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The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data

The Enhancing NeuroImaging Genetics through Meta-Analysis (ENIGMA) Consortium is a collaborative network of researchers working together on a range of large-scale studies that integrate data from 70 institutions worldwide. Organized into Working Groups that tackle questions in neuroscience, genetics...

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Autores principales:	Thompson, Paul M., Stein, Jason L., Medland, Sarah E., Hibar, Derrek P., Vasquez, Alejandro Arias, Renteria, Miguel E., Toro, Roberto, Jahanshad, Neda, Schumann, Gunter, Franke, Barbara, Wright, Margaret J., Martin, Nicholas G., Agartz, Ingrid, Alda, Martin, Alhusaini, Saud, Almasy, Laura, Almeida, Jorge, Alpert, Kathryn, Andreasen, Nancy C., Andreassen, Ole A., Apostolova, Liana G., Appel, Katja, Armstrong, Nicola J., Aribisala, Benjamin, Bastin, Mark E., Bauer, Michael, Bearden, Carrie E., Bergmann, Ørjan, Binder, Elisabeth B., Blangero, John, Bockholt, Henry J., Bøen, Erlend, Bois, Catherine, Boomsma, Dorret I., Booth, Tom, Bowman, Ian J., Bralten, Janita, Brouwer, Rachel M., Brunner, Han G., Brohawn, David G., Buckner, Randy L., Buitelaar, Jan, Bulayeva, Kazima, Bustillo, Juan R., Calhoun, Vince D., Cannon, Dara M., Cantor, Rita M., Carless, Melanie A., Caseras, Xavier, Cavalleri, Gianpiero L., Chakravarty, M. Mallar, Chang, Kiki D., Ching, Christopher R. K., Christoforou, Andrea, Cichon, Sven, Clark, Vincent P., Conrod, Patricia, Coppola, Giovanni, Crespo-Facorro, Benedicto, Curran, Joanne E., Czisch, Michael, Deary, Ian J., de Geus, Eco J. C., den Braber, Anouk, Delvecchio, Giuseppe, Depondt, Chantal, de Haan, Lieuwe, de Zubicaray, Greig I., Dima, Danai, Dimitrova, Rali, Djurovic, Srdjan, Dong, Hongwei, Donohoe, Gary, Duggirala, Ravindranath, Dyer, Thomas D., Ehrlich, Stefan, Ekman, Carl Johan, Elvsåshagen, Torbjørn, Emsell, Louise, Erk, Susanne, Espeseth, Thomas, Fagerness, Jesen, Fears, Scott, Fedko, Iryna, Fernández, Guillén, Fisher, Simon E., Foroud, Tatiana, Fox, Peter T., Francks, Clyde, Frangou, Sophia, Frey, Eva Maria, Frodl, Thomas, Frouin, Vincent, Garavan, Hugh, Giddaluru, Sudheer, Glahn, David C., Godlewska, Beata, Goldstein, Rita Z., Gollub, Randy L., Grabe, Hans J., Grimm, Oliver, Gruber, Oliver, Guadalupe, Tulio, Gur, Raquel E., Gur, Ruben C., Göring, Harald H. H., Hagenaars, Saskia, Hajek, Tomas, Hall, Geoffrey B., Hall, Jeremy, Hardy, John, Hartman, Catharina A., Hass, Johanna, Hatton, Sean N., Haukvik, Unn K., Hegenscheid, Katrin, Heinz, Andreas, Hickie, Ian B., Ho, Beng-Choon, Hoehn, David, Hoekstra, Pieter J., Hollinshead, Marisa, Holmes, Avram J., Homuth, Georg, Hoogman, Martine, Hong, L. Elliot, Hosten, Norbert, Hottenga, Jouke-Jan, Hulshoff Pol, Hilleke E., Hwang, Kristy S., Jack, Clifford R., Jenkinson, Mark, Johnston, Caroline, Jönsson, Erik G., Kahn, René S., Kasperaviciute, Dalia, Kelly, Sinead, Kim, Sungeun, Kochunov, Peter, Koenders, Laura, Krämer, Bernd, Kwok, John B. J., Lagopoulos, Jim, Laje, Gonzalo, Landen, Mikael, Landman, Bennett A., Lauriello, John, Lawrie, Stephen M., Lee, Phil H., Le Hellard, Stephanie, Lemaître, Herve, Leonardo, Cassandra D., Li, Chiang-shan, Liberg, Benny, Liewald, David C., Liu, Xinmin, Lopez, Lorna M., Loth, Eva, Lourdusamy, Anbarasu, Luciano, Michelle, Macciardi, Fabio, Machielsen, Marise W. J., MacQueen, Glenda M., Malt, Ulrik F., Mandl, René, Manoach, Dara S., Martinot, Jean-Luc, Matarin, Mar, Mather, Karen A., Mattheisen, Manuel, Mattingsdal, Morten, Meyer-Lindenberg, Andreas, McDonald, Colm, McIntosh, Andrew M., McMahon, Francis J., McMahon, Katie L., Meisenzahl, Eva, Melle, Ingrid, Milaneschi, Yuri, Mohnke, Sebastian, Montgomery, Grant W., Morris, Derek W., Moses, Eric K., Mueller, Bryon A., Muñoz Maniega, Susana, Mühleisen, Thomas W., Müller-Myhsok, Bertram, Mwangi, Benson, Nauck, Matthias, Nho, Kwangsik, Nichols, Thomas E., Nilsson, Lars-Göran, Nugent, Allison C., Nyberg, Lars, Olvera, Rene L., Oosterlaan, Jaap, Ophoff, Roel A., Pandolfo, Massimo, Papalampropoulou-Tsiridou, Melina, Papmeyer, Martina, Paus, Tomas, Pausova, Zdenka, Pearlson, Godfrey D., Penninx, Brenda W., Peterson, Charles P., Pfennig, Andrea, Phillips, Mary, Pike, G. Bruce, Poline, Jean-Baptiste, Potkin, Steven G., Pütz, Benno, Ramasamy, Adaikalavan, Rasmussen, Jerod, Rietschel, Marcella, Rijpkema, Mark, Risacher, Shannon L., Roffman, Joshua L., Roiz-Santiañez, Roberto, Romanczuk-Seiferth, Nina, Rose, Emma J., Royle, Natalie A., Rujescu, Dan, Ryten, Mina, Sachdev, Perminder S., Salami, Alireza, Satterthwaite, Theodore D., Savitz, Jonathan, Saykin, Andrew J., Scanlon, Cathy, Schmaal, Lianne, Schnack, Hugo G., Schork, Andrew J., Schulz, S. Charles, Schür, Remmelt, Seidman, Larry, Shen, Li, Shoemaker, Jody M., Simmons, Andrew, Sisodiya, Sanjay M., Smith, Colin, Smoller, Jordan W., Soares, Jair C., Sponheim, Scott R., Sprooten, Emma, Starr, John M., Steen, Vidar M., Strakowski, Stephen, Strike, Lachlan, Sussmann, Jessika, Sämann, Philipp G., Teumer, Alexander, Toga, Arthur W., Tordesillas-Gutierrez, Diana, Trabzuni, Daniah, Trost, Sarah, Turner, Jessica, Van den Heuvel, Martijn, van der Wee, Nic J., van Eijk, Kristel, van Erp, Theo G. M., van Haren, Neeltje E. M., van ‘t Ent, Dennis, van Tol, Marie-Jose, Valdés Hernández, Maria C., Veltman, Dick J., Versace, Amelia, Völzke, Henry, Walker, Robert, Walter, Henrik, Wang, Lei, Wardlaw, Joanna M., Weale, Michael E., Weiner, Michael W., Wen, Wei, Westlye, Lars T., Whalley, Heather C., Whelan, Christopher D., White, Tonya, Winkler, Anderson M., Wittfeld, Katharina, Woldehawariat, Girma, Wolf, Christiane, Zilles, David, Zwiers, Marcel P., Thalamuthu, Anbupalam, Schofield, Peter R., Freimer, Nelson B., Lawrence, Natalia S., Drevets, Wayne
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer US 2014
Materias:	SI: Genetic Neuroimaging in Aging and Age-Related Diseases
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4008818/ https://www.ncbi.nlm.nih.gov/pubmed/24399358 http://dx.doi.org/10.1007/s11682-013-9269-5

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author	Thompson, Paul M. Stein, Jason L. Medland, Sarah E. Hibar, Derrek P. Vasquez, Alejandro Arias Renteria, Miguel E. Toro, Roberto Jahanshad, Neda Schumann, Gunter Franke, Barbara Wright, Margaret J. Martin, Nicholas G. Agartz, Ingrid Alda, Martin Alhusaini, Saud Almasy, Laura Almeida, Jorge Alpert, Kathryn Andreasen, Nancy C. Andreassen, Ole A. Apostolova, Liana G. Appel, Katja Armstrong, Nicola J. Aribisala, Benjamin Bastin, Mark E. Bauer, Michael Bearden, Carrie E. Bergmann, Ørjan Binder, Elisabeth B. Blangero, John Bockholt, Henry J. Bøen, Erlend Bois, Catherine Boomsma, Dorret I. Booth, Tom Bowman, Ian J. Bralten, Janita Brouwer, Rachel M. Brunner, Han G. Brohawn, David G. Buckner, Randy L. Buitelaar, Jan Bulayeva, Kazima Bustillo, Juan R. Calhoun, Vince D. Cannon, Dara M. Cantor, Rita M. Carless, Melanie A. Caseras, Xavier Cavalleri, Gianpiero L. Chakravarty, M. Mallar Chang, Kiki D. Ching, Christopher R. K. Christoforou, Andrea Cichon, Sven Clark, Vincent P. Conrod, Patricia Coppola, Giovanni Crespo-Facorro, Benedicto Curran, Joanne E. Czisch, Michael Deary, Ian J. de Geus, Eco J. C. den Braber, Anouk Delvecchio, Giuseppe Depondt, Chantal de Haan, Lieuwe de Zubicaray, Greig I. Dima, Danai Dimitrova, Rali Djurovic, Srdjan Dong, Hongwei Donohoe, Gary Duggirala, Ravindranath Dyer, Thomas D. Ehrlich, Stefan Ekman, Carl Johan Elvsåshagen, Torbjørn Emsell, Louise Erk, Susanne Espeseth, Thomas Fagerness, Jesen Fears, Scott Fedko, Iryna Fernández, Guillén Fisher, Simon E. Foroud, Tatiana Fox, Peter T. Francks, Clyde Frangou, Sophia Frey, Eva Maria Frodl, Thomas Frouin, Vincent Garavan, Hugh Giddaluru, Sudheer Glahn, David C. Godlewska, Beata Goldstein, Rita Z. Gollub, Randy L. Grabe, Hans J. Grimm, Oliver Gruber, Oliver Guadalupe, Tulio Gur, Raquel E. Gur, Ruben C. Göring, Harald H. H. Hagenaars, Saskia Hajek, Tomas Hall, Geoffrey B. Hall, Jeremy Hardy, John Hartman, Catharina A. Hass, Johanna Hatton, Sean N. Haukvik, Unn K. Hegenscheid, Katrin Heinz, Andreas Hickie, Ian B. Ho, Beng-Choon Hoehn, David Hoekstra, Pieter J. Hollinshead, Marisa Holmes, Avram J. Homuth, Georg Hoogman, Martine Hong, L. Elliot Hosten, Norbert Hottenga, Jouke-Jan Hulshoff Pol, Hilleke E. Hwang, Kristy S. Jack, Clifford R. Jenkinson, Mark Johnston, Caroline Jönsson, Erik G. Kahn, René S. Kasperaviciute, Dalia Kelly, Sinead Kim, Sungeun Kochunov, Peter Koenders, Laura Krämer, Bernd Kwok, John B. J. Lagopoulos, Jim Laje, Gonzalo Landen, Mikael Landman, Bennett A. Lauriello, John Lawrie, Stephen M. Lee, Phil H. Le Hellard, Stephanie Lemaître, Herve Leonardo, Cassandra D. Li, Chiang-shan Liberg, Benny Liewald, David C. Liu, Xinmin Lopez, Lorna M. Loth, Eva Lourdusamy, Anbarasu Luciano, Michelle Macciardi, Fabio Machielsen, Marise W. J. MacQueen, Glenda M. Malt, Ulrik F. Mandl, René Manoach, Dara S. Martinot, Jean-Luc Matarin, Mar Mather, Karen A. Mattheisen, Manuel Mattingsdal, Morten Meyer-Lindenberg, Andreas McDonald, Colm McIntosh, Andrew M. McMahon, Francis J. McMahon, Katie L. Meisenzahl, Eva Melle, Ingrid Milaneschi, Yuri Mohnke, Sebastian Montgomery, Grant W. Morris, Derek W. Moses, Eric K. Mueller, Bryon A. Muñoz Maniega, Susana Mühleisen, Thomas W. Müller-Myhsok, Bertram Mwangi, Benson Nauck, Matthias Nho, Kwangsik Nichols, Thomas E. Nilsson, Lars-Göran Nugent, Allison C. Nyberg, Lars Olvera, Rene L. Oosterlaan, Jaap Ophoff, Roel A. Pandolfo, Massimo Papalampropoulou-Tsiridou, Melina Papmeyer, Martina Paus, Tomas Pausova, Zdenka Pearlson, Godfrey D. Penninx, Brenda W. Peterson, Charles P. Pfennig, Andrea Phillips, Mary Pike, G. Bruce Poline, Jean-Baptiste Potkin, Steven G. Pütz, Benno Ramasamy, Adaikalavan Rasmussen, Jerod Rietschel, Marcella Rijpkema, Mark Risacher, Shannon L. Roffman, Joshua L. Roiz-Santiañez, Roberto Romanczuk-Seiferth, Nina Rose, Emma J. Royle, Natalie A. Rujescu, Dan Ryten, Mina Sachdev, Perminder S. Salami, Alireza Satterthwaite, Theodore D. Savitz, Jonathan Saykin, Andrew J. Scanlon, Cathy Schmaal, Lianne Schnack, Hugo G. Schork, Andrew J. Schulz, S. Charles Schür, Remmelt Seidman, Larry Shen, Li Shoemaker, Jody M. Simmons, Andrew Sisodiya, Sanjay M. Smith, Colin Smoller, Jordan W. Soares, Jair C. Sponheim, Scott R. Sprooten, Emma Starr, John M. Steen, Vidar M. Strakowski, Stephen Strike, Lachlan Sussmann, Jessika Sämann, Philipp G. Teumer, Alexander Toga, Arthur W. Tordesillas-Gutierrez, Diana Trabzuni, Daniah Trost, Sarah Turner, Jessica Van den Heuvel, Martijn van der Wee, Nic J. van Eijk, Kristel van Erp, Theo G. M. van Haren, Neeltje E. M. van ‘t Ent, Dennis van Tol, Marie-Jose Valdés Hernández, Maria C. Veltman, Dick J. Versace, Amelia Völzke, Henry Walker, Robert Walter, Henrik Wang, Lei Wardlaw, Joanna M. Weale, Michael E. Weiner, Michael W. Wen, Wei Westlye, Lars T. Whalley, Heather C. Whelan, Christopher D. White, Tonya Winkler, Anderson M. Wittfeld, Katharina Woldehawariat, Girma Wolf, Christiane Zilles, David Zwiers, Marcel P. Thalamuthu, Anbupalam Schofield, Peter R. Freimer, Nelson B. Lawrence, Natalia S. Drevets, Wayne
author_facet	Thompson, Paul M. Stein, Jason L. Medland, Sarah E. Hibar, Derrek P. Vasquez, Alejandro Arias Renteria, Miguel E. Toro, Roberto Jahanshad, Neda Schumann, Gunter Franke, Barbara Wright, Margaret J. Martin, Nicholas G. Agartz, Ingrid Alda, Martin Alhusaini, Saud Almasy, Laura Almeida, Jorge Alpert, Kathryn Andreasen, Nancy C. Andreassen, Ole A. Apostolova, Liana G. Appel, Katja Armstrong, Nicola J. Aribisala, Benjamin Bastin, Mark E. Bauer, Michael Bearden, Carrie E. Bergmann, Ørjan Binder, Elisabeth B. Blangero, John Bockholt, Henry J. Bøen, Erlend Bois, Catherine Boomsma, Dorret I. Booth, Tom Bowman, Ian J. Bralten, Janita Brouwer, Rachel M. Brunner, Han G. Brohawn, David G. Buckner, Randy L. Buitelaar, Jan Bulayeva, Kazima Bustillo, Juan R. Calhoun, Vince D. Cannon, Dara M. Cantor, Rita M. Carless, Melanie A. Caseras, Xavier Cavalleri, Gianpiero L. Chakravarty, M. Mallar Chang, Kiki D. Ching, Christopher R. K. Christoforou, Andrea Cichon, Sven Clark, Vincent P. Conrod, Patricia Coppola, Giovanni Crespo-Facorro, Benedicto Curran, Joanne E. Czisch, Michael Deary, Ian J. de Geus, Eco J. C. den Braber, Anouk Delvecchio, Giuseppe Depondt, Chantal de Haan, Lieuwe de Zubicaray, Greig I. Dima, Danai Dimitrova, Rali Djurovic, Srdjan Dong, Hongwei Donohoe, Gary Duggirala, Ravindranath Dyer, Thomas D. Ehrlich, Stefan Ekman, Carl Johan Elvsåshagen, Torbjørn Emsell, Louise Erk, Susanne Espeseth, Thomas Fagerness, Jesen Fears, Scott Fedko, Iryna Fernández, Guillén Fisher, Simon E. Foroud, Tatiana Fox, Peter T. Francks, Clyde Frangou, Sophia Frey, Eva Maria Frodl, Thomas Frouin, Vincent Garavan, Hugh Giddaluru, Sudheer Glahn, David C. Godlewska, Beata Goldstein, Rita Z. Gollub, Randy L. Grabe, Hans J. Grimm, Oliver Gruber, Oliver Guadalupe, Tulio Gur, Raquel E. Gur, Ruben C. Göring, Harald H. H. Hagenaars, Saskia Hajek, Tomas Hall, Geoffrey B. Hall, Jeremy Hardy, John Hartman, Catharina A. Hass, Johanna Hatton, Sean N. Haukvik, Unn K. Hegenscheid, Katrin Heinz, Andreas Hickie, Ian B. Ho, Beng-Choon Hoehn, David Hoekstra, Pieter J. Hollinshead, Marisa Holmes, Avram J. Homuth, Georg Hoogman, Martine Hong, L. Elliot Hosten, Norbert Hottenga, Jouke-Jan Hulshoff Pol, Hilleke E. Hwang, Kristy S. Jack, Clifford R. Jenkinson, Mark Johnston, Caroline Jönsson, Erik G. Kahn, René S. Kasperaviciute, Dalia Kelly, Sinead Kim, Sungeun Kochunov, Peter Koenders, Laura Krämer, Bernd Kwok, John B. J. Lagopoulos, Jim Laje, Gonzalo Landen, Mikael Landman, Bennett A. Lauriello, John Lawrie, Stephen M. Lee, Phil H. Le Hellard, Stephanie Lemaître, Herve Leonardo, Cassandra D. Li, Chiang-shan Liberg, Benny Liewald, David C. Liu, Xinmin Lopez, Lorna M. Loth, Eva Lourdusamy, Anbarasu Luciano, Michelle Macciardi, Fabio Machielsen, Marise W. J. MacQueen, Glenda M. Malt, Ulrik F. Mandl, René Manoach, Dara S. Martinot, Jean-Luc Matarin, Mar Mather, Karen A. Mattheisen, Manuel Mattingsdal, Morten Meyer-Lindenberg, Andreas McDonald, Colm McIntosh, Andrew M. McMahon, Francis J. McMahon, Katie L. Meisenzahl, Eva Melle, Ingrid Milaneschi, Yuri Mohnke, Sebastian Montgomery, Grant W. Morris, Derek W. Moses, Eric K. Mueller, Bryon A. Muñoz Maniega, Susana Mühleisen, Thomas W. Müller-Myhsok, Bertram Mwangi, Benson Nauck, Matthias Nho, Kwangsik Nichols, Thomas E. Nilsson, Lars-Göran Nugent, Allison C. Nyberg, Lars Olvera, Rene L. Oosterlaan, Jaap Ophoff, Roel A. Pandolfo, Massimo Papalampropoulou-Tsiridou, Melina Papmeyer, Martina Paus, Tomas Pausova, Zdenka Pearlson, Godfrey D. Penninx, Brenda W. Peterson, Charles P. Pfennig, Andrea Phillips, Mary Pike, G. Bruce Poline, Jean-Baptiste Potkin, Steven G. Pütz, Benno Ramasamy, Adaikalavan Rasmussen, Jerod Rietschel, Marcella Rijpkema, Mark Risacher, Shannon L. Roffman, Joshua L. Roiz-Santiañez, Roberto Romanczuk-Seiferth, Nina Rose, Emma J. Royle, Natalie A. Rujescu, Dan Ryten, Mina Sachdev, Perminder S. Salami, Alireza Satterthwaite, Theodore D. Savitz, Jonathan Saykin, Andrew J. Scanlon, Cathy Schmaal, Lianne Schnack, Hugo G. Schork, Andrew J. Schulz, S. Charles Schür, Remmelt Seidman, Larry Shen, Li Shoemaker, Jody M. Simmons, Andrew Sisodiya, Sanjay M. Smith, Colin Smoller, Jordan W. Soares, Jair C. Sponheim, Scott R. Sprooten, Emma Starr, John M. Steen, Vidar M. Strakowski, Stephen Strike, Lachlan Sussmann, Jessika Sämann, Philipp G. Teumer, Alexander Toga, Arthur W. Tordesillas-Gutierrez, Diana Trabzuni, Daniah Trost, Sarah Turner, Jessica Van den Heuvel, Martijn van der Wee, Nic J. van Eijk, Kristel van Erp, Theo G. M. van Haren, Neeltje E. M. van ‘t Ent, Dennis van Tol, Marie-Jose Valdés Hernández, Maria C. Veltman, Dick J. Versace, Amelia Völzke, Henry Walker, Robert Walter, Henrik Wang, Lei Wardlaw, Joanna M. Weale, Michael E. Weiner, Michael W. Wen, Wei Westlye, Lars T. Whalley, Heather C. Whelan, Christopher D. White, Tonya Winkler, Anderson M. Wittfeld, Katharina Woldehawariat, Girma Wolf, Christiane Zilles, David Zwiers, Marcel P. Thalamuthu, Anbupalam Schofield, Peter R. Freimer, Nelson B. Lawrence, Natalia S. Drevets, Wayne
author_sort	Thompson, Paul M.
collection	PubMed
description	The Enhancing NeuroImaging Genetics through Meta-Analysis (ENIGMA) Consortium is a collaborative network of researchers working together on a range of large-scale studies that integrate data from 70 institutions worldwide. Organized into Working Groups that tackle questions in neuroscience, genetics, and medicine, ENIGMA studies have analyzed neuroimaging data from over 12,826 subjects. In addition, data from 12,171 individuals were provided by the CHARGE consortium for replication of findings, in a total of 24,997 subjects. By meta-analyzing results from many sites, ENIGMA has detected factors that affect the brain that no individual site could detect on its own, and that require larger numbers of subjects than any individual neuroimaging study has currently collected. ENIGMA’s first project was a genome-wide association study identifying common variants in the genome associated with hippocampal volume or intracranial volume. Continuing work is exploring genetic associations with subcortical volumes (ENIGMA2) and white matter microstructure (ENIGMA-DTI). Working groups also focus on understanding how schizophrenia, bipolar illness, major depression and attention deficit/hyperactivity disorder (ADHD) affect the brain. We review the current progress of the ENIGMA Consortium, along with challenges and unexpected discoveries made on the way.
format	Online Article Text
id	pubmed-4008818
institution	National Center for Biotechnology Information
language	English
publishDate	2014
publisher	Springer US
record_format	MEDLINE/PubMed
spelling	pubmed-40088182014-05-05 The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data Thompson, Paul M. Stein, Jason L. Medland, Sarah E. Hibar, Derrek P. Vasquez, Alejandro Arias Renteria, Miguel E. Toro, Roberto Jahanshad, Neda Schumann, Gunter Franke, Barbara Wright, Margaret J. Martin, Nicholas G. Agartz, Ingrid Alda, Martin Alhusaini, Saud Almasy, Laura Almeida, Jorge Alpert, Kathryn Andreasen, Nancy C. Andreassen, Ole A. Apostolova, Liana G. Appel, Katja Armstrong, Nicola J. Aribisala, Benjamin Bastin, Mark E. Bauer, Michael Bearden, Carrie E. Bergmann, Ørjan Binder, Elisabeth B. Blangero, John Bockholt, Henry J. Bøen, Erlend Bois, Catherine Boomsma, Dorret I. Booth, Tom Bowman, Ian J. Bralten, Janita Brouwer, Rachel M. Brunner, Han G. Brohawn, David G. Buckner, Randy L. Buitelaar, Jan Bulayeva, Kazima Bustillo, Juan R. Calhoun, Vince D. Cannon, Dara M. Cantor, Rita M. Carless, Melanie A. Caseras, Xavier Cavalleri, Gianpiero L. Chakravarty, M. Mallar Chang, Kiki D. Ching, Christopher R. K. Christoforou, Andrea Cichon, Sven Clark, Vincent P. Conrod, Patricia Coppola, Giovanni Crespo-Facorro, Benedicto Curran, Joanne E. Czisch, Michael Deary, Ian J. de Geus, Eco J. C. den Braber, Anouk Delvecchio, Giuseppe Depondt, Chantal de Haan, Lieuwe de Zubicaray, Greig I. Dima, Danai Dimitrova, Rali Djurovic, Srdjan Dong, Hongwei Donohoe, Gary Duggirala, Ravindranath Dyer, Thomas D. Ehrlich, Stefan Ekman, Carl Johan Elvsåshagen, Torbjørn Emsell, Louise Erk, Susanne Espeseth, Thomas Fagerness, Jesen Fears, Scott Fedko, Iryna Fernández, Guillén Fisher, Simon E. Foroud, Tatiana Fox, Peter T. Francks, Clyde Frangou, Sophia Frey, Eva Maria Frodl, Thomas Frouin, Vincent Garavan, Hugh Giddaluru, Sudheer Glahn, David C. Godlewska, Beata Goldstein, Rita Z. Gollub, Randy L. Grabe, Hans J. Grimm, Oliver Gruber, Oliver Guadalupe, Tulio Gur, Raquel E. Gur, Ruben C. Göring, Harald H. H. Hagenaars, Saskia Hajek, Tomas Hall, Geoffrey B. Hall, Jeremy Hardy, John Hartman, Catharina A. Hass, Johanna Hatton, Sean N. Haukvik, Unn K. Hegenscheid, Katrin Heinz, Andreas Hickie, Ian B. Ho, Beng-Choon Hoehn, David Hoekstra, Pieter J. Hollinshead, Marisa Holmes, Avram J. Homuth, Georg Hoogman, Martine Hong, L. Elliot Hosten, Norbert Hottenga, Jouke-Jan Hulshoff Pol, Hilleke E. Hwang, Kristy S. Jack, Clifford R. Jenkinson, Mark Johnston, Caroline Jönsson, Erik G. Kahn, René S. Kasperaviciute, Dalia Kelly, Sinead Kim, Sungeun Kochunov, Peter Koenders, Laura Krämer, Bernd Kwok, John B. J. Lagopoulos, Jim Laje, Gonzalo Landen, Mikael Landman, Bennett A. Lauriello, John Lawrie, Stephen M. Lee, Phil H. Le Hellard, Stephanie Lemaître, Herve Leonardo, Cassandra D. Li, Chiang-shan Liberg, Benny Liewald, David C. Liu, Xinmin Lopez, Lorna M. Loth, Eva Lourdusamy, Anbarasu Luciano, Michelle Macciardi, Fabio Machielsen, Marise W. J. MacQueen, Glenda M. Malt, Ulrik F. Mandl, René Manoach, Dara S. Martinot, Jean-Luc Matarin, Mar Mather, Karen A. Mattheisen, Manuel Mattingsdal, Morten Meyer-Lindenberg, Andreas McDonald, Colm McIntosh, Andrew M. McMahon, Francis J. McMahon, Katie L. Meisenzahl, Eva Melle, Ingrid Milaneschi, Yuri Mohnke, Sebastian Montgomery, Grant W. Morris, Derek W. Moses, Eric K. Mueller, Bryon A. Muñoz Maniega, Susana Mühleisen, Thomas W. Müller-Myhsok, Bertram Mwangi, Benson Nauck, Matthias Nho, Kwangsik Nichols, Thomas E. Nilsson, Lars-Göran Nugent, Allison C. Nyberg, Lars Olvera, Rene L. Oosterlaan, Jaap Ophoff, Roel A. Pandolfo, Massimo Papalampropoulou-Tsiridou, Melina Papmeyer, Martina Paus, Tomas Pausova, Zdenka Pearlson, Godfrey D. Penninx, Brenda W. Peterson, Charles P. Pfennig, Andrea Phillips, Mary Pike, G. Bruce Poline, Jean-Baptiste Potkin, Steven G. Pütz, Benno Ramasamy, Adaikalavan Rasmussen, Jerod Rietschel, Marcella Rijpkema, Mark Risacher, Shannon L. Roffman, Joshua L. Roiz-Santiañez, Roberto Romanczuk-Seiferth, Nina Rose, Emma J. Royle, Natalie A. Rujescu, Dan Ryten, Mina Sachdev, Perminder S. Salami, Alireza Satterthwaite, Theodore D. Savitz, Jonathan Saykin, Andrew J. Scanlon, Cathy Schmaal, Lianne Schnack, Hugo G. Schork, Andrew J. Schulz, S. Charles Schür, Remmelt Seidman, Larry Shen, Li Shoemaker, Jody M. Simmons, Andrew Sisodiya, Sanjay M. Smith, Colin Smoller, Jordan W. Soares, Jair C. Sponheim, Scott R. Sprooten, Emma Starr, John M. Steen, Vidar M. Strakowski, Stephen Strike, Lachlan Sussmann, Jessika Sämann, Philipp G. Teumer, Alexander Toga, Arthur W. Tordesillas-Gutierrez, Diana Trabzuni, Daniah Trost, Sarah Turner, Jessica Van den Heuvel, Martijn van der Wee, Nic J. van Eijk, Kristel van Erp, Theo G. M. van Haren, Neeltje E. M. van ‘t Ent, Dennis van Tol, Marie-Jose Valdés Hernández, Maria C. Veltman, Dick J. Versace, Amelia Völzke, Henry Walker, Robert Walter, Henrik Wang, Lei Wardlaw, Joanna M. Weale, Michael E. Weiner, Michael W. Wen, Wei Westlye, Lars T. Whalley, Heather C. Whelan, Christopher D. White, Tonya Winkler, Anderson M. Wittfeld, Katharina Woldehawariat, Girma Wolf, Christiane Zilles, David Zwiers, Marcel P. Thalamuthu, Anbupalam Schofield, Peter R. Freimer, Nelson B. Lawrence, Natalia S. Drevets, Wayne Brain Imaging Behav SI: Genetic Neuroimaging in Aging and Age-Related Diseases The Enhancing NeuroImaging Genetics through Meta-Analysis (ENIGMA) Consortium is a collaborative network of researchers working together on a range of large-scale studies that integrate data from 70 institutions worldwide. Organized into Working Groups that tackle questions in neuroscience, genetics, and medicine, ENIGMA studies have analyzed neuroimaging data from over 12,826 subjects. In addition, data from 12,171 individuals were provided by the CHARGE consortium for replication of findings, in a total of 24,997 subjects. By meta-analyzing results from many sites, ENIGMA has detected factors that affect the brain that no individual site could detect on its own, and that require larger numbers of subjects than any individual neuroimaging study has currently collected. ENIGMA’s first project was a genome-wide association study identifying common variants in the genome associated with hippocampal volume or intracranial volume. Continuing work is exploring genetic associations with subcortical volumes (ENIGMA2) and white matter microstructure (ENIGMA-DTI). Working groups also focus on understanding how schizophrenia, bipolar illness, major depression and attention deficit/hyperactivity disorder (ADHD) affect the brain. We review the current progress of the ENIGMA Consortium, along with challenges and unexpected discoveries made on the way. Springer US 2014-01-08 2014 /pmc/articles/PMC4008818/ /pubmed/24399358 http://dx.doi.org/10.1007/s11682-013-9269-5 Text en © The Author(s) 2014 https://creativecommons.org/licenses/by/2.0/ Open AccessThis article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.
spellingShingle	SI: Genetic Neuroimaging in Aging and Age-Related Diseases Thompson, Paul M. Stein, Jason L. Medland, Sarah E. Hibar, Derrek P. Vasquez, Alejandro Arias Renteria, Miguel E. Toro, Roberto Jahanshad, Neda Schumann, Gunter Franke, Barbara Wright, Margaret J. Martin, Nicholas G. Agartz, Ingrid Alda, Martin Alhusaini, Saud Almasy, Laura Almeida, Jorge Alpert, Kathryn Andreasen, Nancy C. Andreassen, Ole A. Apostolova, Liana G. Appel, Katja Armstrong, Nicola J. Aribisala, Benjamin Bastin, Mark E. Bauer, Michael Bearden, Carrie E. Bergmann, Ørjan Binder, Elisabeth B. Blangero, John Bockholt, Henry J. Bøen, Erlend Bois, Catherine Boomsma, Dorret I. Booth, Tom Bowman, Ian J. Bralten, Janita Brouwer, Rachel M. Brunner, Han G. Brohawn, David G. Buckner, Randy L. Buitelaar, Jan Bulayeva, Kazima Bustillo, Juan R. Calhoun, Vince D. Cannon, Dara M. Cantor, Rita M. Carless, Melanie A. Caseras, Xavier Cavalleri, Gianpiero L. Chakravarty, M. Mallar Chang, Kiki D. Ching, Christopher R. K. Christoforou, Andrea Cichon, Sven Clark, Vincent P. Conrod, Patricia Coppola, Giovanni Crespo-Facorro, Benedicto Curran, Joanne E. Czisch, Michael Deary, Ian J. de Geus, Eco J. C. den Braber, Anouk Delvecchio, Giuseppe Depondt, Chantal de Haan, Lieuwe de Zubicaray, Greig I. Dima, Danai Dimitrova, Rali Djurovic, Srdjan Dong, Hongwei Donohoe, Gary Duggirala, Ravindranath Dyer, Thomas D. Ehrlich, Stefan Ekman, Carl Johan Elvsåshagen, Torbjørn Emsell, Louise Erk, Susanne Espeseth, Thomas Fagerness, Jesen Fears, Scott Fedko, Iryna Fernández, Guillén Fisher, Simon E. Foroud, Tatiana Fox, Peter T. Francks, Clyde Frangou, Sophia Frey, Eva Maria Frodl, Thomas Frouin, Vincent Garavan, Hugh Giddaluru, Sudheer Glahn, David C. Godlewska, Beata Goldstein, Rita Z. Gollub, Randy L. Grabe, Hans J. Grimm, Oliver Gruber, Oliver Guadalupe, Tulio Gur, Raquel E. Gur, Ruben C. Göring, Harald H. H. Hagenaars, Saskia Hajek, Tomas Hall, Geoffrey B. Hall, Jeremy Hardy, John Hartman, Catharina A. Hass, Johanna Hatton, Sean N. Haukvik, Unn K. Hegenscheid, Katrin Heinz, Andreas Hickie, Ian B. Ho, Beng-Choon Hoehn, David Hoekstra, Pieter J. Hollinshead, Marisa Holmes, Avram J. Homuth, Georg Hoogman, Martine Hong, L. Elliot Hosten, Norbert Hottenga, Jouke-Jan Hulshoff Pol, Hilleke E. Hwang, Kristy S. Jack, Clifford R. Jenkinson, Mark Johnston, Caroline Jönsson, Erik G. Kahn, René S. Kasperaviciute, Dalia Kelly, Sinead Kim, Sungeun Kochunov, Peter Koenders, Laura Krämer, Bernd Kwok, John B. J. Lagopoulos, Jim Laje, Gonzalo Landen, Mikael Landman, Bennett A. Lauriello, John Lawrie, Stephen M. Lee, Phil H. Le Hellard, Stephanie Lemaître, Herve Leonardo, Cassandra D. Li, Chiang-shan Liberg, Benny Liewald, David C. Liu, Xinmin Lopez, Lorna M. Loth, Eva Lourdusamy, Anbarasu Luciano, Michelle Macciardi, Fabio Machielsen, Marise W. J. MacQueen, Glenda M. Malt, Ulrik F. Mandl, René Manoach, Dara S. Martinot, Jean-Luc Matarin, Mar Mather, Karen A. Mattheisen, Manuel Mattingsdal, Morten Meyer-Lindenberg, Andreas McDonald, Colm McIntosh, Andrew M. McMahon, Francis J. McMahon, Katie L. Meisenzahl, Eva Melle, Ingrid Milaneschi, Yuri Mohnke, Sebastian Montgomery, Grant W. Morris, Derek W. Moses, Eric K. Mueller, Bryon A. Muñoz Maniega, Susana Mühleisen, Thomas W. Müller-Myhsok, Bertram Mwangi, Benson Nauck, Matthias Nho, Kwangsik Nichols, Thomas E. Nilsson, Lars-Göran Nugent, Allison C. Nyberg, Lars Olvera, Rene L. Oosterlaan, Jaap Ophoff, Roel A. Pandolfo, Massimo Papalampropoulou-Tsiridou, Melina Papmeyer, Martina Paus, Tomas Pausova, Zdenka Pearlson, Godfrey D. Penninx, Brenda W. Peterson, Charles P. Pfennig, Andrea Phillips, Mary Pike, G. Bruce Poline, Jean-Baptiste Potkin, Steven G. Pütz, Benno Ramasamy, Adaikalavan Rasmussen, Jerod Rietschel, Marcella Rijpkema, Mark Risacher, Shannon L. Roffman, Joshua L. Roiz-Santiañez, Roberto Romanczuk-Seiferth, Nina Rose, Emma J. Royle, Natalie A. Rujescu, Dan Ryten, Mina Sachdev, Perminder S. Salami, Alireza Satterthwaite, Theodore D. Savitz, Jonathan Saykin, Andrew J. Scanlon, Cathy Schmaal, Lianne Schnack, Hugo G. Schork, Andrew J. Schulz, S. Charles Schür, Remmelt Seidman, Larry Shen, Li Shoemaker, Jody M. Simmons, Andrew Sisodiya, Sanjay M. Smith, Colin Smoller, Jordan W. Soares, Jair C. Sponheim, Scott R. Sprooten, Emma Starr, John M. Steen, Vidar M. Strakowski, Stephen Strike, Lachlan Sussmann, Jessika Sämann, Philipp G. Teumer, Alexander Toga, Arthur W. Tordesillas-Gutierrez, Diana Trabzuni, Daniah Trost, Sarah Turner, Jessica Van den Heuvel, Martijn van der Wee, Nic J. van Eijk, Kristel van Erp, Theo G. M. van Haren, Neeltje E. M. van ‘t Ent, Dennis van Tol, Marie-Jose Valdés Hernández, Maria C. Veltman, Dick J. Versace, Amelia Völzke, Henry Walker, Robert Walter, Henrik Wang, Lei Wardlaw, Joanna M. Weale, Michael E. Weiner, Michael W. Wen, Wei Westlye, Lars T. Whalley, Heather C. Whelan, Christopher D. White, Tonya Winkler, Anderson M. Wittfeld, Katharina Woldehawariat, Girma Wolf, Christiane Zilles, David Zwiers, Marcel P. Thalamuthu, Anbupalam Schofield, Peter R. Freimer, Nelson B. Lawrence, Natalia S. Drevets, Wayne The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
title	The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
title_full	The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
title_fullStr	The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
title_full_unstemmed	The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
title_short	The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
title_sort	enigma consortium: large-scale collaborative analyses of neuroimaging and genetic data
topic	SI: Genetic Neuroimaging in Aging and Age-Related Diseases
url	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4008818/ https://www.ncbi.nlm.nih.gov/pubmed/24399358 http://dx.doi.org/10.1007/s11682-013-9269-5
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enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT oosterlaanjaap enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT ophoffroela enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT pandolfomassimo enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT papalampropouloutsiridoumelina enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT papmeyermartina enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT paustomas enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT pausovazdenka enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT pearlsongodfreyd enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT penninxbrendaw enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT petersoncharlesp 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whelanchristopherd enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT whitetonya enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT winklerandersonm enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT wittfeldkatharina enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT woldehawariatgirma enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT wolfchristiane enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT zillesdavid enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT zwiersmarcelp enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT thalamuthuanbupalam enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT schofieldpeterr enigmaconsortiumlargescalecollaborativeanalysesofneuroimagingandgeneticdata AT freimernelsonb 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The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data

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