Author: "Gur, Rachel E." - Searchworks@Jio Institute Digital Library Search Results

Your search keyword '"Gur, Rachel E."' showing total 11 results

Start Over Author "Gur, Rachel E."

11 results on '"Gur, Rachel E."'

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

Author: Dima, Danai, Modabbernia, Amirhossein, Papachristou, Efstathios, Doucet, Gaelle E, Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N, Albajes-Eizagirre, Anton, Alnaes, Dag, Alpert, Kathryn I, Andersson, Micael, Andreasen, Nancy C, Andreassen, Ole A, Asherson, Philip, Banaschewski, Tobias, Bargallo, Nuria, Baumeister, Sarah, Baur-Streubel, Ramona, Bertolino, Alessandro, Bonvino, Aurora, Boomsma, Dorret I, Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Breier, Alan, Brodaty, Henry, Brouwer, Rachel M, Buitelaar, Jan K, Busatto, Geraldo F, Buckner, Randy L, Calhoun, Vincent, Canales-Rodríguez, Erick J, Cannon, Dara M, Caseras, Xavier, Castellanos, Francisco X, Cervenka, Simon, Chaim-Avancini, Tiffany M, Ching, Christopher RK, Chubar, Victoria, Clark, Vincent P, Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Crone, Eveline A, Dannlowski, Udo, Dale, Anders M, Davey, Christopher, de Geus, Eco JC, de Haan, Lieuwe, de Zubicaray, Greig I, den Braber, Anouk, Dickie, Erin W, Di Giorgio, Annabella, Doan, Nhat Trung, Dørum, Erlend S, Ehrlich, Stefan, Erk, Susanne, Espeseth, Thomas, Fatouros-Bergman, Helena, Fisher, Simon E, Fouche, Jean-Paul, Franke, Barbara, Frodl, Thomas, Fuentes-Claramonte, Paola, Glahn, David C, Gotlib, Ian H, Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A, Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E, Gur, Ruben C, Hahn, Tim, Harrison, Ben J, Hartman, Catharine A, Hatton, Sean N, Heinz, Andreas, Heslenfeld, Dirk J, Hibar, Derrek P, Hickie, Ian B, Ho, Beng-Choon, Hoekstra, Pieter J, Hohmann, Sarah, Holmes, Avram J, Hoogman, Martine, Hosten, Norbert, Howells, Fleur M, Hulshoff Pol, Hilleke E, Huyser, Chaim, Jahanshad, Neda, James, Anthony, Jernigan, Terry L, Jiang, Jiyang, Jönsson, Erik G, Joska, John A, Kahn, Rene, and Kalnin, Andrew
Subjects: Karolinska Schizophrenia Project, Amygdala, Hippocampus, Thalamus, Corpus Striatum, Humans, Human Development, Adolescent, Adult, Aged, Aged, 80 and over, Middle Aged, Child, Child, Preschool, Female, Male, Young Adult, Neuroimaging, ENIGMA, brain morphometry, longitudinal trajectories, multisite, Neurosciences, Aging, Aetiology, 2.1 Biological and endogenous factors, Mental health, Cognitive Sciences, Experimental Psychology
Abstract: Age has a major effect on brain volume. However, the normative studies available are constrained by small sample sizes, restricted age coverage and significant methodological variability. These limitations introduce inconsistencies and may obscure or distort the lifespan trajectories of brain morphometry. In response, we capitalized on the resources of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to examine age-related trajectories inferred from cross-sectional measures of the ventricles, the basal ganglia (caudate, putamen, pallidum, and nucleus accumbens), the thalamus, hippocampus and amygdala using magnetic resonance imaging data obtained from 18,605 individuals aged 3-90 years. All subcortical structure volumes were at their maximum value early in life. The volume of the basal ganglia showed a monotonic negative association with age thereafter; there was no significant association between age and the volumes of the thalamus, amygdala and the hippocampus (with some degree of decline in thalamus) until the sixth decade of life after which they also showed a steep negative association with age. The lateral ventricles showed continuous enlargement throughout the lifespan. Age was positively associated with inter-individual variability in the hippocampus and amygdala and the lateral ventricles. These results were robust to potential confounders and could be used to examine the functional significance of deviations from typical age-related morphometric patterns.
Published: 2022

2. Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years

Author: Frangou, Sophia, Modabbernia, Amirhossein, Williams, Steven CR, Papachristou, Efstathios, Doucet, Gaelle E, Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N, Albajes‐Eizagirre, Anton, Alnæs, Dag, Alpert, Kathryn I, Andersson, Micael, Andreasen, Nancy C, Andreassen, Ole A, Asherson, Philip, Banaschewski, Tobias, Bargallo, Nuria, Baumeister, Sarah, Baur‐Streubel, Ramona, Bertolino, Alessandro, Bonvino, Aurora, Boomsma, Dorret I, Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Breier, Alan, Brodaty, Henry, Brouwer, Rachel M, Buitelaar, Jan K, Busatto, Geraldo F, Buckner, Randy L, Calhoun, Vincent, Canales‐Rodríguez, Erick J, Cannon, Dara M, Caseras, Xavier, Castellanos, Francisco X, Cervenka, Simon, Chaim‐Avancini, Tiffany M, Ching, Christopher RK, Chubar, Victoria, Clark, Vincent P, Conrod, Patricia, Conzelmann, Annette, Crespo‐Facorro, Benedicto, Crivello, Fabrice, Crone, Eveline A, Dale, Anders M, Dannlowski, Udo, Davey, Christopher, Geus, Eco JC, Haan, Lieuwe, Zubicaray, Greig I, Braber, Anouk, Dickie, Erin W, Di Giorgio, Annabella, Doan, Nhat Trung, Dørum, Erlend S, Ehrlich, Stefan, Erk, Susanne, Espeseth, Thomas, Fatouros‐Bergman, Helena, Fisher, Simon E, Fouche, Jean‐Paul, Franke, Barbara, Frodl, Thomas, Fuentes‐Claramonte, Paola, Glahn, David C, Gotlib, Ian H, Grabe, Hans‐Jörgen, Grimm, Oliver, Groenewold, Nynke A, Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E, Gur, Ruben C, Hahn, Tim, Harrison, Ben J, Hartman, Catharine A, Hatton, Sean N, Heinz, Andreas, Heslenfeld, Dirk J, Hibar, Derrek P, Hickie, Ian B, Ho, Beng‐Choon, Hoekstra, Pieter J, Hohmann, Sarah, Holmes, Avram J, Hoogman, Martine, Hosten, Norbert, Howells, Fleur M, Pol, Hilleke E Hulshoff, Huyser, Chaim, Jahanshad, Neda, James, Anthony, Jernigan, Terry L, Jiang, Jiyang, Jönsson, Erik G, Joska, John A, and Kahn, Rene
Subjects: Behavioral and Social Science, Neurosciences, Aging, Adolescent, Adult, Aged, Aged, 80 and over, Cerebral Cortex, Child, Child, Preschool, Cross-Sectional Studies, Female, Human Development, Humans, Male, Middle Aged, Neuroimaging, Young Adult, aging, cortical thickness, development, trajectories, Karolinska Schizophrenia Project, Cognitive Sciences, Experimental Psychology
Abstract: Delineating the association of age and cortical thickness in healthy individuals is critical given the association of cortical thickness with cognition and behavior. Previous research has shown that robust estimates of the association between age and brain morphometry require large-scale studies. In response, we used cross-sectional data from 17,075 individuals aged 3-90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness. We used fractional polynomial (FP) regression to quantify the association between age and cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma method. Interindividual variability was estimated using meta-analysis and one-way analysis of variance. For most regions, their highest cortical thickness value was observed in childhood. Age and cortical thickness showed a negative association; the slope was steeper up to the third decade of life and more gradual thereafter; notable exceptions to this general pattern were entorhinal, temporopolar, and anterior cingulate cortices. Interindividual variability was largest in temporal and frontal regions across the lifespan. Age and its FP combinations explained up to 59% variance in cortical thickness. These results may form the basis of further investigation on normative deviation in cortical thickness and its significance for behavioral and cognitive outcomes.
Published: 2022

3. Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium

Author: National Institutes of Health (US), National Health and Medical Research Council (Australia), Council of Australian University Librarians, Dwyer, Dominic B., Chand, Ganesh B., Pigoni, Alessandro, Khuntia, Adyasha, Wen, Junhao, Antoniades, Mathilde, Hwang, Gyujoon, Erus, Guray, Doshi, Jimit, Srinivasan, Dhivya, Varol, Erdem, Kahn, Rene S., Schnack, Hugo G., Meisenzahl, Eva, Wood, Stephen J., Zhuo, Chuanjun, Sotiras, Aristeidis, Shinohara, Russell T., Shou, Haochang, Fan, Yong, Schaulfelberger, Maristela, Rosa, Pedro, Lalousis, Paris A., Upthegrove, Rachel, Kaczkurkin, Antonia N., Moore, Tyler M., Nelson, Barnaby, Gur, Rachel E., Gur, Ruben C., Ritchie, Marylyn D., Satterthwaite, Theodore D., Murray, Robin M., Forti, Marta Di, Ciufolini, Simone, Zanetti, Marcus V., Wolf, Daniel H., Pantelis, Christos, Crespo-Facorro, Benedicto, Busatto, Geraldo F., Davatzikos, Christos, Koutsouleris, Nikolaos, Dazzan, Paola, National Institutes of Health (US), National Health and Medical Research Council (Australia), Council of Australian University Librarians, Dwyer, Dominic B., Chand, Ganesh B., Pigoni, Alessandro, Khuntia, Adyasha, Wen, Junhao, Antoniades, Mathilde, Hwang, Gyujoon, Erus, Guray, Doshi, Jimit, Srinivasan, Dhivya, Varol, Erdem, Kahn, Rene S., Schnack, Hugo G., Meisenzahl, Eva, Wood, Stephen J., Zhuo, Chuanjun, Sotiras, Aristeidis, Shinohara, Russell T., Shou, Haochang, Fan, Yong, Schaulfelberger, Maristela, Rosa, Pedro, Lalousis, Paris A., Upthegrove, Rachel, Kaczkurkin, Antonia N., Moore, Tyler M., Nelson, Barnaby, Gur, Rachel E., Gur, Ruben C., Ritchie, Marylyn D., Satterthwaite, Theodore D., Murray, Robin M., Forti, Marta Di, Ciufolini, Simone, Zanetti, Marcus V., Wolf, Daniel H., Pantelis, Christos, Crespo-Facorro, Benedicto, Busatto, Geraldo F., Davatzikos, Christos, Koutsouleris, Nikolaos, and Dazzan, Paola
Abstract: Using machine learning, we recently decomposed the neuroanatomical heterogeneity of established schizophrenia to discover two volumetric subgroups—a ‘lower brain volume’ subgroup (SG1) and an ‘higher striatal volume’ subgroup (SG2) with otherwise normal brain structure. In this study, we investigated whether the MRI signatures of these subgroups were also already present at the time of the first-episode of psychosis (FEP) and whether they were related to clinical presentation and clinical remission over 1-, 3-, and 5-years. We included 572 FEP and 424 healthy controls (HC) from 4 sites (Sao Paulo, Santander, London, Melbourne) of the PHENOM consortium. Our prior MRI subgrouping models (671 participants; USA, Germany, and China) were applied to both FEP and HC. Participants were assigned into 1 of 4 categories: subgroup 1 (SG1), subgroup 2 (SG2), no subgroup membership (‘None’), and mixed SG1 + SG2 subgroups (‘Mixed’). Voxel-wise analyses characterized SG1 and SG2 subgroups. Supervised machine learning analyses characterized baseline and remission signatures related to SG1 and SG2 membership. The two dominant patterns of ‘lower brain volume’ in SG1 and ‘higher striatal volume’ (with otherwise normal neuromorphology) in SG2 were identified already at the first episode of psychosis. SG1 had a significantly higher proportion of FEP (32%) vs. HC (19%) than SG2 (FEP, 21%; HC, 23%). Clinical multivariate signatures separated the SG1 and SG2 subgroups (balanced accuracy = 64%; p < 0.0001), with SG2 showing higher education but also greater positive psychosis symptoms at first presentation, and an association with symptom remission at 1-year, 5-year, and when timepoints were combined. Neuromorphological subtypes of schizophrenia are already evident at illness onset, separated by distinct clinical presentations, and differentially associated with subsequent remission. These results suggest that the subgroups may be underlying risk phenotypes that could be targeted in future t
Published: 2023

4. Brain charts for the human lifespan

Author: British Academy, Autism Research Trust, National Institute of Mental Health (US), UK Research and Innovation, Medical Research Council (UK), National Institute for Health and Care Research (US), Wellcome Trust, University of Cambridge, Cambridge Biomedical Research Centre, Bethlehem, Richard A. I., Seidlitz, J., White, S. R., Vogel, Jacob W., Anderson, K. M., Adamson, C., Adler, S., Alexopoulos, G. S., Anagnostou, E., Areces-González, A., Astle, D. E., Auyeung, Bonnie, Ayub, Muhammad, Bae, J., Ball, G, Baron-Cohen, Simon, Beare, R., Bedford, S. A., Benegal, V., Beyer, Frauke, Blangero, John, Blesa Cábez, M., Boardman, J. P., Borzage, M., Bosch-Bayard, J. F., Bourke, N., Calhoun, V. D., Chakravarty, M. M., Chen, C., Chertavian, C., Chetelat, G., Chong, Y. S., Cole, J. H., Corvin, Aiden, Costantino, M., Courchesne, E., Crivello, Fabrice, Cropley, V. L., Crosbie, J., Crossley, N., Delarue, M., Delorme, R., Desrivieres, Sylvane, Devenyi, G. A., Di Biase, M. A., Dolan, R., Donald, K. A., Donohoe, Gary, Dunlop, K., Edwards, A. D., Elison, J. T., Ellis, C. T., Elman, J. A., Eyler, L., Fair, D. A., Feczko, E., Fletcher, P. C., Fonagy, P., Franz, C. E., Galán-García, L., Gholipour, A., Giedd, J., Gilmore, J. H., Glahn, David C., Goodyer, I. M., Grant, P. E., Groenewold, Nynke A., Gunning, F. M., Gur, Rachel E., Gur, Ruben C., Hammill, C. F., Hansson, Oskar, Hedden, T., Heinz, Andreas, Henson, R. N., Heuer, K., Hoare, J., Holla, B., Holmes, Avram J., Holt, Rosemary, Huang, Hailiang, Im, K., Ipser, J., Jack, C. R., Jackowski, A. P., Jia, T., Johnson, K. A., Jones, P. B., Jones, David T. W., Kahn, René S., Karlsson, H., Karlsson, L., Kawashima, R., Kelley, E. A., Kern, Silke, Kim, K. W., Kitzbichler, M. G., Kremen, W. S., Lalonde, F., Landeau, B., Lee, S., Lerch, J., Lewis, J. D., Li, J., Liao, W., Liston, C., Lombardo, Michael, V., Lv, J., Lynch, Christopher D., Mallard, T. T., Marcelis, Machteld, Markello, R. D., Mathias, Samuel R., Mazoyer, Bernard, McGuire, Philip, Meaney, M. J., Mechelli, Andrea, Medic, N., Misic, B., Morgan, S. E., Mothersill, David O., Nigg, J., Ong, M. Q. W., Ortinau, C., Ossenkoppele, Rik, Ouyang, M., Palaniyappan, L., Paly, L., Pan, P. M., Pantelis, Christos, Park, M. M., Paus, Tomas, Pausova, Zdenka, Paz-Linares, D., Pichler, Alexander, Pierce, K., Qian, X., Qiu, Jing, Qiu, A., Raznahan, A., Rittman, T., Rodrigue, A., Rollins, C. K., Romero García, Rafael, Ronan, L., Rosenberg, M. D., Rowitch, D. H., Salum, G. A., Satterthwaite, Theodore D., Schaare, H. L., Schachar, R. J., Schultz, A. P., Schumann, Gunter, Schöll, Michael, Sharp, D., Shinohara, R. T., Skoog, Ingmar, Smyser, C. D., Sperling, R. A., Stein, Dan J., Stolicyn, A., Suckling, John, Sullivan, G., Taki, Y., Thyreau, B., Toro, Raquel del, Traut, N., Tsvetanov, K. A., Turk-Browne, N. B., Tuulari, J. J., Tzourio, C., Vachon-Presseau, É., Valdes-Sosa, M. J., Valdes-Sosa, P. A., Valk, Sofie L., van Amelsvoort, Therese, Vandekar, S. N., Vasung, L., Victoria, L. W., Villeneuve, S., Villringer, Arno, Vértes, P. E., Wagstyl, K., Wang, Y. S., Warfield, S. K., Warrier, V., Westman, Eric, Westwater, M. L., Whalley, Heather, Witte, A. Veronica, Yang, N., Yeo, B., Yun, H., Zalesky, A., Zar, H. J., Zettergren, Anna, Zhou, J. H., Ziauddeen, H., Zugman, A., Zuo, X. N., Bullmore, E. T., Alexander-Bloch, A. F., British Academy, Autism Research Trust, National Institute of Mental Health (US), UK Research and Innovation, Medical Research Council (UK), National Institute for Health and Care Research (US), Wellcome Trust, University of Cambridge, Cambridge Biomedical Research Centre, Bethlehem, Richard A. I., Seidlitz, J., White, S. R., Vogel, Jacob W., Anderson, K. M., Adamson, C., Adler, S., Alexopoulos, G. S., Anagnostou, E., Areces-González, A., Astle, D. E., Auyeung, Bonnie, Ayub, Muhammad, Bae, J., Ball, G, Baron-Cohen, Simon, Beare, R., Bedford, S. A., Benegal, V., Beyer, Frauke, Blangero, John, Blesa Cábez, M., Boardman, J. P., Borzage, M., Bosch-Bayard, J. F., Bourke, N., Calhoun, V. D., Chakravarty, M. M., Chen, C., Chertavian, C., Chetelat, G., Chong, Y. S., Cole, J. H., Corvin, Aiden, Costantino, M., Courchesne, E., Crivello, Fabrice, Cropley, V. L., Crosbie, J., Crossley, N., Delarue, M., Delorme, R., Desrivieres, Sylvane, Devenyi, G. A., Di Biase, M. A., Dolan, R., Donald, K. A., Donohoe, Gary, Dunlop, K., Edwards, A. D., Elison, J. T., Ellis, C. T., Elman, J. A., Eyler, L., Fair, D. A., Feczko, E., Fletcher, P. C., Fonagy, P., Franz, C. E., Galán-García, L., Gholipour, A., Giedd, J., Gilmore, J. H., Glahn, David C., Goodyer, I. M., Grant, P. E., Groenewold, Nynke A., Gunning, F. M., Gur, Rachel E., Gur, Ruben C., Hammill, C. F., Hansson, Oskar, Hedden, T., Heinz, Andreas, Henson, R. N., Heuer, K., Hoare, J., Holla, B., Holmes, Avram J., Holt, Rosemary, Huang, Hailiang, Im, K., Ipser, J., Jack, C. R., Jackowski, A. P., Jia, T., Johnson, K. A., Jones, P. B., Jones, David T. W., Kahn, René S., Karlsson, H., Karlsson, L., Kawashima, R., Kelley, E. A., Kern, Silke, Kim, K. W., Kitzbichler, M. G., Kremen, W. S., Lalonde, F., Landeau, B., Lee, S., Lerch, J., Lewis, J. D., Li, J., Liao, W., Liston, C., Lombardo, Michael, V., Lv, J., Lynch, Christopher D., Mallard, T. T., Marcelis, Machteld, Markello, R. D., Mathias, Samuel R., Mazoyer, Bernard, McGuire, Philip, Meaney, M. J., Mechelli, Andrea, Medic, N., Misic, B., Morgan, S. E., Mothersill, David O., Nigg, J., Ong, M. Q. W., Ortinau, C., Ossenkoppele, Rik, Ouyang, M., Palaniyappan, L., Paly, L., Pan, P. M., Pantelis, Christos, Park, M. M., Paus, Tomas, Pausova, Zdenka, Paz-Linares, D., Pichler, Alexander, Pierce, K., Qian, X., Qiu, Jing, Qiu, A., Raznahan, A., Rittman, T., Rodrigue, A., Rollins, C. K., Romero García, Rafael, Ronan, L., Rosenberg, M. D., Rowitch, D. H., Salum, G. A., Satterthwaite, Theodore D., Schaare, H. L., Schachar, R. J., Schultz, A. P., Schumann, Gunter, Schöll, Michael, Sharp, D., Shinohara, R. T., Skoog, Ingmar, Smyser, C. D., Sperling, R. A., Stein, Dan J., Stolicyn, A., Suckling, John, Sullivan, G., Taki, Y., Thyreau, B., Toro, Raquel del, Traut, N., Tsvetanov, K. A., Turk-Browne, N. B., Tuulari, J. J., Tzourio, C., Vachon-Presseau, É., Valdes-Sosa, M. J., Valdes-Sosa, P. A., Valk, Sofie L., van Amelsvoort, Therese, Vandekar, S. N., Vasung, L., Victoria, L. W., Villeneuve, S., Villringer, Arno, Vértes, P. E., Wagstyl, K., Wang, Y. S., Warfield, S. K., Warrier, V., Westman, Eric, Westwater, M. L., Whalley, Heather, Witte, A. Veronica, Yang, N., Yeo, B., Yun, H., Zalesky, A., Zar, H. J., Zettergren, Anna, Zhou, J. H., Ziauddeen, H., Zugman, A., Zuo, X. N., Bullmore, E. T., and Alexander-Bloch, A. F.
Abstract: Over the past few decades, neuroimaging has become a ubiquitous tool in basic research and clinical studies of the human brain. However, no reference standards currently exist to quantify individual differences in neuroimaging metrics over time, in contrast to growth charts for anthropometric traits such as height and weight1. Here we assemble an interactive open resource to benchmark brain morphology derived from any current or future sample of MRI data ( http://www.brainchart.io/ ). With the goal of basing these reference charts on the largest and most inclusive dataset available, acknowledging limitations due to known biases of MRI studies relative to the diversity of the global population, we aggregated 123,984 MRI scans, across more than 100 primary studies, from 101,457 human participants between 115 days post-conception to 100 years of age. MRI metrics were quantified by centile scores, relative to non-linear trajectories2 of brain structural changes, and rates of change, over the lifespan. Brain charts identified previously unreported neurodevelopmental milestones3, showed high stability of individuals across longitudinal assessments, and demonstrated robustness to technical and methodological differences between primary studies. Centile scores showed increased heritability compared with non-centiled MRI phenotypes, and provided a standardized measure of atypical brain structure that revealed patterns of neuroanatomical variation across neurological and psychiatric disorders. In summary, brain charts are an essential step towards robust quantification of individual variation benchmarked to normative trajectories in multiple, commonly used neuroimaging phenotypes.
Published: 2022

5. Mapping genomic loci implicates genes and synaptic biology in schizophrenia

Author: Medical Research Council (UK), National Natural Science Foundation of China, Royal Society (UK), Chinese Academy of Sciences, Shanghai Science and Technology Committee, Research Council of Norway, European Commission, Fundação de Amparo à Pesquisa do Estado de São Paulo, Ministerio de Ciencia e Innovación (España), Instituto de Salud Carlos III, Comunidad de Madrid, Fundación Alicia Koplowitz, Fundación Alonso Lozano, Mental Health Research UK, Wellcome Trust, Brain and Behavior Research Foundation, NIHR Biomedical Research Centre (UK), University College London, Generalitat Valenciana, Trubetskoy, Vassily, Pardiñas, Antonio F., Qi, Ting, Panagiotaropoulou, Georgia, Awasthi, Swapnil, Bigdeli, Tim B., Bryois, Julien, Chen, Chia-Yen, Dennison, Charlotte A., Hall, Lynsey S., Lam, Max, Curtis, Charles, Nikitina-Zake, Liene, Davidson, Michael, Joa, Inge, Davis, Kenneth L., Yolken, Robert, Murray, Robin M., de Haan, Lieuwe, Legge, Sophie E., Serretti, Alessandro, van Os, Jim, Smoller, Jordan W., Agartz, Ingrid, Alizadeh, Behrooz Z., Degenhardt, Franziska, DeLisi, Lynn E., Demontis, Ditte, Dickerson, Faith, Zai, Clement C., Dikeos, Dimitris, Dinan, Timothy, Henskens, Frans A., Vaaler, Arne, Noto, Cristiano, Nimgaonkar, Vishwajit, Rautanen, Anna, Lehrer, Douglas S., Djurovic, Srdjan, Duan, Jubao, Julià, Antonio, Stahl, Eli A., Zhou, Wei, Vawter, Marquis P., Toncheva, Draga, Webb, Bradley T., Ducci, Giuseppe, Dudbridge, Frank, Eriksson, Johan G., Fañanas Saura, Lourdes, Goldstein, Jacqueline I., Faraone, Stephen V., Lencer, Rebecca, Moreno, Carmen, Bacanu, Silviu A., Fiorentino, Alessia, Calkins, Monica E., Mitjans, Marina, Forstner, Andreas, Nuechterlein, Keith H., Frank, Josef, Tsuang, Debby W., Freimer, Nelson B., Tooney, Paul A., Belangero, Sintia Iole, Weinberger, Daniel R., Fromer, Menachem, Ge,Tian, Adolfsson, Rolf, Hakonarson, Hakon, Zhu, Feng, Frustaci, Alessandra, Nöthen, Markus M., Gadelha, Ary, Genovese, Giulio, Gershon, Elliot S., Quattrone, Diego, Kähler, Anna K., Kam-Thong, Tony, van Amelsvoort, Therese, Vilella, Elisabet, Molden, Espen, O'Brien, Niamh Louise, Zimprich, Fritz, Kamatani, Yoichiro, Braun, Alice, Melegh, Bela, Pirinen, Matti, Karachanak-Yankova, Sena, Ophoff, Roel A., Kebir, Oussama, Lerer, Bernard, Nordentoft, Merete, Fanous, Ayman H., Reichenberg, Abraham, Li, Miaoxin, Periyasamy, Sathish, Lieberman, Jeffrey, Werge, Thomas, Light, Gregory A., Limborska, Svetlana, Tosato, Sarah, Liu, Chih-Min, Olincy, Ann, Magnusson, Sigurdur, Gareeva, Anna, Bressan, Rodrigo Affonseca, Lönnqvist, Jouko, Roe, Cheryl, Cheng, Wei, Athanasiu, Lavinia, Gutiérrez, Blanca, Harvey, Carol, Loughland, Carmel M., Lubinski, Jan, Luykx, Jurjen J., Lynham, Amy, Gawlik, Micha, Macek, Milan, Mackinnon, Andrew, Buxbaum, Joseph D., Tura, Gian Battista, Bromet, Evelyn J., Atbaşoğlu, Eşref Cem, Roffman, Joshua L., Magnusson, Patrik K. E., Maher, Brion S., Ota, Vanessa Kiyomi, Paciga, Sara A., Gejman, Pablo V., Arango, Celso, Forti, Marta Di, Maier, Wolfgang, Richards, Alexander L., Malaspina, Dolores, Mallet, Jacques, Metspalu, Andres, Marder, Stephen R., Li, Zhiqiang, Takahashi, Atsushi, Marsal, Sara, Kučinskiene, Zita Ausrele, Suvisaari, Jaana, Martin, Alicia R., Turetsky, Bruce I., Martorell, Lourdes, Palotie, Aarno, Mattheisen, Manuel, Baune, Bernhard T., Saka, Meram C., McCarley, Robert W., Giusti-Rodríguez, Paola, Riley, Brien P., Murphy, Kieran C., Gill, Michael, McDonald, Colm, Bruggeman, Richard, McGrath, John J., Sidorenko, Julia, Medeiros, Helena, Pantelis, Christos, Grove, Jakob, Campion, Dominique, Pato, Carlos N., Svrakic, Dragan M., Üçok, Alp, Glatt, Stephen J., Papadimitriou, George N., Khrunin, Andrey, Straub, Richard E., Parellada, Mara, Buckley, Peter F., Paunio, Tiina, Roth, Julian, Morgan, Vera A., Wildenauer, Dieter B., Ayub, Muhammad, Rothermundt, Matthias, Weiser, Mark, Rutten, Bart P. F., Saker-Delye, Safaa, Salomaa, Veikko, Børglum, Anders D., Sanjuán, Julio, van Winkel, Ruud, González Peñas, Javier, Yu, Xin, Kim, Sung-Wan, Santoro, Marcos Leite, Benner, Christian, Ikeda, Masashi, Morley, Christopher P., Zeng, Jian, Savitz, Adam, Schall, Ulrich, Scott, Rodney J., Voloudakis, Georgios, Yue, Weihua, Seidman, Larry J., Sharp, Sally Isabel, Alptekin, Köksal, Klovins, Janis, Amin, Farooq, Bertolino, Alessandro, Shi, Jianxin, Siever, Larry J., Atkinson, Elizabeth G., Buckner, Randy L., Holmans, Peter A., Rivera, Margarita, Sigurdsson, Engilbert, González-Pinto, Ana, Sim, Kang, Skarabis, Nora, Stroup, T Scott, Slominsky, Petr, Guillin, Olivier, Wang, Shi-Heng, So, Hon-Cheong, Quested, Digby, Sobell, Janet L., Braff, David, Zhang, Wen, Bybjerg-Grauholm, Jonas, Söderman, Erik, Rujescu, Dan, Chambert, Kimberley D., Stain, Helen J., Melle, Ingrid, Carr, Vaughan J, Pocklington, Andrew J., Steen, Nils Eiel, Harwood, Janet, Steixner-Kumar, Agnes A., Gopal, Srihari, Stögmann, Elisabeth, Veijola, Juha, Watanabe, Kyoko, Sham, Pak C., Cahn, Wiepke, Bramon, Elvira, Roussos, Panos, Waddington, John, Perkins, Diana O., Pato, Michele T., Walter, Henrik, Kondratiev, Nikolay, Waterreus, Anna, Al Eissa, Mariam, Bobes, Julio, Golimbet, Vera, Black, Donald W., Als, Thomas D., Bray, Nicholas J., Breen, Gerome, Buccola, Nancy G., Sanders, Alan R., Byerley, William F., Cervilla, Jorge A., Michie, Patricia T., Pfuhlmann, Bruno, Chen, Wei J., Hong, Kyung Sue, O'Neill, F Anthony, Terao, Chikashi, Green, Michael F., Cloninger, C. Robert, Crespo-Facorro, Benedicto, Donohoe, Gary, Gülöksüz, Sinan, Freedman, Robert, Albus, Margot, Hayward, Caroline, Pietiläinen, Olli, Herms, Stefan, Hultman, Christina M., Galletly, Cherrie, Gandal, Michael J., Hahn, Eric, Konte, Bettina, Castle, David, Gennarelli, Massimo, Milani, Lili, Hougaard, David M., Hwu, Hai-Gwo, Pulver, Ann E., Jablensky, Assen V., Molina, Esther, Qin, Shengying, McCarroll, Steven A., Moran, Jennifer L., Azevedo, Maria Helena, Gur, Rachel E., Kraft, Julia, Mors, Ole, Catts, Stanley V., Lazzeroni, Laura C., Mortensen, Preben B., Streit, Fabian, Kusumawardhani, Agung, Alexander, Madeline, Godard, Stephanie, Müller-Myhsok, Bertram, Milanova, Vihra, Neil, Amanda L., Cichon, Sven, Giannitelli, Marianna, Cheung, Eric F. C., Kubo, Michiaki, Schwab, Sibylle G., Collier, David A., Williams, Nigel M., Morris, Derek W., Corvin, Aiden, Pimm, Jonathan, Curtis, David, Haroutunian, Vahram, Keller, Matthew C., Vassos, Evangelos, Hyman, Steven E., Iwata, Nakao, Jönsson, Erik G., Kahn, René S., Chan, Raymond C. K., Kennedy, James L., Shi, Yongyong, Adams, Mark, Witt, Stephanie H., Khusnutdinova, Elza, Verhage, Matthijs, Xu, Shuhua, Wu, Yang, Kirov, George, Arolt, Volker, Knowles, James A., Moltó, Maria Dolores, Krebs, Marie-Odile, Hartmann, Annette M., Nestadt, Gerald, Wormley, Brandon K., Bass, Nicholas J., Laurent-Levinson, Claudine, Lee, Jimmy, Muntané, Gerard, Porteous, David, Kuzelova-Ptackova, Hana, Lencz, Todd, Subramaniam, Mythily, Levinson, Douglas F., Li, Qingqin S., Liu, Jianjun, Swerdlow, Neal R., Cairns, Murray J., Malhotra, Anil K., Malhotra, Dheeraj, Iyegbe, Conrad, Mondelli, Valeria, Kim, Minsoo, Arrojo, Manuel, Landi, Stefano, McIntosh, Andrew M., Petryshen, Tracey L., Radant, Allen D., Frei, Oleksandr, Mesholam-Gately, Raquelle I., McQuillin, Andrew, Sugar, Catherine A., Menezes, Paulo Rossi, St Clair, David, Meier, Sandra, Powell, John, Chaumette, Boris, Stefansson, Hreinn, Domenici, Enrico, Bonassi, Stefano, Stefánsson, Kári, Wu, Jing Qin, Tsuang, Ming T., Myin-Germeys, Inez, Pellegrino, Renata, Visscher, Peter M., Yang, Jian, Posthuma, Danielle, Andreassen, Ole A., Koopmans, Frank, Kendler, Kenneth S., Chong, Siow Ann, Gur, Ruben C., Ehrenreich, Hannelore, Owen, Michael J., Rietschel, Marcella, Gratten, Jacob, Wray, Naomi R., Hoffmann, Per, Daly, Mark J., Szatkiewicz, Jin P., Huang, Hailiang, Nenadić, Igor, Torretta, Silvia, Escott-Price, Valentina, Neale, Benjamin M., Begemann, Martin, Thibaut, Florence, Agerbo, Esben, Rampino, Antonio, Sullivan, Patrick F., Schulze, Thomas G., Ripke, Stephan, Walters, James T. R., O'Donovan, Michael C., Kučinskas, Vaidutis, Belliveau, Richard A., Bene, Judit, Oh, Sang-Yun, Ta, Thi Minh Tam, Greenwood, Tiffany A., Howrigan, Daniel P., Rapaport, Mark H., Benyamin, Beben, Mowry, Bryan J., Giegling, Ina, Strengman, Eric, Bergen, Sarah E., Silverman, Jeremy M., Blasi, Giuseppe, Cohen, David, Stone, William S., Xu, Zhida, Lee, Phil H., Consoli, Angèle, Kelly, Brian J.., Cordeiro, Quirino, Esko, Tõnu, Costas, Javier, Medical Research Council (UK), National Natural Science Foundation of China, Royal Society (UK), Chinese Academy of Sciences, Shanghai Science and Technology Committee, Research Council of Norway, European Commission, Fundação de Amparo à Pesquisa do Estado de São Paulo, Ministerio de Ciencia e Innovación (España), Instituto de Salud Carlos III, Comunidad de Madrid, Fundación Alicia Koplowitz, Fundación Alonso Lozano, Mental Health Research UK, Wellcome Trust, Brain and Behavior Research Foundation, NIHR Biomedical Research Centre (UK), University College London, Generalitat Valenciana, Trubetskoy, Vassily, Pardiñas, Antonio F., Qi, Ting, Panagiotaropoulou, Georgia, Awasthi, Swapnil, Bigdeli, Tim B., Bryois, Julien, Chen, Chia-Yen, Dennison, Charlotte A., Hall, Lynsey S., Lam, Max, Curtis, Charles, Nikitina-Zake, Liene, Davidson, Michael, Joa, Inge, Davis, Kenneth L., Yolken, Robert, Murray, Robin M., de Haan, Lieuwe, Legge, Sophie E., Serretti, Alessandro, van Os, Jim, Smoller, Jordan W., Agartz, Ingrid, Alizadeh, Behrooz Z., Degenhardt, Franziska, DeLisi, Lynn E., Demontis, Ditte, Dickerson, Faith, Zai, Clement C., Dikeos, Dimitris, Dinan, Timothy, Henskens, Frans A., Vaaler, Arne, Noto, Cristiano, Nimgaonkar, Vishwajit, Rautanen, Anna, Lehrer, Douglas S., Djurovic, Srdjan, Duan, Jubao, Julià, Antonio, Stahl, Eli A., Zhou, Wei, Vawter, Marquis P., Toncheva, Draga, Webb, Bradley T., Ducci, Giuseppe, Dudbridge, Frank, Eriksson, Johan G., Fañanas Saura, Lourdes, Goldstein, Jacqueline I., Faraone, Stephen V., Lencer, Rebecca, Moreno, Carmen, Bacanu, Silviu A., Fiorentino, Alessia, Calkins, Monica E., Mitjans, Marina, Forstner, Andreas, Nuechterlein, Keith H., Frank, Josef, Tsuang, Debby W., Freimer, Nelson B., Tooney, Paul A., Belangero, Sintia Iole, Weinberger, Daniel R., Fromer, Menachem, Ge,Tian, Adolfsson, Rolf, Hakonarson, Hakon, Zhu, Feng, Frustaci, Alessandra, Nöthen, Markus M., Gadelha, Ary, Genovese, Giulio, Gershon, Elliot S., Quattrone, Diego, Kähler, Anna K., Kam-Thong, Tony, van Amelsvoort, Therese, Vilella, Elisabet, Molden, Espen, O'Brien, Niamh Louise, Zimprich, Fritz, Kamatani, Yoichiro, Braun, Alice, Melegh, Bela, Pirinen, Matti, Karachanak-Yankova, Sena, Ophoff, Roel A., Kebir, Oussama, Lerer, Bernard, Nordentoft, Merete, Fanous, Ayman H., Reichenberg, Abraham, Li, Miaoxin, Periyasamy, Sathish, Lieberman, Jeffrey, Werge, Thomas, Light, Gregory A., Limborska, Svetlana, Tosato, Sarah, Liu, Chih-Min, Olincy, Ann, Magnusson, Sigurdur, Gareeva, Anna, Bressan, Rodrigo Affonseca, Lönnqvist, Jouko, Roe, Cheryl, Cheng, Wei, Athanasiu, Lavinia, Gutiérrez, Blanca, Harvey, Carol, Loughland, Carmel M., Lubinski, Jan, Luykx, Jurjen J., Lynham, Amy, Gawlik, Micha, Macek, Milan, Mackinnon, Andrew, Buxbaum, Joseph D., Tura, Gian Battista, Bromet, Evelyn J., Atbaşoğlu, Eşref Cem, Roffman, Joshua L., Magnusson, Patrik K. E., Maher, Brion S., Ota, Vanessa Kiyomi, Paciga, Sara A., Gejman, Pablo V., Arango, Celso, Forti, Marta Di, Maier, Wolfgang, Richards, Alexander L., Malaspina, Dolores, Mallet, Jacques, Metspalu, Andres, Marder, Stephen R., Li, Zhiqiang, Takahashi, Atsushi, Marsal, Sara, Kučinskiene, Zita Ausrele, Suvisaari, Jaana, Martin, Alicia R., Turetsky, Bruce I., Martorell, Lourdes, Palotie, Aarno, Mattheisen, Manuel, Baune, Bernhard T., Saka, Meram C., McCarley, Robert W., Giusti-Rodríguez, Paola, Riley, Brien P., Murphy, Kieran C., Gill, Michael, McDonald, Colm, Bruggeman, Richard, McGrath, John J., Sidorenko, Julia, Medeiros, Helena, Pantelis, Christos, Grove, Jakob, Campion, Dominique, Pato, Carlos N., Svrakic, Dragan M., Üçok, Alp, Glatt, Stephen J., Papadimitriou, George N., Khrunin, Andrey, Straub, Richard E., Parellada, Mara, Buckley, Peter F., Paunio, Tiina, Roth, Julian, Morgan, Vera A., Wildenauer, Dieter B., Ayub, Muhammad, Rothermundt, Matthias, Weiser, Mark, Rutten, Bart P. F., Saker-Delye, Safaa, Salomaa, Veikko, Børglum, Anders D., Sanjuán, Julio, van Winkel, Ruud, González Peñas, Javier, Yu, Xin, Kim, Sung-Wan, Santoro, Marcos Leite, Benner, Christian, Ikeda, Masashi, Morley, Christopher P., Zeng, Jian, Savitz, Adam, Schall, Ulrich, Scott, Rodney J., Voloudakis, Georgios, Yue, Weihua, Seidman, Larry J., Sharp, Sally Isabel, Alptekin, Köksal, Klovins, Janis, Amin, Farooq, Bertolino, Alessandro, Shi, Jianxin, Siever, Larry J., Atkinson, Elizabeth G., Buckner, Randy L., Holmans, Peter A., Rivera, Margarita, Sigurdsson, Engilbert, González-Pinto, Ana, Sim, Kang, Skarabis, Nora, Stroup, T Scott, Slominsky, Petr, Guillin, Olivier, Wang, Shi-Heng, So, Hon-Cheong, Quested, Digby, Sobell, Janet L., Braff, David, Zhang, Wen, Bybjerg-Grauholm, Jonas, Söderman, Erik, Rujescu, Dan, Chambert, Kimberley D., Stain, Helen J., Melle, Ingrid, Carr, Vaughan J, Pocklington, Andrew J., Steen, Nils Eiel, Harwood, Janet, Steixner-Kumar, Agnes A., Gopal, Srihari, Stögmann, Elisabeth, Veijola, Juha, Watanabe, Kyoko, Sham, Pak C., Cahn, Wiepke, Bramon, Elvira, Roussos, Panos, Waddington, John, Perkins, Diana O., Pato, Michele T., Walter, Henrik, Kondratiev, Nikolay, Waterreus, Anna, Al Eissa, Mariam, Bobes, Julio, Golimbet, Vera, Black, Donald W., Als, Thomas D., Bray, Nicholas J., Breen, Gerome, Buccola, Nancy G., Sanders, Alan R., Byerley, William F., Cervilla, Jorge A., Michie, Patricia T., Pfuhlmann, Bruno, Chen, Wei J., Hong, Kyung Sue, O'Neill, F Anthony, Terao, Chikashi, Green, Michael F., Cloninger, C. Robert, Crespo-Facorro, Benedicto, Donohoe, Gary, Gülöksüz, Sinan, Freedman, Robert, Albus, Margot, Hayward, Caroline, Pietiläinen, Olli, Herms, Stefan, Hultman, Christina M., Galletly, Cherrie, Gandal, Michael J., Hahn, Eric, Konte, Bettina, Castle, David, Gennarelli, Massimo, Milani, Lili, Hougaard, David M., Hwu, Hai-Gwo, Pulver, Ann E., Jablensky, Assen V., Molina, Esther, Qin, Shengying, McCarroll, Steven A., Moran, Jennifer L., Azevedo, Maria Helena, Gur, Rachel E., Kraft, Julia, Mors, Ole, Catts, Stanley V., Lazzeroni, Laura C., Mortensen, Preben B., Streit, Fabian, Kusumawardhani, Agung, Alexander, Madeline, Godard, Stephanie, Müller-Myhsok, Bertram, Milanova, Vihra, Neil, Amanda L., Cichon, Sven, Giannitelli, Marianna, Cheung, Eric F. C., Kubo, Michiaki, Schwab, Sibylle G., Collier, David A., Williams, Nigel M., Morris, Derek W., Corvin, Aiden, Pimm, Jonathan, Curtis, David, Haroutunian, Vahram, Keller, Matthew C., Vassos, Evangelos, Hyman, Steven E., Iwata, Nakao, Jönsson, Erik G., Kahn, René S., Chan, Raymond C. K., Kennedy, James L., Shi, Yongyong, Adams, Mark, Witt, Stephanie H., Khusnutdinova, Elza, Verhage, Matthijs, Xu, Shuhua, Wu, Yang, Kirov, George, Arolt, Volker, Knowles, James A., Moltó, Maria Dolores, Krebs, Marie-Odile, Hartmann, Annette M., Nestadt, Gerald, Wormley, Brandon K., Bass, Nicholas J., Laurent-Levinson, Claudine, Lee, Jimmy, Muntané, Gerard, Porteous, David, Kuzelova-Ptackova, Hana, Lencz, Todd, Subramaniam, Mythily, Levinson, Douglas F., Li, Qingqin S., Liu, Jianjun, Swerdlow, Neal R., Cairns, Murray J., Malhotra, Anil K., Malhotra, Dheeraj, Iyegbe, Conrad, Mondelli, Valeria, Kim, Minsoo, Arrojo, Manuel, Landi, Stefano, McIntosh, Andrew M., Petryshen, Tracey L., Radant, Allen D., Frei, Oleksandr, Mesholam-Gately, Raquelle I., McQuillin, Andrew, Sugar, Catherine A., Menezes, Paulo Rossi, St Clair, David, Meier, Sandra, Powell, John, Chaumette, Boris, Stefansson, Hreinn, Domenici, Enrico, Bonassi, Stefano, Stefánsson, Kári, Wu, Jing Qin, Tsuang, Ming T., Myin-Germeys, Inez, Pellegrino, Renata, Visscher, Peter M., Yang, Jian, Posthuma, Danielle, Andreassen, Ole A., Koopmans, Frank, Kendler, Kenneth S., Chong, Siow Ann, Gur, Ruben C., Ehrenreich, Hannelore, Owen, Michael J., Rietschel, Marcella, Gratten, Jacob, Wray, Naomi R., Hoffmann, Per, Daly, Mark J., Szatkiewicz, Jin P., Huang, Hailiang, Nenadić, Igor, Torretta, Silvia, Escott-Price, Valentina, Neale, Benjamin M., Begemann, Martin, Thibaut, Florence, Agerbo, Esben, Rampino, Antonio, Sullivan, Patrick F., Schulze, Thomas G., Ripke, Stephan, Walters, James T. R., O'Donovan, Michael C., Kučinskas, Vaidutis, Belliveau, Richard A., Bene, Judit, Oh, Sang-Yun, Ta, Thi Minh Tam, Greenwood, Tiffany A., Howrigan, Daniel P., Rapaport, Mark H., Benyamin, Beben, Mowry, Bryan J., Giegling, Ina, Strengman, Eric, Bergen, Sarah E., Silverman, Jeremy M., Blasi, Giuseppe, Cohen, David, Stone, William S., Xu, Zhida, Lee, Phil H., Consoli, Angèle, Kelly, Brian J.., Cordeiro, Quirino, Esko, Tõnu, and Costas, Javier
Abstract: Schizophrenia has a heritability of 60-80%1, much of which is attributable to common risk alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with schizophrenia and 243,649 control individuals, we report common variant associations at 287 distinct genomic loci. Associations were concentrated in genes that are expressed in excitatory and inhibitory neurons of the central nervous system, but not in other tissues or cell types. Using fine-mapping and functional genomic data, we identify 120 genes (106 protein-coding) that are likely to underpin associations at some of these loci, including 16 genes with credible causal non-synonymous or untranslated region variation. We also implicate fundamental processes related to neuronal function, including synaptic organization, differentiation and transmission. Fine-mapped candidates were enriched for genes associated with rare disruptive coding variants in people with schizophrenia, including the glutamate receptor subunit GRIN2A and transcription factor SP4, and were also enriched for genes implicated by such variants in neurodevelopmental disorders. We identify biological processes relevant to schizophrenia pathophysiology; show convergence of common and rare variant associations in schizophrenia and neurodevelopmental disorders; and provide a resource of prioritized genes and variants to advance mechanistic studies.
Published: 2022

6. Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3-90 years

Author: European Commission, National Institute of Child Health and Human Development (US), QIMR Berghofer Medical Research Institute (Australia), University of Queensland, National Cancer Institute (US), Dutch Research Council, Netherlands Organisation for Health Research and Development, National Institute of Mental Health (US), European Research Council, National Center for Advancing Translational Sciences (US), Medical Research Council (UK), Fundación Marques de Valdecilla, Instituto de Salud Carlos III, Swedish Research Council, South-Eastern Norway Regional Health Authority, Research Council of Norway, Icahn School of Medicine at Mount Sinai, South London and Maudsley NHS Foundation Trust, NHS Foundation Trust, National Institute for Health Research (UK), Frangou, Sophia, Modabbernia, Amirhossein, Williams, Steven C. R., Papachristou, Efstathios, Doucet, Gaelle E., Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N., Albajes-Eizagirre, Antón, Alnæs, Dag, Alpert, Kathryn I., Voineskos, Aristotle, Völzke, Henry, Walter, Henrik, Walton, Esther, Wang, Lei, Wang, Yang, Wassink, Thomas H., Weber, Bernd, Bertolino, Alessandro, Wen, Wei, Kalnin, Andrew, West, John D., Westlye, Lars T., Whalley, Heather, Wierenga, Lara M., Wittfeld, Katharina, Wolf, Daniel H., Worker, Amanda, Wright, Margaret J., Yang, Kun, Bonvino, Aurora, Kanai, Ryota, Yoncheva, Yulyia, Zanetti, Marcus V., Ziegler, Georg C., Karolinska Schizophrenia Project, Thompson, Paul M., Dima, Danai, Boomsma, Dorret I., Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Klein, Marieke, Breier, Alan, Brodaty, Henry, Brouwer, Rachel M., Buitelaar, Jan K., Busatto, Geraldo F., Buckner, Randy L., Calhoun, Vincent, Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Klyushnik, Tatyana P., Castellanos, Francisco X., Cervenka, Simon, Chaim-Avancini, Tiffany M., Ching, Christopher R. K., Chubar, Victoria, Clark, Vincent P., Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Koenders, Laura, Crone, Eveline A., Dale, Anders M., Dannlowski, Udo, Davey, Christopher, Geus, Eco J. C. de, Haan, Lieuwe de, Zubicaray, Greig I. de, den Braber, Anouk, Dickie, Erin W., Di Giorgio, Annabella, Koops, Sanne, Doan, Nhat Trung, Dørum, Erlend S., Ehrlich, Stefan, Erk, Susanne, Espeseth, Thomas, Fatouros-Bergman, Helena, Fisher, Simon E., Fouche, Jean-Paul, Franke, Barbara, Frodl, Thomas, Krämer, Bernd, Fuentes-Claramonte, Paola, Glahn, David C., Gotlib, Ian H., Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E., Kuntsi, Jonna, Gur, Ruben C., Hahn, Tim, Harrison, Ben J., Hartman, Catharine A., Hatton, Sean N., Heinz, Andreas, Heslenfeld, Dirk J., Hibar, Derrek P., Hickie, Ian B., Ho, Beng-Choon, Lagopoulos, Jim, Hoekstra, Pieter J., Hohmann, Sarah, Holmes, Avram J., Hoogman, Martine, Hosten, Norbert, Howells, Fleur M., Hulshoff Pol, Hilleke E., Huyser, Chaim, Jahanshad, Neda, James, Anthony, Lázaro, Luisa, Jernigan, Terry L., Jiang, Jiyang, Jönsson, Erik G., Joska, John A., Kahn, René S., Andersson, Micael, Lebedeva, Irina, Lee, Won Hee, Lesch, Klaus-Peter, Lochner, Christine, Machielsen, Marise W. J., Maingault, Sophie, Martin, Nicholas G., Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Mazoyer, Bernard, Andreasen, Nancy C., McDonald, Colm, McDonald, Brenna C., McIntosh, Andrew M., McMahon, Katie L., McPhilemy, Genevieve, Meinert, Susanne, Menchón, José M., Medland, Sarah E., Meyer-Lindenberg, Andreas, Naaijen, Jilly, Andreassen, Ole A., Najt, Pablo, Nakao, Tomohiro, Nordvik, Jan E., Nyberg, Lars, Oosterlaan, Jaap, Ortiz-Garcia de la Foz, Victor, Paloyelis, Yannis, Pauli, Paul, Pergola, Giulio, Pomarol-Clotet, Edith, Asherson, Philip, Portella, Maria J., Potkin, Steven G., Radua, Joaquim, Reif, Andreas, Rinker, Daniel A., Roffman, Joshua L., Rosa, Pedro G. P., Sacchet, Matthew D., Sachdev, Perminder S., Salvador, Raymond, Banaschewski, Tobias, Sánchez-Juan, Pascual, Sarró, Salvador, Satterthwaite, Theodore D., Saykin, Andrew J., Serpa, Mauricio H., Schmaal, Lianne, Schnell, Knut, Schumann, Gunter, Sim, Kang, Smoller, Jordan W., Bargalló, Núria, Sommer, Iris, Soriano-Mas, Carles, Stein, Dan J., Strike, Lachlan T., Swagerman, Suzanne C., Tamnes, Christian K., Temmingh, Henk S., Thomopoulos, Sophia I., Tomyshev, Alexander S., Baumeister, Sarah, Tordesillas-Gutiérrez, Diana, Trollor, Julian N., Turner, Jessica A., Uhlmann, Anne, van den Heuvel, Odile A., van den Meer, Dennis, van der Wee, Nic J. A., van Haren, Neeltje E. M., van 't Ent, Dennis, van Erp, Theo G. M., Baur-Streubel, Ramona, Veer, Ilya M., Veltman, Dick J., European Commission, National Institute of Child Health and Human Development (US), QIMR Berghofer Medical Research Institute (Australia), University of Queensland, National Cancer Institute (US), Dutch Research Council, Netherlands Organisation for Health Research and Development, National Institute of Mental Health (US), European Research Council, National Center for Advancing Translational Sciences (US), Medical Research Council (UK), Fundación Marques de Valdecilla, Instituto de Salud Carlos III, Swedish Research Council, South-Eastern Norway Regional Health Authority, Research Council of Norway, Icahn School of Medicine at Mount Sinai, South London and Maudsley NHS Foundation Trust, NHS Foundation Trust, National Institute for Health Research (UK), Frangou, Sophia, Modabbernia, Amirhossein, Williams, Steven C. R., Papachristou, Efstathios, Doucet, Gaelle E., Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N., Albajes-Eizagirre, Antón, Alnæs, Dag, Alpert, Kathryn I., Voineskos, Aristotle, Völzke, Henry, Walter, Henrik, Walton, Esther, Wang, Lei, Wang, Yang, Wassink, Thomas H., Weber, Bernd, Bertolino, Alessandro, Wen, Wei, Kalnin, Andrew, West, John D., Westlye, Lars T., Whalley, Heather, Wierenga, Lara M., Wittfeld, Katharina, Wolf, Daniel H., Worker, Amanda, Wright, Margaret J., Yang, Kun, Bonvino, Aurora, Kanai, Ryota, Yoncheva, Yulyia, Zanetti, Marcus V., Ziegler, Georg C., Karolinska Schizophrenia Project, Thompson, Paul M., Dima, Danai, Boomsma, Dorret I., Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Klein, Marieke, Breier, Alan, Brodaty, Henry, Brouwer, Rachel M., Buitelaar, Jan K., Busatto, Geraldo F., Buckner, Randy L., Calhoun, Vincent, Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Klyushnik, Tatyana P., Castellanos, Francisco X., Cervenka, Simon, Chaim-Avancini, Tiffany M., Ching, Christopher R. K., Chubar, Victoria, Clark, Vincent P., Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Koenders, Laura, Crone, Eveline A., Dale, Anders M., Dannlowski, Udo, Davey, Christopher, Geus, Eco J. C. de, Haan, Lieuwe de, Zubicaray, Greig I. de, den Braber, Anouk, Dickie, Erin W., Di Giorgio, Annabella, Koops, Sanne, Doan, Nhat Trung, Dørum, Erlend S., Ehrlich, Stefan, Erk, Susanne, Espeseth, Thomas, Fatouros-Bergman, Helena, Fisher, Simon E., Fouche, Jean-Paul, Franke, Barbara, Frodl, Thomas, Krämer, Bernd, Fuentes-Claramonte, Paola, Glahn, David C., Gotlib, Ian H., Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E., Kuntsi, Jonna, Gur, Ruben C., Hahn, Tim, Harrison, Ben J., Hartman, Catharine A., Hatton, Sean N., Heinz, Andreas, Heslenfeld, Dirk J., Hibar, Derrek P., Hickie, Ian B., Ho, Beng-Choon, Lagopoulos, Jim, Hoekstra, Pieter J., Hohmann, Sarah, Holmes, Avram J., Hoogman, Martine, Hosten, Norbert, Howells, Fleur M., Hulshoff Pol, Hilleke E., Huyser, Chaim, Jahanshad, Neda, James, Anthony, Lázaro, Luisa, Jernigan, Terry L., Jiang, Jiyang, Jönsson, Erik G., Joska, John A., Kahn, René S., Andersson, Micael, Lebedeva, Irina, Lee, Won Hee, Lesch, Klaus-Peter, Lochner, Christine, Machielsen, Marise W. J., Maingault, Sophie, Martin, Nicholas G., Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Mazoyer, Bernard, Andreasen, Nancy C., McDonald, Colm, McDonald, Brenna C., McIntosh, Andrew M., McMahon, Katie L., McPhilemy, Genevieve, Meinert, Susanne, Menchón, José M., Medland, Sarah E., Meyer-Lindenberg, Andreas, Naaijen, Jilly, Andreassen, Ole A., Najt, Pablo, Nakao, Tomohiro, Nordvik, Jan E., Nyberg, Lars, Oosterlaan, Jaap, Ortiz-Garcia de la Foz, Victor, Paloyelis, Yannis, Pauli, Paul, Pergola, Giulio, Pomarol-Clotet, Edith, Asherson, Philip, Portella, Maria J., Potkin, Steven G., Radua, Joaquim, Reif, Andreas, Rinker, Daniel A., Roffman, Joshua L., Rosa, Pedro G. P., Sacchet, Matthew D., Sachdev, Perminder S., Salvador, Raymond, Banaschewski, Tobias, Sánchez-Juan, Pascual, Sarró, Salvador, Satterthwaite, Theodore D., Saykin, Andrew J., Serpa, Mauricio H., Schmaal, Lianne, Schnell, Knut, Schumann, Gunter, Sim, Kang, Smoller, Jordan W., Bargalló, Núria, Sommer, Iris, Soriano-Mas, Carles, Stein, Dan J., Strike, Lachlan T., Swagerman, Suzanne C., Tamnes, Christian K., Temmingh, Henk S., Thomopoulos, Sophia I., Tomyshev, Alexander S., Baumeister, Sarah, Tordesillas-Gutiérrez, Diana, Trollor, Julian N., Turner, Jessica A., Uhlmann, Anne, van den Heuvel, Odile A., van den Meer, Dennis, van der Wee, Nic J. A., van Haren, Neeltje E. M., van 't Ent, Dennis, van Erp, Theo G. M., Baur-Streubel, Ramona, Veer, Ilya M., and Veltman, Dick J.
Abstract: Delineating the association of age and cortical thickness in healthy individuals is critical given the association of cortical thickness with cognition and behavior. Previous research has shown that robust estimates of the association between age and brain morphometry require large-scale studies. In response, we used cross-sectional data from 17,075 individuals aged 3–90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness. We used fractional polynomial (FP) regression to quantify the association between age and cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma method. Interindividual variability was estimated using meta-analysis and one-way analysis of variance. For most regions, their highest cortical thickness value was observed in childhood. Age and cortical thickness showed a negative association; the slope was steeper up to the third decade of life and more gradual thereafter; notable exceptions to this general pattern were entorhinal, temporopolar, and anterior cingulate cortices. Interindividual variability was largest in temporal and frontal regions across the lifespan. Age and its FP combinations explained up to 59% variance in cortical thickness. These results may form the basis of further investigation on normative deviation in cortical thickness and its significance for behavioral and cognitive outcomes.
Published: 2022

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

Author: National Institute of Mental Health (US), Karolinska Institute, Stockholm County Council, South-Eastern Norway Regional Health Authority, German Centre for Cardiovascular Research, Siemens Healthcare, University of Queensland, Eunice Kennedy Shriver National Institute of Child Health and Human Development (US), National Health and Medical Research Council (Australia), National Institute on Drug Abuse (US), Indiana State Department of Health, Parents of children with epilepsy, Epilepsy Therapy Project, Fight Against Childhood Epilepsy and Seizures, Epilepsy Foundation, American Epilepsy Society, Knut and Alice Wallenberg Foundation, European Commission, Dutch Research Council, Netherlands Organization for Scientific Research, Netherlands Brain Foundation, Utrecht University, European Research Council, National Center for Advancing Translational Sciences (US), National Institutes of Health (US), National Center for Research Resources (US), Fundación Marques de Valdecilla, Instituto de Salud Carlos III, Swedish Research Council, Kings College London, South London and Maudsley NHS Foundation Trust, NIHR Biomedical Research Centre (UK), National Institute for Health Research (UK), Dima, Danai, Modabbernia, Amirhossein, Papachristou, Efstathios, Doucet, Gaelle E., Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N., Albajes-Eizagirre, Antón, Alnæs, Dag, Alpert, Kathryn I., Andersson, Micael, Radua, Joaquim, Reif, Andreas, Rinker, Daniel A., Roffman, Joshua L., Rosa, Pedro G. P., Sacchet, Matthew D., Sachdev, Perminder S., Salvador, Raymond, Sánchez-Juan, Pascual, Tordesillas-Gutiérrez, Diana, Ehrlich, Stefan, Bargalló, Núria, Weber, Bernd, Sarró, Salvador, Satterthwaite, Theodore D., Saykin, Andrew J., Serpa, Mauricio H., Schmaal, Lianne, Schnell, Knut, Schumann, Gunter, Sim, Kang, Erk, Susanne, West, John D., Smoller, Jordan W., Sommer, Iris, Wen, Wei, Baumeister, Sarah, Hartman, Catharine A., Trollor, Julian N., Baur-Streubel, Ramona, Turner, Jessica A., Uhlmann, Anne, Espeseth, Thomas, van den Heuvel, Odile A., van den Meer, Dennis, van der Wee, Nic J. A., van Haren, Neeltje E. M., van't Ent, Dennis, van Erp, Theo G. M., Hatton, Sean N., Bonvino, Aurora, Veer, Ilya M., Veltman, Dick J., Fatouros-Bergman, Helena, Bertolino, Alessandro, Voineskos, Aristotle, Kanai, Ryota, Westlye, Lars T., Whalley, Heather, Wierenga, Lara M., Williams, Steven C. R., Heinz, Andreas, Wittfeld, Katharina, Wolf, Daniel H., Fisher, Simon E., Worker, Amanda, Wright, Margaret J., Yang, Kun, Yoncheva, Yulyia, Klein, Marieke, Boomsma, Dorret I., Zanetti, Marcus V., Ziegler, Georg C., Heslenfeld, Dirk J., Thompson, Paul M., Fouche, Jean-Paul, Frangou, Sophia, Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Breier, Alan, Brodaty, Henry, Klyushnik, Tatyana P., Brouwer, Rachel M., Buitelaar, Jan K., Hibar, Derrek P., Franke, Barbara, Busatto, Geraldo F., Buckner, Randy L., Calhoun, Vincent, Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Castellanos, Francisco X., Cervenka, Simon, Koenders, Laura, Chaim-Avancini, Tiffany M., Frodl, Thomas, Hickie, Ian B., Ching, Christopher R. K., Chubar, Victoria, Clark, Vincent P., Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Crone, Eveline A., Dannlowski, Udo, Fuentes-Claramonte, Paola, Koops, Sanne, Ho, Beng-Choon, Dale, Anders M., Davey, Christopher, Geus, Eco J. C. de, de Haan, Lieuwe, Zubicaray, Greig I. de, den Braber, Anouk, Dickie, Erin W., Di Giorgio, Annabella, Hohmann, Sarah, Doan, Nhat Trung, Dørum, Erlend S., Hoekstra, Pieter J., Krämer, Bernd, Soriano-Mas, Carles, Glahn, David C., Kuntsi, Jonna, Gotlib, Ian H., Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E., Stein, Dan J., Lázaro, Luisa, Gur, Ruben C., Hahn, Tim, Lagopoulos, Jim, Harrison, Ben J., Völzke, Henry, Holmes, Avram J., Hoogman, Martine, Hosten, Norbert, Howells, Fleur M., Strike, Lachlan T., Hulshoff Pol, Hilleke E., Huyser, Chaim, Jahanshad, Neda, James, Anthony, Jernigan, Terry L., Jiang, Jiyang, Walter, Henrik, Lebedeva, Irina, Jönsson, Erik G., Joska, John A., Swagerman, Suzanne C., Kahn, René S., Kalnin, Andrew, Andreasen, Nancy C., Lee, Won Hee, Lesch, Klaus-Peter, Lochner, Christine, Machielsen, Marise W. J., Walton, Esther, Maingault, Sophie, Martin, Nicholas G., Tamnes, Christian K., Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Mazoyer, Bernard, McDonald, Colm, Andreassen, Ole A., McDonald, Brenna C., McIntosh, Andrew M., McMahon, Katie L., Wang, Lei, McPhilemy, Genevieve, Temmingh, Henk S., Meinert, Susanne, Menchón, José M., Medland, Sarah E., Meyer-Lindenberg, Andreas, Naaijen, Jilly, Najt, Pablo, Asherson, Philip, Nakao, Tomohiro, Nordvik, Jan E., Wang, Yang, Thomopoulos, Sophia I., Nyberg, Lars, Oosterlaan, Jaap, Ortiz-Garcia de la Foz, Victor, Paloyelis, Yannis, Pauli, Paul, Pergola, Giulio, Pomarol-Clotet, Edith, Portella, Maria J., Banaschewski, Tobias, Potkin, Steven G., Tomyshev, Alexander S., Wassink, Thomas H., National Institute of Mental Health (US), Karolinska Institute, Stockholm County Council, South-Eastern Norway Regional Health Authority, German Centre for Cardiovascular Research, Siemens Healthcare, University of Queensland, Eunice Kennedy Shriver National Institute of Child Health and Human Development (US), National Health and Medical Research Council (Australia), National Institute on Drug Abuse (US), Indiana State Department of Health, Parents of children with epilepsy, Epilepsy Therapy Project, Fight Against Childhood Epilepsy and Seizures, Epilepsy Foundation, American Epilepsy Society, Knut and Alice Wallenberg Foundation, European Commission, Dutch Research Council, Netherlands Organization for Scientific Research, Netherlands Brain Foundation, Utrecht University, European Research Council, National Center for Advancing Translational Sciences (US), National Institutes of Health (US), National Center for Research Resources (US), Fundación Marques de Valdecilla, Instituto de Salud Carlos III, Swedish Research Council, Kings College London, South London and Maudsley NHS Foundation Trust, NIHR Biomedical Research Centre (UK), National Institute for Health Research (UK), Dima, Danai, Modabbernia, Amirhossein, Papachristou, Efstathios, Doucet, Gaelle E., Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N., Albajes-Eizagirre, Antón, Alnæs, Dag, Alpert, Kathryn I., Andersson, Micael, Radua, Joaquim, Reif, Andreas, Rinker, Daniel A., Roffman, Joshua L., Rosa, Pedro G. P., Sacchet, Matthew D., Sachdev, Perminder S., Salvador, Raymond, Sánchez-Juan, Pascual, Tordesillas-Gutiérrez, Diana, Ehrlich, Stefan, Bargalló, Núria, Weber, Bernd, Sarró, Salvador, Satterthwaite, Theodore D., Saykin, Andrew J., Serpa, Mauricio H., Schmaal, Lianne, Schnell, Knut, Schumann, Gunter, Sim, Kang, Erk, Susanne, West, John D., Smoller, Jordan W., Sommer, Iris, Wen, Wei, Baumeister, Sarah, Hartman, Catharine A., Trollor, Julian N., Baur-Streubel, Ramona, Turner, Jessica A., Uhlmann, Anne, Espeseth, Thomas, van den Heuvel, Odile A., van den Meer, Dennis, van der Wee, Nic J. A., van Haren, Neeltje E. M., van't Ent, Dennis, van Erp, Theo G. M., Hatton, Sean N., Bonvino, Aurora, Veer, Ilya M., Veltman, Dick J., Fatouros-Bergman, Helena, Bertolino, Alessandro, Voineskos, Aristotle, Kanai, Ryota, Westlye, Lars T., Whalley, Heather, Wierenga, Lara M., Williams, Steven C. R., Heinz, Andreas, Wittfeld, Katharina, Wolf, Daniel H., Fisher, Simon E., Worker, Amanda, Wright, Margaret J., Yang, Kun, Yoncheva, Yulyia, Klein, Marieke, Boomsma, Dorret I., Zanetti, Marcus V., Ziegler, Georg C., Heslenfeld, Dirk J., Thompson, Paul M., Fouche, Jean-Paul, Frangou, Sophia, Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Breier, Alan, Brodaty, Henry, Klyushnik, Tatyana P., Brouwer, Rachel M., Buitelaar, Jan K., Hibar, Derrek P., Franke, Barbara, Busatto, Geraldo F., Buckner, Randy L., Calhoun, Vincent, Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Castellanos, Francisco X., Cervenka, Simon, Koenders, Laura, Chaim-Avancini, Tiffany M., Frodl, Thomas, Hickie, Ian B., Ching, Christopher R. K., Chubar, Victoria, Clark, Vincent P., Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Crone, Eveline A., Dannlowski, Udo, Fuentes-Claramonte, Paola, Koops, Sanne, Ho, Beng-Choon, Dale, Anders M., Davey, Christopher, Geus, Eco J. C. de, de Haan, Lieuwe, Zubicaray, Greig I. de, den Braber, Anouk, Dickie, Erin W., Di Giorgio, Annabella, Hohmann, Sarah, Doan, Nhat Trung, Dørum, Erlend S., Hoekstra, Pieter J., Krämer, Bernd, Soriano-Mas, Carles, Glahn, David C., Kuntsi, Jonna, Gotlib, Ian H., Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E., Stein, Dan J., Lázaro, Luisa, Gur, Ruben C., Hahn, Tim, Lagopoulos, Jim, Harrison, Ben J., Völzke, Henry, Holmes, Avram J., Hoogman, Martine, Hosten, Norbert, Howells, Fleur M., Strike, Lachlan T., Hulshoff Pol, Hilleke E., Huyser, Chaim, Jahanshad, Neda, James, Anthony, Jernigan, Terry L., Jiang, Jiyang, Walter, Henrik, Lebedeva, Irina, Jönsson, Erik G., Joska, John A., Swagerman, Suzanne C., Kahn, René S., Kalnin, Andrew, Andreasen, Nancy C., Lee, Won Hee, Lesch, Klaus-Peter, Lochner, Christine, Machielsen, Marise W. J., Walton, Esther, Maingault, Sophie, Martin, Nicholas G., Tamnes, Christian K., Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Mazoyer, Bernard, McDonald, Colm, Andreassen, Ole A., McDonald, Brenna C., McIntosh, Andrew M., McMahon, Katie L., Wang, Lei, McPhilemy, Genevieve, Temmingh, Henk S., Meinert, Susanne, Menchón, José M., Medland, Sarah E., Meyer-Lindenberg, Andreas, Naaijen, Jilly, Najt, Pablo, Asherson, Philip, Nakao, Tomohiro, Nordvik, Jan E., Wang, Yang, Thomopoulos, Sophia I., Nyberg, Lars, Oosterlaan, Jaap, Ortiz-Garcia de la Foz, Victor, Paloyelis, Yannis, Pauli, Paul, Pergola, Giulio, Pomarol-Clotet, Edith, Portella, Maria J., Banaschewski, Tobias, Potkin, Steven G., Tomyshev, Alexander S., and Wassink, Thomas H.
Abstract: Age has a major effect on brain volume. However, the normative studies available are constrained by small sample sizes, restricted age coverage and significant methodological variability. These limitations introduce inconsistencies and may obscure or distort the lifespan trajectories of brain morphometry. In response, we capitalized on the resources of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to examine age-related trajectories inferred from cross-sectional measures of the ventricles, the basal ganglia (caudate, putamen, pallidum, and nucleus accumbens), the thalamus, hippocampus and amygdala using magnetic resonance imaging data obtained from 18,605 individuals aged 3–90 years. All subcortical structure volumes were at their maximum value early in life. The volume of the basal ganglia showed a monotonic negative association with age thereafter; there was no significant association between age and the volumes of the thalamus, amygdala and the hippocampus (with some degree of decline in thalamus) until the sixth decade of life after which they also showed a steep negative association with age. The lateral ventricles showed continuous enlargement throughout the lifespan. Age was positively associated with inter-individual variability in the hippocampus and amygdala and the lateral ventricles. These results were robust to potential confounders and could be used to examine the functional significance of deviations from typical age-related morphometric patterns.
Published: 2022

8. Cortical thickness across the lifespan : Data from 17,075 healthy individuals aged 3-90 years

Author: Frangou, Sophia, Modabbernia, Amirhossein, Williams, Steven C. R., Papachristou, Efstathios, Doucet, Gaelle E., Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N., Albajes-Eizagirre, Anton, Alnæs, Dag, Alpert, Kathryn I., Andersson, Micael, Andreasen, Nancy C., Andreassen, Ole A., Asherson, Philip, Banaschewski, Tobias, Bargallo, Nuria, Baumeister, Sarah, Baur-Streubel, Ramona, Bertolino, Alessandro, Bonvino, Aurora, Boomsma, Dorret I., Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Breier, Alan, Brodaty, Henry, Brouwer, Rachel M., Buitelaar, Jan K., Busatto, Geraldo F., Buckner, Randy L., Calhoun, Vincent, Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Castellanos, Francisco X., Cervenka, Simon, Chaim-Avancini, Tiffany M., Ching, Christopher R. K., Chubar, Victoria, Clark, Vincent P., Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Crone, Eveline A., Dale, Anders M., Dannlowski, Udo, Davey, Christopher, de Geus, Eco J. C., de Haan, Lieuwe, de Zubicaray, Greig I., den Braber, Anouk, Dickie, Erin W., Di Giorgio, Annabella, Doan, Nhat Trung, Dørum, Erlend S., Ehrlich, Stefan, Erk, Susanne, Espeseth, Thomas, Fatouros-Bergman, Helena, Fisher, Simon E., Fouche, Jean-Paul, Franke, Barbara, Frodl, Thomas, Fuentes-Claramonte, Paola, Glahn, David C., Gotlib, Ian H., Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E., Gur, Ruben C., Hahn, Tim, Harrison, Ben J., Hartman, Catharine A., Hatton, Sean N., Heinz, Andreas, Heslenfeld, Dirk J., Hibar, Derrek P., Hickie, Ian B., Ho, Beng-Choon, Hoekstra, Pieter J., Hohmann, Sarah, Holmes, Avram J., Hoogman, Martine, Hosten, Norbert, Howells, Fleur M., Hulshoff Pol, Hilleke E., Huyser, Chaim, Jahanshad, Neda, James, Anthony, Jernigan, Terry L., Jiang, Jiyang, Jönsson, Erik G., Joska, John A., Kahn, Rene, Kalnin, Andrew, Kanai, Ryota, Klein, Marieke, Klyushnik, Tatyana P., Koenders, Laura, Koops, Sanne, Krämer, Bernd, Kuntsi, Jonna, Lagopoulos, Jim, Lázaro, Luisa, Lebedeva, Irina, Lee, Won Hee, Lesch, Klaus-Peter, Lochner, Christine, Machielsen, Marise W. J., Maingault, Sophie, Martin, Nicholas G., Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Mazoyer, Bernard, McDonald, Colm, McDonald, Brenna C., McIntosh, Andrew M., McMahon, Katie L., McPhilemy, Genevieve, Meinert, Susanne, Menchón, José M., Medland, Sarah E., Meyer-Lindenberg, Andreas, Naaijen, Jilly, Najt, Pablo, Nakao, Tomohiro, Nordvik, Jan E., Nyberg, Lars, Oosterlaan, Jaap, de la Foz, Víctor Ortiz-García, Paloyelis, Yannis, Pauli, Paul, Pergola, Giulio, Pomarol-Clotet, Edith, Portella, Maria J., Potkin, Steven G., Radua, Joaquim, Reif, Andreas, Rinker, Daniel A., Roffman, Joshua L., Rosa, Pedro G. P., Sacchet, Matthew D., Sachdev, Perminder S., Salvador, Raymond, Sánchez-Juan, Pascual, Sarró, Salvador, Satterthwaite, Theodore D., Saykin, Andrew J., Serpa, Mauricio H., Schmaal, Lianne, Schnell, Knut, Schumann, Gunter, Sim, Kang, Smoller, Jordan W., Sommer, Iris, Soriano-Mas, Carles, Stein, Dan J., Strike, Lachlan T., Swagerman, Suzanne C., Tamnes, Christian K., Temmingh, Henk S., Thomopoulos, Sophia I., Tomyshev, Alexander S., Tordesillas-Gutiérrez, Diana, Trollor, Julian N., Turner, Jessica A., Uhlmann, Anne, van den Heuvel, Odile A., van den Meer, Dennis, van der Wee, Nic J. A., van Haren, Neeltje E. M., van 't Ent, Dennis, van Erp, Theo G. M., Veer, Ilya M., Veltman, Dick J., Voineskos, Aristotle, Völzke, Henry, Walter, Henrik, Walton, Esther, Wang, Lei, Wang, Yang, Wassink, Thomas H., Weber, Bernd, Wen, Wei, West, John D., Westlye, Lars T., Whalley, Heather, Wierenga, Lara M., Wittfeld, Katharina, Wolf, Daniel H., Worker, Amanda, Wright, Margaret J., Yang, Kun, Yoncheva, Yulyia, Zanetti, Marcus V., Ziegler, Georg C., Thompson, Paul M., Dima, Danai, Universitat Autònoma de Barcelona, Frangou, Sophia, Modabbernia, Amirhossein, Williams, Steven C. R., Papachristou, Efstathios, Doucet, Gaelle E., Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N., Albajes-Eizagirre, Anton, Alnæs, Dag, Alpert, Kathryn I., Andersson, Micael, Andreasen, Nancy C., Andreassen, Ole A., Asherson, Philip, Banaschewski, Tobias, Bargallo, Nuria, Baumeister, Sarah, Baur-Streubel, Ramona, Bertolino, Alessandro, Bonvino, Aurora, Boomsma, Dorret I., Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Breier, Alan, Brodaty, Henry, Brouwer, Rachel M., Buitelaar, Jan K., Busatto, Geraldo F., Buckner, Randy L., Calhoun, Vincent, Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Castellanos, Francisco X., Cervenka, Simon, Chaim-Avancini, Tiffany M., Ching, Christopher R. K., Chubar, Victoria, Clark, Vincent P., Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Crone, Eveline A., Dale, Anders M., Dannlowski, Udo, Davey, Christopher, de Geus, Eco J. C., de Haan, Lieuwe, de Zubicaray, Greig I., den Braber, Anouk, Dickie, Erin W., Di Giorgio, Annabella, Doan, Nhat Trung, Dørum, Erlend S., Ehrlich, Stefan, Erk, Susanne, Espeseth, Thomas, Fatouros-Bergman, Helena, Fisher, Simon E., Fouche, Jean-Paul, Franke, Barbara, Frodl, Thomas, Fuentes-Claramonte, Paola, Glahn, David C., Gotlib, Ian H., Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E., Gur, Ruben C., Hahn, Tim, Harrison, Ben J., Hartman, Catharine A., Hatton, Sean N., Heinz, Andreas, Heslenfeld, Dirk J., Hibar, Derrek P., Hickie, Ian B., Ho, Beng-Choon, Hoekstra, Pieter J., Hohmann, Sarah, Holmes, Avram J., Hoogman, Martine, Hosten, Norbert, Howells, Fleur M., Hulshoff Pol, Hilleke E., Huyser, Chaim, Jahanshad, Neda, James, Anthony, Jernigan, Terry L., Jiang, Jiyang, Jönsson, Erik G., Joska, John A., Kahn, Rene, Kalnin, Andrew, Kanai, Ryota, Klein, Marieke, Klyushnik, Tatyana P., Koenders, Laura, Koops, Sanne, Krämer, Bernd, Kuntsi, Jonna, Lagopoulos, Jim, Lázaro, Luisa, Lebedeva, Irina, Lee, Won Hee, Lesch, Klaus-Peter, Lochner, Christine, Machielsen, Marise W. J., Maingault, Sophie, Martin, Nicholas G., Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Mazoyer, Bernard, McDonald, Colm, McDonald, Brenna C., McIntosh, Andrew M., McMahon, Katie L., McPhilemy, Genevieve, Meinert, Susanne, Menchón, José M., Medland, Sarah E., Meyer-Lindenberg, Andreas, Naaijen, Jilly, Najt, Pablo, Nakao, Tomohiro, Nordvik, Jan E., Nyberg, Lars, Oosterlaan, Jaap, de la Foz, Víctor Ortiz-García, Paloyelis, Yannis, Pauli, Paul, Pergola, Giulio, Pomarol-Clotet, Edith, Portella, Maria J., Potkin, Steven G., Radua, Joaquim, Reif, Andreas, Rinker, Daniel A., Roffman, Joshua L., Rosa, Pedro G. P., Sacchet, Matthew D., Sachdev, Perminder S., Salvador, Raymond, Sánchez-Juan, Pascual, Sarró, Salvador, Satterthwaite, Theodore D., Saykin, Andrew J., Serpa, Mauricio H., Schmaal, Lianne, Schnell, Knut, Schumann, Gunter, Sim, Kang, Smoller, Jordan W., Sommer, Iris, Soriano-Mas, Carles, Stein, Dan J., Strike, Lachlan T., Swagerman, Suzanne C., Tamnes, Christian K., Temmingh, Henk S., Thomopoulos, Sophia I., Tomyshev, Alexander S., Tordesillas-Gutiérrez, Diana, Trollor, Julian N., Turner, Jessica A., Uhlmann, Anne, van den Heuvel, Odile A., van den Meer, Dennis, van der Wee, Nic J. A., van Haren, Neeltje E. M., van 't Ent, Dennis, van Erp, Theo G. M., Veer, Ilya M., Veltman, Dick J., Voineskos, Aristotle, Völzke, Henry, Walter, Henrik, Walton, Esther, Wang, Lei, Wang, Yang, Wassink, Thomas H., Weber, Bernd, Wen, Wei, West, John D., Westlye, Lars T., Whalley, Heather, Wierenga, Lara M., Wittfeld, Katharina, Wolf, Daniel H., Worker, Amanda, Wright, Margaret J., Yang, Kun, Yoncheva, Yulyia, Zanetti, Marcus V., Ziegler, Georg C., Thompson, Paul M., Dima, Danai, and Universitat Autònoma de Barcelona
Abstract: Delineating the association of age and cortical thickness in healthy individuals is critical given the association of cortical thickness with cognition and behavior. Previous research has shown that robust estimates of the association between age and brain morphometry require large-scale studies. In response, we used cross-sectional data from 17,075 individuals aged 3-90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness. We used fractional polynomial (FP) regression to quantify the association between age and cortical thickness, and we computed normalized growth centiles using the parametric Lambda, Mu, and Sigma method. Interindividual variability was estimated using meta-analysis and one-way analysis of variance. For most regions, their highest cortical thickness value was observed in childhood. Age and cortical thickness showed a negative association; the slope was steeper up to the third decade of life and more gradual thereafter; notable exceptions to this general pattern were entorhinal, temporopolar, and anterior cingulate cortices. Interindividual variability was largest in temporal and frontal regions across the lifespan. Age and its FP combinations explained up to 59% variance in cortical thickness. These results may form the basis of further investigation on normative deviation in cortical thickness and its significance for behavioral and cognitive outcomes. We used cross-sectional data from 17,075 individuals aged 3-90 years from the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to infer age-related changes in cortical thickness.
Published: 2021

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

Author: Dima, Danai, Modabbernia, Amirhossein, Papachristou, Efstathios, Doucet, Gaelle E., Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N., Albajes-Eizagirre, Anton, Alnæs, Dag, Alpert, Kathryn I., Andersson, Micael, Andreasen, Nancy C., Andreassen, Ole A., Asherson, Philip, Banaschewski, Tobias, Bargallo, Nuria, Baumeister, Sarah, Baur-Streubel, Ramona, Bertolino, Alessandro, Bonvino, Aurora, Boomsma, Dorret I., Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Breier, Alan, Brodaty, Henry, Brouwer, Rachel M., Buitelaar, Jan K., Busatto, Geraldo F., Buckner, Randy L., Calhoun, Vincent, Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Castellanos, Francisco X., Cervenka, Simon, Chaim-Avancini, Tiffany M., Ching, Christopher R. K., Chubar, Victoria, Clark, Vincent P., Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Crone, Eveline A., Dannlowski, Udo, Dale, Anders M., Davey, Christopher, de Geus, Eco J. C., de Haan, Lieuwe, de Zubicaray, Greig I., den Braber, Anouk, Dickie, Erin W., Di Giorgio, Annabella, Doan, Nhat Trung, Dørum, Erlend S., Ehrlich, Stefan, Erk, Susanne, Espeseth, Thomas, Fatouros-Bergman, Helena, Fisher, Simon E., Fouche, Jean-Paul, Franke, Barbara, Frodl, Thomas, Fuentes-Claramonte, Paola, Glahn, David C., Gotlib, Ian H., Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E., Gur, Ruben C., Hahn, Tim, Harrison, Ben J., Hartman, Catharine A., Hatton, Sean N., Heinz, Andreas, Heslenfeld, Dirk J., Hibar, Derrek P., Hickie, Ian B., Ho, Beng-Choon, Hoekstra, Pieter J., Hohmann, Sarah, Holmes, Avram J., Hoogman, Martine, Hosten, Norbert, Howells, Fleur M., Hulshoff Pol, Hilleke E., Huyser, Chaim, Jahanshad, Neda, James, Anthony, Jernigan, Terry L., Jiang, Jiyang, Jönsson, Erik G., Joska, John A., Kahn, Rene, Kalnin, Andrew, Kanai, Ryota, Klein, Marieke, Klyushnik, Tatyana P., Koenders, Laura, Koops, Sanne, Krämer, Bernd, Kuntsi, Jonna, Lagopoulos, Jim, Lázaro, Luisa, Lebedeva, Irina, Lee, Won Hee, Lesch, Klaus-Peter, Lochner, Christine, Machielsen, Marise W. J., Maingault, Sophie, Martin, Nicholas G., Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Mazoyer, Bernard, McDonald, Colm, McDonald, Brenna C., McIntosh, Andrew M., McMahon, Katie L., McPhilemy, Genevieve, Meinert, Susanne, Menchón, José M., Medland, Sarah E., Meyer-Lindenberg, Andreas, Naaijen, Jilly, Najt, Pablo, Nakao, Tomohiro, Nordvik, Jan E., Nyberg, Lars, Oosterlaan, Jaap, de la Foz, Víctor Ortiz-García, Paloyelis, Yannis, Pauli, Paul, Pergola, Giulio, Pomarol-Clotet, Edith, Portella, Maria J., Potkin, Steven G., Radua, Joaquim, Reif, Andreas, Rinker, Daniel A., Roffman, Joshua L., Rosa, Pedro G. P., Sacchet, Matthew D., Sachdev, Perminder S., Salvador, Raymond, Sánchez-Juan, Pascual, Sarró, Salvador, Satterthwaite, Theodore D., Saykin, Andrew J., Serpa, Mauricio H., Schmaal, Lianne, Schnell, Knut, Schumann, Gunter, Sim, Kang, Smoller, Jordan W., Sommer, Iris, Soriano-Mas, Carles, Stein, Dan J., Strike, Lachlan T., Swagerman, Suzanne C., Tamnes, Christian K., Temmingh, Henk S., Thomopoulos, Sophia I., Tomyshev, Alexander S., Tordesillas-Gutiérrez, Diana, Trollor, Julian N., Turner, Jessica A., Uhlmann, Anne, van den Heuvel, Odile A., van den Meer, Dennis, van der Wee, Nic J. A., van Haren, Neeltje E. M., van't Ent, Dennis, van Erp, Theo G. M., Veer, Ilya M., Veltman, Dick J., Voineskos, Aristotle, Völzke, Henry, Walter, Henrik, Walton, Esther, Wang, Lei, Wang, Yang, Wassink, Thomas H., Weber, Bernd, Wen, Wei, West, John D., Westlye, Lars T., Whalley, Heather, Wierenga, Lara M., Williams, Steven C. R., Wittfeld, Katharina, Wolf, Daniel H., Worker, Amanda, Wright, Margaret J., Yang, Kun, Yoncheva, Yulyia, Zanetti, Marcus V., Ziegler, Georg C., Thompson, Paul M., Frangou, Sophia, Universitat Autònoma de Barcelona, Dima, Danai, Modabbernia, Amirhossein, Papachristou, Efstathios, Doucet, Gaelle E., Agartz, Ingrid, Aghajani, Moji, Akudjedu, Theophilus N., Albajes-Eizagirre, Anton, Alnæs, Dag, Alpert, Kathryn I., Andersson, Micael, Andreasen, Nancy C., Andreassen, Ole A., Asherson, Philip, Banaschewski, Tobias, Bargallo, Nuria, Baumeister, Sarah, Baur-Streubel, Ramona, Bertolino, Alessandro, Bonvino, Aurora, Boomsma, Dorret I., Borgwardt, Stefan, Bourque, Josiane, Brandeis, Daniel, Breier, Alan, Brodaty, Henry, Brouwer, Rachel M., Buitelaar, Jan K., Busatto, Geraldo F., Buckner, Randy L., Calhoun, Vincent, Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Castellanos, Francisco X., Cervenka, Simon, Chaim-Avancini, Tiffany M., Ching, Christopher R. K., Chubar, Victoria, Clark, Vincent P., Conrod, Patricia, Conzelmann, Annette, Crespo-Facorro, Benedicto, Crivello, Fabrice, Crone, Eveline A., Dannlowski, Udo, Dale, Anders M., Davey, Christopher, de Geus, Eco J. C., de Haan, Lieuwe, de Zubicaray, Greig I., den Braber, Anouk, Dickie, Erin W., Di Giorgio, Annabella, Doan, Nhat Trung, Dørum, Erlend S., Ehrlich, Stefan, Erk, Susanne, Espeseth, Thomas, Fatouros-Bergman, Helena, Fisher, Simon E., Fouche, Jean-Paul, Franke, Barbara, Frodl, Thomas, Fuentes-Claramonte, Paola, Glahn, David C., Gotlib, Ian H., Grabe, Hans-Jörgen, Grimm, Oliver, Groenewold, Nynke A., Grotegerd, Dominik, Gruber, Oliver, Gruner, Patricia, Gur, Rachel E., Gur, Ruben C., Hahn, Tim, Harrison, Ben J., Hartman, Catharine A., Hatton, Sean N., Heinz, Andreas, Heslenfeld, Dirk J., Hibar, Derrek P., Hickie, Ian B., Ho, Beng-Choon, Hoekstra, Pieter J., Hohmann, Sarah, Holmes, Avram J., Hoogman, Martine, Hosten, Norbert, Howells, Fleur M., Hulshoff Pol, Hilleke E., Huyser, Chaim, Jahanshad, Neda, James, Anthony, Jernigan, Terry L., Jiang, Jiyang, Jönsson, Erik G., Joska, John A., Kahn, Rene, Kalnin, Andrew, Kanai, Ryota, Klein, Marieke, Klyushnik, Tatyana P., Koenders, Laura, Koops, Sanne, Krämer, Bernd, Kuntsi, Jonna, Lagopoulos, Jim, Lázaro, Luisa, Lebedeva, Irina, Lee, Won Hee, Lesch, Klaus-Peter, Lochner, Christine, Machielsen, Marise W. J., Maingault, Sophie, Martin, Nicholas G., Martínez-Zalacaín, Ignacio, Mataix-Cols, David, Mazoyer, Bernard, McDonald, Colm, McDonald, Brenna C., McIntosh, Andrew M., McMahon, Katie L., McPhilemy, Genevieve, Meinert, Susanne, Menchón, José M., Medland, Sarah E., Meyer-Lindenberg, Andreas, Naaijen, Jilly, Najt, Pablo, Nakao, Tomohiro, Nordvik, Jan E., Nyberg, Lars, Oosterlaan, Jaap, de la Foz, Víctor Ortiz-García, Paloyelis, Yannis, Pauli, Paul, Pergola, Giulio, Pomarol-Clotet, Edith, Portella, Maria J., Potkin, Steven G., Radua, Joaquim, Reif, Andreas, Rinker, Daniel A., Roffman, Joshua L., Rosa, Pedro G. P., Sacchet, Matthew D., Sachdev, Perminder S., Salvador, Raymond, Sánchez-Juan, Pascual, Sarró, Salvador, Satterthwaite, Theodore D., Saykin, Andrew J., Serpa, Mauricio H., Schmaal, Lianne, Schnell, Knut, Schumann, Gunter, Sim, Kang, Smoller, Jordan W., Sommer, Iris, Soriano-Mas, Carles, Stein, Dan J., Strike, Lachlan T., Swagerman, Suzanne C., Tamnes, Christian K., Temmingh, Henk S., Thomopoulos, Sophia I., Tomyshev, Alexander S., Tordesillas-Gutiérrez, Diana, Trollor, Julian N., Turner, Jessica A., Uhlmann, Anne, van den Heuvel, Odile A., van den Meer, Dennis, van der Wee, Nic J. A., van Haren, Neeltje E. M., van't Ent, Dennis, van Erp, Theo G. M., Veer, Ilya M., Veltman, Dick J., Voineskos, Aristotle, Völzke, Henry, Walter, Henrik, Walton, Esther, Wang, Lei, Wang, Yang, Wassink, Thomas H., Weber, Bernd, Wen, Wei, West, John D., Westlye, Lars T., Whalley, Heather, Wierenga, Lara M., Williams, Steven C. R., Wittfeld, Katharina, Wolf, Daniel H., Worker, Amanda, Wright, Margaret J., Yang, Kun, Yoncheva, Yulyia, Zanetti, Marcus V., Ziegler, Georg C., Thompson, Paul M., Frangou, Sophia, and Universitat Autònoma de Barcelona
Abstract: Age has a major effect on brain volume. However, the normative studies available are constrained by small sample sizes, restricted age coverage and significant methodological variability. These limitations introduce inconsistencies and may obscure or distort the lifespan trajectories of brain morphometry. In response, we capitalized on the resources of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Consortium to examine age-related trajectories inferred from cross-sectional measures of the ventricles, the basal ganglia (caudate, putamen, pallidum, and nucleus accumbens), the thalamus, hippocampus and amygdala using magnetic resonance imaging data obtained from 18,605 individuals aged 3-90 years. All subcortical structure volumes were at their maximum value early in life. The volume of the basal ganglia showed a monotonic negative association with age thereafter; there was no significant association between age and the volumes of the thalamus, amygdala and the hippocampus (with some degree of decline in thalamus) until the sixth decade of life after which they also showed a steep negative association with age. The lateral ventricles showed continuous enlargement throughout the lifespan. Age was positively associated with inter-individual variability in the hippocampus and amygdala and the lateral ventricles. These results were robust to potential confounders and could be used to examine the functional significance of deviations from typical age-related morphometric patterns. We analyzed subcortical volumes from 18,605 healthy individuals from multiple cross-sectional cohorts to infer age-related trajectories between the ages of 3 and 90 years.
Published: 2021

10. Subcortical Volume Trajectories across the Lifespan: Data from 18,605 healthy individuals aged 3-90 years

Author: Dima, Danai, primary, Papachristou, Efstathios, additional, Modabbernia, Amirhossein, additional, Doucet, Gaelle E, additional, Agartz, Ingrid, additional, Aghajani, Moji, additional, Akudjedu, Theophilus N, additional, Albajes-Eizagirre, Anton, additional, Alnæs, Dag, additional, Alpert, Kathryn I, additional, Andersson, Micael, additional, Andreasen, Nancy, additional, Andreassen, Ole A, additional, Asherson, Philip, additional, Banaschewski, Tobias, additional, Bargallo, Nuria, additional, Baumeister, Sarah, additional, Baur-Streubel, Ramona, additional, Bertolino, Alessandro, additional, Bonvino, Aurora, additional, Boomsma, Dorret I, additional, Borgwardt, Stefan, additional, Bourque, Josiane, additional, Brandeis, Daniel, additional, Breier, Alan, additional, Brodaty, Henry, additional, Brouwer, Rachel M, additional, Buitelaar, Jan K, additional, Busatto, Geraldo F, additional, Buckner, Randy L, additional, Calhoun, Vincent, additional, Canales-Rodríguez, Erick J, additional, Cannon, Dara M, additional, Caseras, Xavier, additional, Castellanos, Francisco X, additional, Cervenka, Simon, additional, Chaim-Avancini, Tiffany M, additional, Ching, Christopher RK, additional, Clark, Vincent P, additional, Conrod, Patricia, additional, Conzelmann, Annette, additional, Crespo-Facorro, Benedicto, additional, Crivello, Fabrice, additional, Crone, Eveline AM, additional, Dale, Anders M, additional, Davey, Cristopher, additional, de Geus, Eco JC, additional, de Haan, Lieuwe, additional, de Zubicaray, Greig I, additional, den Braber, Anouk, additional, Dickie, Erin W, additional, Di Giorgio, Annabella, additional, Doan, Nhat Trung, additional, Dørum, Erlend S, additional, Ehrlich, Stefan, additional, Erk, Susanne, additional, Espeseth, Thomas, additional, Fatouros-Bergman, Helena, additional, Fisher, Simon E, additional, Fouche, Jean-Paul, additional, Franke, Barbara, additional, Frodl, Thomas, additional, Fuentes-Claramonte, Paola, additional, Glahn, David C, additional, Gotlib, Ian H, additional, Grabe, Hans-Jörgen, additional, Grimm, Oliver, additional, Groenewold, Nynke A, additional, Grotegerd, Dominik, additional, Gruber, Oliver, additional, Gruner, Patricia, additional, Gur, Rachel E, additional, Gur, Ruben C, additional, Harrison, Ben J, additional, Hartman, Catharine A, additional, Hatton, Sean N, additional, Heinz, Andreas, additional, Heslenfeld, Dirk J, additional, Hibar, Derrek P, additional, Hickie, Ian B, additional, Ho, Beng-Choon, additional, Hoekstra, Pieter J, additional, Hohmann, Sarah, additional, Holmes, Avram J, additional, Hoogman, Martine, additional, Hosten, Norbert, additional, Howells, Fleur M, additional, Hulshoff Pol, Hilleke E, additional, Huyser, Chaim, additional, Jahanshad, Neda, additional, James, Anthony, additional, Jiang, Jiyang, additional, Jönsson, Erik G, additional, Joska, John A, additional, Kahn, Rene, additional, Kalnin, Andrew, additional, Kanai, Ryota, additional, Kang, Sim, additional, Klein, Marieke, additional, Klushnik, Tatyana P, additional, Koenders, Laura, additional, Koops, Sanne, additional, Krämer, Bernd, additional, Kuntsi, Jonna, additional, Lagopoulos, Jim, additional, Lázaro, Luisa, additional, Lebedeva, Irina, additional, Lee, Won Hee, additional, Lesch, Klaus-Peter, additional, Lochner, Christine, additional, Machielsen, Marise WJ, additional, Maingault, Sophie, additional, Martin, Nicholas G, additional, Martínez-Zalacaín, Ignacio, additional, Mataix-Cols, David, additional, Mazoyer, Bernard, additional, McDonald, Colm, additional, McDonald, Brenna C, additional, McIntosh, Andrew M, additional, McMahon, Katie L, additional, McPhilemy, Genevieve, additional, Menchón, José M, additional, Medland, Sarah E, additional, Meyer-Lindenberg, Andreas, additional, Naaijen, Jilly, additional, Najt, Pablo, additional, Nakao, Tomohiro, additional, Nordvik, Jan E, additional, Nyberg, Lars, additional, Oosterlaan, Jaap, additional, de la Foz, Víctor Ortiz-García, additional, Paloyelis, Yannis, additional, Pauli, Paul, additional, Pergola, Giulio, additional, Pomarol-Clotet, Edith, additional, Portella, Maria J, additional, Potkin, Steven G, additional, Radua, Joaquim, additional, Reif, Andreas, additional, Roffman, Joshua L, additional, Rosa, Pedro GP, additional, Sacchet, Matthew D, additional, Sachdev, Perminder S, additional, Salvador, Raymond, additional, Sánchez-Juan, Pascual, additional, Sarró, Salvador, additional, Satterthwaite, Theodore D, additional, Saykin, Andrew J, additional, Serpa, Mauricio H, additional, Schmaal, Lianne, additional, Schnell, Knut, additional, Schumann, Gunter, additional, Smoller, Jordan W, additional, Sommer, Iris, additional, Soriano-Mas, Carles, additional, Stein, Dan J, additional, Strike, Lachlan T, additional, Swagerman, Suzanne C, additional, Tamnes, Christian K, additional, Temmingh, Henk S, additional, Thomopoulos, Sophia I, additional, Tomyshev, Alexander S, additional, Tordesillas-Gutiérrez, Diana, additional, Trollor, Julian N, additional, Turner, Jessica A, additional, Uhlmann, Anne, additional, van den Heuvel, Odille A, additional, van den Meer, Dennis, additional, van der Wee, Nic JA, additional, van Haren, Neeltje EM, additional, van ’t Ent, Dennis, additional, van Erp, Theo GM, additional, Veer, Ilya M, additional, Veltman, Dick J, additional, Völzke, Henry, additional, Walter, Henrik, additional, Walton, Esther, additional, Wang, Lei, additional, Wang, Yang, additional, Wassink, Thomas H, additional, Weber, Bernd, additional, Wen, Wei, additional, West, John D, additional, Westlye, Lars T, additional, Whalley, Heather, additional, Wierenga, Lara M, additional, Williams, Steven CR, additional, Wittfeld, Katharina, additional, Wolf, Daniel H, additional, Worker, Amanda, additional, Wright, Margaret J, additional, Yang, Kun, additional, Yoncheva, Yulyia, additional, Zanetti, Marcus V, additional, Ziegler, Georg C, additional, Thompson, Paul M, additional, and Frangou, Sophia, additional
Published: 2020
Full Text: View/download PDF

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

Author: Frangou, Sophia, primary, Modabbernia, Amirhossein, additional, Doucet, Gaelle E, additional, Papachristou, Efstathios, additional, Williams, Steven CR, additional, Agartz, Ingrid, additional, Aghajani, Moji, additional, Akudjedu, Theophilus N, additional, Albajes-Eizagirre, Anton, additional, Alnæs, Dag, additional, Alpert, Kathryn I, additional, Andersson, Micael, additional, Andreasen, Nancy, additional, Andreassen, Ole A, additional, Asherson, Philip, additional, Banaschewski, Tobias, additional, Bargallo, Nuria, additional, Baumeister, Sarah, additional, Baur-Streubel, Ramona, additional, Bertolino, Alessandro, additional, Bonvino, Aurora, additional, Boomsma, Dorret I, additional, Borgwardt, Stefan, additional, Bourque, Josiane, additional, Brandeis, Daniel, additional, Breier, Alan, additional, Brodaty, Henry, additional, Brouwer, Rachel M, additional, Buitelaar, Jan K, additional, Busatto, Geraldo F, additional, Buckner, Randy L, additional, Calhoun, Vincent, additional, Canales-Rodríguez, Erick J, additional, Cannon, Dara M, additional, Caseras, Xavier, additional, Castellanos, Francisco X, additional, Cervenka, Simon, additional, Chaim-Avancini, Tiffany M, additional, Ching, Christopher RK, additional, Clark, Vincent P, additional, Conrod, Patricia, additional, Conzelmann, Annette, additional, Crespo-Facorro, Benedicto, additional, Crivello, Fabrice, additional, Crone, Eveline AM, additional, Dale, Anders M, additional, Davey, Cristopher, additional, de Geus, Eco JC, additional, de Haan, Lieuwe, additional, de Zubicaray, Greig I, additional, Braber, Anouk den, additional, Dickie, Erin W, additional, Di Giorgio, Annabella, additional, Doan, Nhat Trung, additional, Dørum, Erlend S, additional, Ehrlich, Stefan, additional, Erk, Susanne, additional, Espeseth, Thomas, additional, Fatouros-Bergman, Helena, additional, Fisher, Simon E, additional, Fouche, Jean-Paul, additional, Franke, Barbara, additional, Frodl, Thomas, additional, Fuentes-Claramonte, Paola, additional, Glahn, David C, additional, Gotlib, Ian H, additional, Grabe, Hans-Jörgen, additional, Grimm, Oliver, additional, Groenewold, Nynke A, additional, Grotegerd, Dominik, additional, Gruber, Oliver, additional, Gruner, Patricia, additional, Gur, Rachel E, additional, Gur, Ruben C, additional, Harrison, Ben J, additional, Hartman, Catharine A, additional, Hatton, Sean N, additional, Heinz, Andreas, additional, Heslenfeld, Dirk J, additional, Hibar, Derrek P, additional, Hickie, Ian B, additional, Ho, Beng-Choon, additional, Hoekstra, Pieter J, additional, Hohmann, Sarah, additional, Holmes, Avram J, additional, Hoogman, Martine, additional, Hosten, Norbert, additional, Howells, Fleur M, additional, Hulshoff Pol, Hilleke E, additional, Huyser, Chaim, additional, Jahanshad, Neda, additional, James, Anthony, additional, Jiang, Jiyang, additional, Jönsson, Erik G, additional, Joska, John A, additional, Kahn, Rene, additional, Kalnin, Andrew, additional, Kanai, Ryota, additional, Kang, Sim, additional, Klein, Marieke, additional, Klushnik, Tatyana P, additional, Koenders, Laura, additional, Koops, Sanne, additional, Krämer, Bernd, additional, Kuntsi, Jonna, additional, Lagopoulos, Jim, additional, Lázaro, Luisa, additional, Lebedeva, Irina, additional, Lee, Won Hee, additional, Lesch, Klaus-Peter, additional, Lochner, Christine, additional, Machielsen, Marise WJ, additional, Maingault, Sophie, additional, Martin, Nicholas G, additional, Martínez-Zalacaín, Ignacio, additional, Mataix-Cols, David, additional, Mazoyer, Bernard, additional, McDonald, Colm, additional, McDonald, Brenna C, additional, McIntosh, Andrew M, additional, McMahon, Katie L, additional, McPhilemy, Genevieve, additional, Menchón, José M, additional, Medland, Sarah E, additional, Meyer-Lindenberg, Andreas, additional, Naaijen, Jilly, additional, Najt, Pablo, additional, Nakao, Tomohiro, additional, Nordvik, Jan E, additional, Nyberg, Lars, additional, Oosterlaan, Jaap, additional, de la Foz, Víctor Ortiz-García, additional, Paloyelis, Yannis, additional, Pauli, Paul, additional, Pergola, Giulio, additional, Pomarol-Clotet, Edith, additional, Portella, Maria J, additional, Potkin, Steven G, additional, Radua, Joaquim, additional, Reif, Andreas, additional, Roffman, Joshua L, additional, Rosa, Pedro GP, additional, Sacchet, Matthew D, additional, Sachdev, Perminder S, additional, Salvador, Raymond, additional, Sánchez-Juan, Pascual, additional, Sarró, Salvador, additional, Satterthwaite, Theodore D, additional, Saykin, Andrew J, additional, Serpa, Mauricio H, additional, Schmaal, Lianne, additional, Schnell, Knut, additional, Schumann, Gunter, additional, Smoller, Jordan W, additional, Sommer, Iris, additional, Soriano-Mas, Carles, additional, Stein, Dan J, additional, Strike, Lachlan T, additional, Swagerman, Suzanne C, additional, Tamnes, Christian K, additional, Temmingh, Henk S, additional, Thomopoulos, Sophia I, additional, Tomyshev, Alexander S, additional, Tordesillas-Gutiérrez, Diana, additional, Trollor, Julian N, additional, Turner, Jessica A, additional, Uhlmann, Anne, additional, van den Heuvel, Odille A, additional, van den Meer, Dennis, additional, van der Wee, Nic JA, additional, van Haren, Neeltje EM, additional, van ’t Ent, Dennis, additional, van Erp, Theo GM, additional, Veer, Ilya M, additional, Veltman, Dick J, additional, Völzke, Henry, additional, Walter, Henrik, additional, Walton, Esther, additional, Wang, Lei, additional, Wang, Yang, additional, Wassink, Thomas H, additional, Weber, Bernd, additional, Wen, Wei, additional, West, John D, additional, Westlye, Lars T, additional, Whalley, Heather, additional, Wierenga, Lara M, additional, Wittfeld, Katharina, additional, Wolf, Daniel H, additional, Wright, Margaret J, additional, Yang, Kun, additional, Yoncheva, Yulyia, additional, Zanetti, Marcus V, additional, Ziegler, Georg C, additional, Thompson, Paul M, additional, and Dima, Danai, additional
Published: 2020
Full Text: View/download PDF

Catalog

Books, media, physical & digital resources

See catalog results

Searchworks

Select search scope, currently: Articles

Catalog

books, media & more in Jio Institute collections

Articles

journal articles & other e-resources

Refine your results

11 results on '"Gur, Rachel E."'

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

2. Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years

3. Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium

4. Brain charts for the human lifespan

5. Mapping genomic loci implicates genes and synaptic biology in schizophrenia

6. Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3-90 years

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

8. Cortical thickness across the lifespan : Data from 17,075 healthy individuals aged 3-90 years

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

10. Subcortical Volume Trajectories across the Lifespan: Data from 18,605 healthy individuals aged 3-90 years

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

Catalog

Searchworks

Select search scope, currently: Articles Catalog books, media & more in Jio Institute collections Articles journal articles & other e-resources

Search

Search Constraints

Refine your results

Search Limiters

Topic

Publication Year Range

Language

Publication Type

Database

Publisher

11 results on '"Gur, Rachel E."'

Search Results

Catalog

Select search scope, currently: Articles

Catalog

books, media & more in Jio Institute collections

Articles

journal articles & other e-resources