Mapping Cortical Brain Asymmetry in 17,141 Healthy Individuals Worldwide via the ENIGMA Consortium

Significance Left–right asymmetry is a key feature of the human brain's structure and function. It remains unclear which cortical regions are asymmetrical on average in the population and how biological factors such as age, sex, and genetic variation affect these asymmetries. Here, we describe by far the largest-ever study of cerebral cortical asymmetry, based on data from 17,141 participants. We found a global anterior–posterior “torque” pattern in cortical thickness, together with various regional asymmetries at the population level, which have not been previously described, as well as effects of age, sex, and heritability estimates. From these data, we have created an online resource that will serve future studies of human brain anatomy in health and disease. Hemispheric asymmetry is a cardinal feature of human brain organization. Altered brain asymmetry has also been linked to some cognitive and neuropsychiatric disorders. Here, the ENIGMA (Enhancing NeuroImaging Genetics through Meta-Analysis) Consortium presents the largest-ever analysis of cerebral cortical asymmetry and its variability across individuals. Cortical thickness and surface area were assessed in MRI scans of 17,141 healthy individuals from 99 datasets worldwide. Results revealed widespread asymmetries at both hemispheric and regional levels, with a generally thicker cortex but smaller surface area in the left hemisphere relative to the right. Regionally, asymmetries of cortical thickness and/or surface area were found in the inferior frontal gyrus, transverse temporal gyrus, parahippocampal gyrus, and entorhinal cortex. These regions are involved in lateralized functions, including language and visuospatial processing. In addition to population-level asymmetries, variability in brain asymmetry was related to sex, age, and intracranial volume. Interestingly, we did not find significant associations between asymmetries and handedness. Finally, with two independent pedigree datasets (n = 1,443 and 1,113, respectively), we found several asymmetries showing significant, replicable heritability. The structural asymmetries identified and their variabilities and heritability provide a reference resource for future studies on the genetic basis of brain asymmetry and altered laterality in cognitive, neurological, and psychiatric disorders.

John J. Foxe | Colm G. Connolly | Erick Jorge Canales-Rodríguez | Dan J Stein | Janice M. Fullerton | Lachlan T. Strike | Samantha J. Brooks | Tiffany M Chaim-Avancini | I. Deary | C. Francks | B. Franke | O. Andreassen | T. Crow | V. Calhoun | B. Mueller | J. Turner | T. V. van Erp | J. Qiu | N. Jahanshad | P. Thompson | J. Foxe | K. Lesch | A. Simmons | M. Paulus | H. Walter | A. James | M. Keshavan | J. Kwon | D. Glahn | D. Fair | R. Salvador | C. Kelly | F. Castellanos | M. Ingvar | K. Hugdahl | R. Wiers | J. Fullerton | A. Lundervold | L. Westlye | T. Jernigan | Jia Liu | S. Sponheim | R. Thoma | J. Cañive | A. Mayer | M. Bastin | K. Lim | I. Agartz | B. Mazoyer | N. Tzourio-mazoyer | F. Crivello | C. Yasuda | F. Cendes | J. Nigg | J. Buitelaar | P. Mitchell | M. Zwiers | I. Gotlib | S. Faraone | U. Malt | E. Stein | M. Sacchet | D. Hibar | D. Brandeis | V. Clark | T. Kircher | P. Sachdev | H. Brodaty | W. Wen | B. Baune | U. Dannlowski | P. Pauli | L. Lázaro | J. Biederman | I. Veer | D. Veltman | H. Garavan | G. D. de Zubicaray | R. Lenroot | L. Seidman | Y. Vives-Gilabert | M. Stevens | S. Ehrlich | E. Walton | T. White | O. Gruber | R. Hester | K. Konrad | J. Sui | L. Tamm | P. Shaw | C. Mcdonald | S. Fisher | B. Ho | D. Grotegerd | C. Bürger | J. Nordvik | D. Brandeis | S. Mackey | J. Wardlaw | V. Kaleda | N. Hansell | K. Mcmahon | M. Wright | L. Farde | K. Wittfeld | R. O'Gorman | P. D. Zeeuw | S. Durston | A. Vance | N. Allen | M. V. Hernández | M. Luciano | A. Voineskos | G. Cavalleri | Z. Sjoerds | A. Martino | C. Hartman | V. Lorenzetti | F. Piehl | E. Earl | J. Epstein | J. Raduà | K. Rubia | S. Walitza | S. Brem | C. Huyser | J. Ramos-Quiroga | A. Christakou | K. Chantiluke | A. Cubillo | G. Roberts | N. Groenewold | L. Schmaal | R. Bülow | E. London | R. Momenan | N. Armstrong | J. Bralten | T. Guadalupe | M. Hoogman | L. Strike | C. Whelan | D. Ames | D. Heslenfeld | P. Hoekstra | N. Delanty | D. Cannon | S. M. Maniega | O. A. van den Heuvel | J. Bauer | M. Yucel | M. Zanetti | P. Boedhoe | A. Batalla | J. Cousijn | A. Goudriaan | M. Luijten | R. Martín-Santos | A. Morales | R. Sinha | N. Solowij | A. Uhlmann | R. V. van Holst | M. Serpa | Ó. Vilarroya | T. Hahn | E. Bøen | C. Ekman | T. Elvsåshagen | M. Landén | J. Oosterlaan | J. Haavik | A. Reif | C. Orr | Pedro G. P. Rosa | E. Pomarol-Clotet | E. Oberwelland | Xiang-zhen Kong | A. Doyle | V. Calhoun | N. T. Doan | C. Abé | A. Bose | A. Calvo | Yuqi Cheng | C. Lochner | D. Mataix-Cols | J. Narayanaswamy | Y. Reddy | G. Venkatasubramanian | J. Yun | T. Gurholt | M. Harris | S. Mathias | Jose C. V. Moreira | E. Shumskaya | B. Dietsche | C. Doherty | A. Krug | F. Bergo | T. Chaim-Avancini | D. Coghill | A. Conzelmann | M. F. Høvik | S. Khadka | G. Kohls | C. Malpas | H. McCarthy | S. Novotny | B. Oranje | K. Plessen | J. Seitz | T. Silk | G. Sudre | G. V. von Polier | Yuliya Yoncheva | G. Ziegler | K. Zierhut | T. Ho | D. van der Meer | L. van Eijk | S. Cervenka | E. Caparelli | Qunlin Chen | P. Mitchell | Tony T. Yang | Z. Zhen | H. Fatouros-Bergman | L. Flyckt | A. Tomyshev | E. Dickie | P. Fuentes-Claramonte | F. Howells | T. Akudjedu | B. Overs | H. Temmingh | A. Arias Vasquez | Xingxing Zhu | L. Nestor | H. Bröhl | C. G. Connolly | S. Erhardt | Bernd Kramer | L. Schwieler | G. Engberg | Tonya White | D. Vuletic | K. Collste | P. Victorsson | M. Kerich | E. Jonsson | S. Maingault | F. Macmaster | Ramona Baur | Y. Reddy | V. Lonning | S. Nerland | R. Smelror | G. Busatto Filho | A. Malmqvist | M. Hedberg | F. Orhan | D. Demeter | U. Malt | Tulio M. Guadalupe | S. Blaine | Ana Cubillo | Q. McLellan | E. Simulionyte | Tim Crow | I. Lebedeva | N. Lambregts-Rommelse | G. McPhilemy | G. Tronchin | L. Irwin | Aleman André | Alhusaini Saud | Xiayu Chen | Aldo Cόrdova-Palomera | Sara Ambrosino de Bruttopilo | Stephen Faraone | G. Fernndez | Katharina Forster | F. Jean-Paul | D. Garcia | Hans Jorgen Grabe | Akari Ishikawa | Claas Kahler | O. Korucuoglu | Qinqin Li | L. Schweren | J. Soliva | H. Vőlzke | M. Keshavan | N. Tzourio-Mazoyer | E. Canales-Rodríguez | A. Arias Vásquez | G. C. Ziegler | Daniella Vuletic | Hendrik S. Temmingh | A. James | G. Busatto Filho | Sara K. Blaine | Albert Batalla | Zonglei Zhen | Larry J. Seidman | Odile L. van den Heuvel | Robin Bülow | David Ames | Nicola J. Armstrong | Stefan Ehrlich | Erik G. Jonsson | Clare Kelly | Kenneth Hugdahl | D. J. Veltman | Paul Pauli | Edythe D. London | Michelle Luciano | Bernard Mazoyer | Barbara Franke | Simon E. Fisher | K. Lesch | Colm Mcdonald | M. Ingvar | Kerstin J. Plessen | O. Andreassen | Margaret J. Wright | Esther Walton | H. Brodaty | J. Buitelaar | Norman Delanty | Pieter J. Hoekstra | Liza van Eijk | Damien A. Fair | Katie L Mcmahon | Mikael Landén | Wei Wen | J. Moreira | J. Haavik | Alysa E. Doyle | A. Reif | Sophie Erhardt | F. X. Castellanos | Bob Oranje | Jochen Bauer | Bernhard T. Baune | Jaap Oosterlaan | Ozlem Korucuoglu | Martin P. Paulus | Tony T. Yang | Nicholas B. Allen | F. Cendes | B. Mueller | Colin P. Doherty | Jeffery N. Epstein | Maria del Carmen Valdes Hernandez | O. Gruber | Dan J. Stein | Andrew R. Mayer | D. Coghill | Kerstin Konrad | Luísa Lazaro | Jochen Seitz | Philip Shaw | Michael C. Stevens | P. Zeeuw | D. Glahn | Jessica A. Turner | Joaquim Radua | Irina Lebedeva | Nanda N. J. Lambregts-Rommelse | Tiffany C. Ho | P. M. Thompson | Christoph Abé | Aleman Andre | Alhusaini Saud | Felipe Bergo | Henrieke Bröhl | Qun-lin Chen | Xiayu Chen | Yuqi Cheng | Vincent P. Clark | Aldo Cόrdova-Palomera | Sara Ambrosino de Bruttopilo | Guillen Fernndez | Katharina Forster | Fouche Jean-Paul | Danielle do Santos Garcia | Hans Jorgen Grabe | Claas Kahler | Bernd Kramer | Jun Soo Kwon | Qinqin Li | Kelvin O. Lim | Jia Liu | Angelica M. Morales | Liam Nestor | Ruth L. O'Gorman | Catherine Orr | M. Paulus | Jiang Qiu | Lisanne Schweren | Joan Carlos Soliva | Elliot A. Stein | Jing Sui | Henrik Walter | Joanna M. Wardlaw | Murat Yucel | Xing-xing Zhu | Fredrik Piehl | P. J. Hoekstra | D. Veltman | Margaret J. Wright | Mauricio Serpa | Sophie Maingault | Jeffery N Epstein | R. O'Gorman | M. J. Wright | Katie L. McMahon | N. Delanty | L. Lázaro | S. Fisher

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