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  Greater male than female variability in regional brain structure across the lifespan

Wierenga, L. M., Doucet, G. E., Dima, D., Agartz, I., Aghajani, M., Akudjedu, T. N., et al. (2022). Greater male than female variability in regional brain structure across the lifespan. Human Brain Mapping, 43(1), 470-499. doi:10.1002/hbm.25204.

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© 2020 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.

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 Creators:
Wierenga, Lara M.1, 2, Author
Doucet, Gaelle E.3, 4, Author
Dima, Danai5, 6, Author
Agartz, Ingrid7, 8, 9, Author
Aghajani, Moji1, 10, 11, Author
Akudjedu, Theophilus N.12, 13, Author
Albajes-Eizagirre, Anton14, 15, 16, Author
Alnæs, Dag7, 17, Author
Alpert, Kathryn I.18, Author
Andreassen, Ole A.7, 17, Author
Anticevic, Alan19, Author
Asherson, Philip6, Author
Banaschewski, Tobias20, Author
Bargallo, Nuria16, 21, Author
Baumeister, Sarah20, Author
Baur-Streubel, Ramona22, Author
Bertolino, Alessandro23, Author
Bonvino, Aurora23, Author
Boomsma, Dorret I.10, Author
Borgwardt, Stefan24, 25, Author
Bourque, Josiane26, 27, AuthorDen Braber, Anouk10, 28, AuthorBrandeis, Daniel20, 28, 29, AuthorBreier, Alan30, AuthorBrodaty, Henry31, AuthorBrouwer, Rachel M.32, AuthorBuitelaar, Jan K.33, 34, AuthorBusatto, Geraldo F.35, AuthorCalhoun, Vince D.36, AuthorCanales-Rodríguez, Erick J.14, 15, AuthorCannon, Dara M.12, AuthorCaseras, Xavier37, AuthorCastellanos, Francisco X.38, 39, AuthorChaim-Avancini, Tiffany M.35, AuthorChing, Christopher R. K.40, AuthorClark, Vincent P.41, 42, AuthorConrod, Patricia J.27, 43, AuthorConzelmann, Annette44, 45, AuthorCrivello, Fabrice46, AuthorDavey, Christopher G.47, 48, AuthorDickie, Erin W.49, AuthorEhrlich, Stefan50, AuthorVan 't Ent, Dennis 10, AuthorFisher, Simon E.51, 52, Author           Fouche, Jean-Paul53, AuthorFranke, Barbara33, 52, AuthorFuentes-Claramonte, Paola14, 15, AuthorDe Geus, Eco J. C.10, AuthorDi Giorgio, Annabella54, AuthorGlahn, David C.55, 56, AuthorGotlib, Ian H.57, AuthorGrabe, Hans J.58, 59, AuthorGruber, Oliver60, AuthorGruner, Patricia19, AuthorGur, Raquel E.26, 61, AuthorGur, Ruben C.26, AuthorGurholt, Tiril P.7, 17, AuthorDe Haan, Lieuwe28, AuthorHaatveit, Beathe7, 17, AuthorHarrison, Ben J.47, AuthorHartman, Catharina A.62, AuthorHatton, Sean N.63, 64, AuthorHeslenfeld, Dirk J.10, AuthorVan den Heuvel, Odile A.10, AuthorHickie, Ian B.63, AuthorHoekstra, Pieter J.62, AuthorHohmann, Sarah20, AuthorHolmes, Avram J.19, 65, AuthorHoogman, Martine33, 52, AuthorHosten, Norbert58, AuthorHowells, Fleur M.53, AuthorHulshoff Pol, Hilleke E.32, AuthorHuyser, Chaim66, 67, AuthorJahanshad, Neda40, AuthorJames, Anthony C.68, AuthorJiang, Jiyang31, AuthorJönsson, Erik G.7, 9, AuthorJoska, John A.67, AuthorKalnin, Andrew J.69, AuthorKarolinska Schizophrenia Project (KaSP) Consortium, Author              Klein, Marieke32, 33, 52, AuthorKoenders, Laura67, AuthorKolskår, Knut K.7, 17, 70, AuthorKrämer, Bernd60, AuthorKuntsi, Jonna6, AuthorLagopoulos, Jim71, 72, AuthorLazaro, Luisa15, 16, 21, 73, AuthorLebedeva, Irina S.74, AuthorLee, Phil H.55, 65, AuthorLochner, Christine75, AuthorMachielsen, Marise W. J.67, AuthorMaingault, Sophie76, AuthorMartin, Nicholas G.77, AuthorMartínez-Zalacaín, Ignacio73, 78, AuthorMataix-Cols, David9, AuthorMazoyer, Bernard76, 79, AuthorMcDonald, Brenna C.30, AuthorMcDonald, Colm12, AuthorMcIntosh, Andrew M.80, AuthorMcMahon, Katie L.81, AuthorMcPhilemy, Genevieve12, AuthorVan der Meer, Dennis7, 8, 82, AuthorMenchón, José M.15, 73, 78, AuthorNaaijen, Jilly33, AuthorNyberg, Lars83, AuthorOosterlaan, Jaap10, 28, AuthorPaloyelis, Yannis6, AuthorPauli, Paul22, AuthorPergola, Giulio23, 84, AuthorPomarol-Clotet, Edith14, 15, AuthorPortella, Maria J.15, 85, AuthorRadua, Joaquim6, 9, 14, 15, 16, AuthorReif, Andreas86, AuthorRichard, Geneviève7, 17, AuthorRoffman, Joshua L.55, AuthorRosa, Pedro G. P.35, AuthorSacchet, Matthew D.55, AuthorSachdev, Perminder S.31, 87, AuthorSalvador, Raymond14, 15, AuthorSarró, Salvador14, 15, AuthorSatterthwaite, Theodore D.26, AuthorSaykin, Andrew J.30, 88, AuthorSerpa, Mauricio H.35, AuthorSim, Kang89, 90, AuthorSimmons, Andrew6, AuthorSmoller, Jordan W.65, AuthorSommer, Iris E.62, AuthorSoriano-Mas, Carles15, 78, 91, AuthorStein, Dan J.53, AuthorStrike, Lachlan T.92, AuthorSzeszko, Philip R.3, 93, AuthorTemmingh, Henk S.53, AuthorThomopoulos, Sophia I.40, AuthorTomyshev, Alexander S.74, AuthorTrollor, Julian N.31, AuthorUhlmann, Anne50, 53, AuthorVeer, Ilya M.94, AuthorVeltman, Dick J.28, AuthorVoineskos, Aristotle49, AuthorVölzke, Henry58, 95, 96, AuthorWalter, Henrik94, AuthorWang, Lei18, AuthorWang, Yang97, AuthorWeber, Bernd98, AuthorWen, Wei31, AuthorWest, John D.30, AuthorWestlye, Lars T.7, 17, AuthorWhalley, Heather C.80, 99, AuthorWilliams, Steven C. R.6, AuthorWittfeld, Katharina58, 59, AuthorWolf, Daniel H.26, AuthorWright, Margaret J.92, AuthorYoncheva, Yuliya N.100, AuthorZanetti, Marcus V.35, 101, AuthorZiegler, Georg C.22, AuthorDe Zubicaray, Greig I.81, AuthorThompson, Paul M.40, AuthorCrone, Eveline A.1, 2, 102, AuthorFrangou, Sophia3, 103, AuthorTamnes, Christian K.7, 8, Author more..
Affiliations:
1Leiden University, Leiden, The Netherlands, ou_persistent22              
2Leiden Institute for Brain and Cognition, Leiden, The Netherlands, ou_persistent22              
3Icahn School of Medicine at Mount Sinai, New York, NY, USA, ou_persistent22              
4Boys Town National Research Hospital, Omaha, NE, USA, ou_persistent22              
5University of London, London, UK, ou_persistent22              
6King's College London, London, UK, ou_persistent22              
7University of Oslo, Oslo, Norway, ou_persistent22              
8Diakonhjemmet Hospital, Oslo,Norway, ou_persistent22              
9Karolinska Institutet, Stockholm, Sweden, ou_persistent22              
10Vrije Universiteit Amsterdam, Amsterdam, The Netherlands, ou_persistent22              
11GGZ inGeest, Amsterdam, The Netherlands, ou_persistent22              
12National University of Ireland Galway, Galway, Ireland, ou_persistent22              
13Bournemouth University, Bournemouth, UK, ou_persistent22              
14FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain, ou_persistent22              
15Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain, ou_persistent22              
16Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain, ou_persistent22              
17Oslo University Hospital, Oslo, Norway, ou_persistent22              
18Northwestern University Feinberg School of Medicine, Chicago, IL, USA, ou_persistent22              
19Yale University, New Have, CT, USA, ou_persistent22              
20University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany, ou_persistent22              
21Hospital Clínic, Barcelona, Spain, ou_persistent22              
22Würzburg University, Margetshöchheim, Germany, ou_persistent22              
23University of Bari Aldo Moro, Bari, Italy, ou_persistent22              
24University of Basel, Basel, Switzerland, ou_persistent22              
25University of Lübeck, Lübeck, Germany, ou_persistent22              
26University of Pennsylvania, Philadelphia, PA, USA, ou_persistent22              
27CHU Sainte-Justine Research Center, Montreal, Canada, ou_persistent22              
28Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands, ou_persistent22              
29University of Zurich, Zurich, Switzerland, ou_persistent22              
30Indiana University School of Medicine, Indianapolis, IN, USA, ou_persistent22              
31University of New South Wales, Sydney, Australia, ou_persistent22              
32Utrecht Medical Center, Utrecht, The Netherlands, ou_persistent22              
33Radboud University Medical Center, Nijmegen, The Netherlands, ou_persistent22              
34Karakter Child and Adolescent Psychiatry University Centre, Nijmegen, The Netherlands, ou_persistent22              
35Universidade de São Paulo, São Paulo, Brazil, ou_persistent22              
36Georgia Tech, Atlanta, GA, USA, ou_persistent22              
37Cardiff University, Cardiff, UK, ou_persistent22              
38NYU Grossman School of Medicine, New York, NY, USA, ou_persistent22              
39Nathan Kline Institute for Psychiatric Research, Orangeburg, NY, USA, ou_persistent22              
40Keck School of Medicine, Los Angeles, CA, USA, ou_persistent22              
41University of New Mexico, Albuquerque, NM, USA, ou_persistent22              
42Mind Research Network, Albuquerque, NM, USA, ou_persistent22              
43University of Montreal, Montreal, Canada, ou_persistent22              
44University of Tübingen, Tübingen, Germany, ou_persistent22              
45PFH – Private University of Applied Sciences, Göttingen, Germany, ou_persistent22              
46Institut des Maladies Neurodégénératives, Bordeaux, France, ou_persistent22              
47University of Melbourne, Parkville, Australia, ou_persistent22              
48Orygen, Parkville, Australia, ou_persistent22              
49University of Toronto, Toronto, Canada, ou_persistent22              
50University Hospital Carl Gustav Carus, Dresden, Germany, ou_persistent22              
51Language and Genetics Department, MPI for Psycholinguistics, Max Planck Society, ou_792549              
52Donders Institute for Brain, Cognition and Behaviour, External Organizations, ou_55236              
53University of Cape Town, Cape Town, South Africa, ou_persistent22              
54IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy, ou_persistent22              
55Harvard Medical School, Boston, MA, USA, ou_persistent22              
56Olin Center for Neuropsychiatric Research, Hartford, CT, USA, ou_persistent22              
57Stanford University, Stanford, CA, USA, ou_persistent22              
58University Medicine Greifswald, Greifswald, Germany, ou_persistent22              
59German Center for Neurodegenerative Diseases (DZNE), Greifswald, Germany, ou_persistent22              
60Heidelberg University Hospital, Heidelberg, Germany, ou_persistent22              
61Children's Hospital of Philadelphia, Philadelphia, PA, USA, ou_persistent22              
62University Medical Center Groningen, Groningen, The Netherlands, ou_persistent22              
63University of Sydney, Sydney, Australia, ou_persistent22              
64University of California San Diego, La Jolla, CA, USA, ou_persistent22              
65Massachusetts General Hospital, Boston, MA, USA, ou_persistent22              
66De Bascule, Academic center child and adolescent psychiatry, Duivendrecht, The Netherlands, ou_persistent22              
67Amsterdam UMC, Location AMC, Amsterdam, The Netherlands, ou_persistent22              
68Warneford Hospital, Oxford, UK, ou_persistent22              
69Ohio State University College of Medicine, Columbus, OH, USA, ou_persistent22              
70Sunnaas Rehabilitation Hospital HT, Nesodden, Norway, ou_persistent22              
71Sunshine Coast Mind and Neuroscience Thompson Institut, Birtinya, Australia, ou_persistent22              
72University of the Sunshine Coast, Sunshine Coast, Australia, ou_persistent22              
73University of Barcelona, Barcelona, Spain, ou_persistent22              
74Mental Health Research Center, Moscow, Russia, ou_persistent22              
75Stellenbosch University, Cape Town, South Africa, ou_persistent22              
76Université de Bordeaux, Bordeaux, France, ou_persistent22              
77QIMR Berghofer Medical Research Institut, Brisbane, Australia, ou_persistent22              
78Bellvitge University Hospital, Barcelona, Spain, ou_persistent22              
79Bordeaux University Hospital, Bordeaux, France, ou_persistent22              
80University of Edinburgh, Edinburgh, UK, ou_persistent22              
81Queensland University of Technology, Brisbane, Australia, ou_persistent22              
82Maastricht University, Maastricht, The Netherlands, ou_persistent22              
83Umeå University, Umeå, Sweden, ou_persistent22              
84Johns Hopkins Medical Campus, Baltimore, MD, USA, ou_persistent22              
85Institut d'Investigació Biomèdica Sant Pau, Barcelona, Spain, ou_persistent22              
86University Hospital Frankfurt, Frankfurt am Main, Germany, ou_persistent22              
87The Prince of Wales Hospital, Randwick, Australia, ou_persistent22              
88Indiana Alzheimer Disease Center, Indianapolis, IN, USA, ou_persistent22              
89Institute of Mental Health, Singapore, Singapore, ou_persistent22              
90Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, ou_persistent22              
91Universitat Autònoma de Barcelona, Barcelona, Spain, ou_persistent22              
92University of Queensland, Brisbane, Australia, ou_persistent22              
93James J. Peters VA Medical Center, New York, NY, USA, ou_persistent22              
94Humboldt-Universität zu Berlin, Berlin, Germany, ou_persistent22              
95DZHK (German Centre for Cardiovascular Research), Greifswald, Germany, ou_persistent22              
96DZD (German Center for Diabetes Research), Greifswald, Germany, ou_persistent22              
97Medical College of Wisconsin, Milwaukee, WI, USA, ou_persistent22              
98University Hospital Bonn, Bonn, Germany, ou_persistent22              
99Royal Edinburgh Hospital, Edinburgh, UK, ou_persistent22              
100Hassenfeld Children's Hospital at NYU Langone, New York, NY, USA, ou_persistent22              
101Hospital Sírio-Libanês, São Paulo, Brazil, ou_persistent22              
102Erasmus University , Rotterdam, The Netherlands, ou_persistent22              
103University of British Columbia, Vancouver, Canada, ou_persistent22              

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 Abstract: For many traits, males show greater variability than females, with possible implications for understanding sex differences in health and disease. Here, the ENIGMA (Enhancing Neuro Imaging Genetics through Meta‐Analysis) Consortium presents the largest‐ever mega‐analysis of sex differences in variability of brain structure, based on international data spanning nine decades of life. Subcortical volumes, cortical surface area and cortical thickness were assessed in MRI data of 16,683 healthy individuals 1‐90 years old (47% females). We observed significant patterns of greater male than female between‐subject variance for all subcortical volumetric measures, all cortical surface area measures, and 60% of cortical thickness measures. This pattern was stable across the lifespan for 50% of the subcortical structures, 70% of the regional area measures, and nearly all regions for thickness. Our findings that these sex differences are present in childhood implicate early life genetic or gene‐environment interaction mechanisms. The findings highlight the importance of individual differences within the sexes, that may underpin sex‐specific vulnerability to disorders.

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Language(s): eng - English
 Dates: 2020-092020-10-122022-01
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.1002/hbm.25204
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Title: Human Brain Mapping
Source Genre: Journal
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Publ. Info: New York : Wiley-Liss
Pages: - Volume / Issue: 43 (1) Sequence Number: - Start / End Page: 470 - 499 Identifier: ISSN: 1065-9471
CoNE: https://pure.mpg.de/cone/journals/resource/954925601686