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