypes in studies from the Psychiatric Genomics Consortium Major Depressive Disorder Working Group and the UK Biobank. The total sample size was 45,149 depression cases and 86,698 controls. We tested for association between depression status and imputed MHC variants, applying both a region-wide significance threshold (3.9 × 10-6) and a candidate threshold (1.6 × 10-4). RESULTS: No HLA alleles or C4 haplotypes were associated with depression at the region-wide threshold. HLA-B*08:01 was associated with modest protection for depression at the candidate threshold for testing in HLA genes in the meta-analysis (odds ratio = 0.98, 95% confidence interval = 0.97-0.99). CONCLUSIONS: We found no evidence that an increased risk for depression was conferred by HLA alleles, which play a major role in the genetic susceptibility to autoimmune diseases, or C4 haplotypes, which are strongly associated with schizophrenia. These results suggest that any HLA or C4 variants associated with depression either are rare or have very modest effect sizes.

Published
2020

50. Genome-wide gene-environment analyses of major depressive disorder and reported lifetime traumatic experiences in UK Biobank

Author

Coleman, JRI, Peyrot, WJ, Purves, KL, Davis, KAS, Rayner, C, Choi, SW, Hubel, C, Gaspar, HA, Kan, C, Van der Auwera, S, Adams, MJ, Lyall, DM, Choi, KW, Dunn, EC, Vassos, E, Danese, A, Maughan, B, Grabe, HJ, Lewis, CM, O'Reilly, PF, McIntosh, AM, Smith, DJ, Wray, NR, Hotopf, M, Eley, TC, Breen, G, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, CV, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Forstner, AJ, Frank, J, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Howard, DM, Ising, M, Jansen, R, Jones, I, Jones, LA, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, SI, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, DI, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Volzke, H, Weissman, MM, Werge, T, Levinson, DF, Borglum, AD, Sullivan, PF, Coleman, JRI, Peyrot, WJ, Purves, KL, Davis, KAS, Rayner, C, Choi, SW, Hubel, C, Gaspar, HA, Kan, C, Van der Auwera, S, Adams, MJ, Lyall, DM, Choi, KW, Dunn, EC, Vassos, E, Danese, A, Maughan, B, Grabe, HJ, Lewis, CM, O'Reilly, PF, McIntosh, AM, Smith, DJ, Wray, NR, Hotopf, M, Eley, TC, Breen, G, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, CV, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Forstner, AJ, Frank, J, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Howard, DM, Ising, M, Jansen, R, Jones, I, Jones, LA, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, SI, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, DI, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Volzke, H, Weissman, MM, Werge, T, Levinson, DF, Borglum, AD, and Sullivan, PF

Abstract

Depression is more frequent among individuals exposed to traumatic events. Both trauma exposure and depression are heritable. However, the relationship between these traits, including the role of genetic risk factors, is complex and poorly understood. When modelling trauma exposure as an environmental influence on depression, both gene-environment correlations and gene-environment interactions have been observed. The UK Biobank concurrently assessed Major Depressive Disorder (MDD) and self-reported lifetime exposure to traumatic events in 126,522 genotyped individuals of European ancestry. We contrasted genetic influences on MDD stratified by reported trauma exposure (final sample size range: 24,094-92,957). The SNP-based heritability of MDD with reported trauma exposure (24%) was greater than MDD without reported trauma exposure (12%). Simulations showed that this is not confounded by the strong, positive genetic correlation observed between MDD and reported trauma exposure. We also observed that the genetic correlation between MDD and waist circumference was only significant in individuals reporting trauma exposure (rg = 0.24, p = 1.8 × 10-7 versus rg = -0.05, p = 0.39 in individuals not reporting trauma exposure, difference p = 2.3 × 10-4). Our results suggest that the genetic contribution to MDD is greater when reported trauma is present, and that a complex relationship exists between reported trauma exposure, body composition, and MDD.

Published
2020

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