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7 results on '"Brain and Mind Research Institute"'

1. Geometry of spiking patterns in early visual cortex: a topological data analytic approach

Author

Andrea Guidolin, Mathieu Desroches, Jonathan D. Victor, Keith P. Purpura, Serafim Rodrigues, Mathematical, Computational and Experimental Neuroscience [Bilbao] (MCEN), Basque Center for Applied Mathematics (BCAM), Department of Mathematics [Sweden] (KTH), Stockholm University, Mathématiques pour les Neurosciences (MATHNEURO), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Department of Neurology and Feil Family Brain and Mind Research Institute [New-York] (BMRI), Weill Medical College of Cornell University [New York], and Ikerbasque - Basque Foundation for Science

Subjects
Neurons, Quantitative Biology::Neurons and Cognition, [SCCO.NEUR]Cognitive science/Neuroscience, [MATH.MATH-DS]Mathematics [math]/Dynamical Systems [math.DS], Data Science, Biomedical Engineering, Biophysics, Action Potentials, Bioengineering, Biochemistry, persistent homology, Biomaterials, topological data analysis, spike metric, Animals, Macaca, Photic Stimulation, Biotechnology, Visual Cortex
Abstract

In the brain, spiking patterns live in a high-dimensional space of neurons and time. Thus, determining the intrinsic structure of this space presents a theoretical and experimental challenge. To address this challenge, we introduce a new framework for applying topological data analysis (TDA) to spike train data and use it to determine the geometry of spiking patterns in the visual cortex. Key to our approach is a parametrized family of distances based on the timing of spikes that quantifies the dissimilarity between neuronal responses. We applied TDA to visually driven single-unit and multiple single-unit spiking activity in macaque V1 and V2. TDA across timescales reveals a common geometry for spiking patterns in V1 and V2 which, among simple models, is most similar to that of a low-dimensional space endowed with Euclidean or hyperbolic geometry with modest curvature. Remarkably, the inferred geometry depends on timescale and is clearest for the timescales that are important for encoding contrast, orientation and spatial correlations., NIH grants number EY09314 and EY07977 from the National Eye Institute of the NIH. NIH grants no. EY034150 from the National Eye Institute and NS111019 from the National Institute of Neurological Disorders and Stroke. Ikerbasque. Wallenberg AI, Autonomous Systems and Software Program (WASP) funded by the Knut and Alice Wallenberg Foundation. Inria Associated Team "NeuroTransSF".

Published
2023

2. Goldfish Response to Chronic Hypoxia: Mitochondrial Respiration, Fuel Preference and Energy Metabolism

Author

Caroline Romestaing, Matthew E. Pamenter, Jean-Michel Weber, Elie Farhat, Hang Cheng, Department of Biology, University of Ottawa, 10 Marie Curie, Ottawa, Ontario, Canada KIN 6N5, University of Ottawa [Ottawa], Équipe 4 - Écophysiologie, Comportement, Conservation (E2C), Laboratoire d'Ecologie des Hydrosystèmes Naturels et Anthropisés (LEHNA), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-École Nationale des Travaux Publics de l'État (ENTPE)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-École Nationale des Travaux Publics de l'État (ENTPE)-Centre National de la Recherche Scientifique (CNRS), Faculty of Medicine, University of Ottawa Brain and Mind Research Institute, and Natural Sciences and Engineering Research Council of Canada (NSERC)2015-0422905955-2017Canada Research Chairs Ontario Early Research Award

Subjects
030110 physiology, 0106 biological sciences, 0301 basic medicine, medicine.medical_specialty, Endocrinology, Diabetes and Metabolism, Na+/K+-ATPase, lcsh:QR1-502, Oxidative phosphorylation, Mitochondrion, 010603 evolutionary biology, 01 natural sciences, Biochemistry, lcsh:Microbiology, Article, beta-oxidation, 03 medical and health sciences, hypoxia tolerance, metabolic suppression, mitochondria, glycolysis, citrate synthase, Internal medicine, Respiration, medicine, Citrate synthase, Glycolysis, Molecular Biology, Beta oxidation, biology, Chemistry, Hypoxia (medical), Endocrinology, biology.protein, sense organs, medicine.symptom, [SDE.BE]Environmental Sciences/Biodiversity and Ecology
Abstract

Hypometabolism is a hallmark strategy of hypoxia tolerance. To identify potential mechanisms of metabolic suppression, we have used the goldfish to quantify the effects of chronically low oxygen (4 weeks; 10% air saturation) on mitochondrial respiration capacity and fuel preference. The responses of key enzymes from glycolysis, β-oxidation and the tricarboxylic acid (TCA) cycle, and Na+/K+-ATPase were also monitored in various tissues of this champion of hypoxia tolerance. Results show that mitochondrial respiration of individual tissues depends on oxygen availability as well as metabolic fuel oxidized. All the respiration parameters measured in this study (LEAK, OXPHOS, Respiratory Control Ratio, CCCP-uncoupled, and COX) are affected by hypoxia, at least for one of the metabolic fuels. However, no common pattern of changes in respiration states is observed across tissues, except for the general downregulation of COX that may help metabolic suppression. Hypoxia causes the brain to switch from carbohydrates to lipids, with no clear fuel preference in other tissues. It also downregulates brain Na+/K+-ATPase (40%) and causes widespread tissue-specific effects on glycolysis and beta-oxidation. This study shows that hypoxia-acclimated goldfish mainly promote metabolic suppression by adjusting the glycolytic supply of pyruvate, reducing brain Na+/K+-ATPase, and downregulating COX, most likely decreasing mitochondrial density.

Published
2021

3. Isolation of human fibroadipogenic progenitors and satellite cells from frozen muscle biopsies

Author

Vincent Mouly, Anne Bigot, Xavier Suárez-Calvet, Susana López-Fernández, Jorge Alonso-Pérez, Gemma Pons, Eduard Gallardo, Patricia Piñol-Jurado, Isabel Illa, Jyoti K. Jaiswal, E. Fernández-Simón, Jordi Diaz-Manera, Cinta Lleixà, Ana Carrasco-Rozas, Laura Soria, UMRS974, Université Pierre et Marie Curie (Paris 6), Hospital de la Santa Creu i Sant Pau, Centre de Recherche en Myologie, Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU), Center for neurogenetics [Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York], Weill Medical College of Cornell University [New York], and Centre de recherche en Myologie – U974 SU-INSERM

Subjects
Male, Duchenne muscular dystrophy, Biopsy, Cell, Cell Separation, muscle explant muscle biopsies, Biochemistry, 0302 clinical medicine, Muscular dystrophy, Tissue homeostasis, ComputingMilieux_MISCELLANEOUS, satellite cells, 0303 health sciences, Myogenesis, Cell Differentiation, Middle Aged, Healthy Volunteers, Cell biology, medicine.anatomical_structure, [SDV.MP.VIR]Life Sciences [q-bio]/Microbiology and Parasitology/Virology, Female, Biotechnology, Adult, Cell type, congenital, hereditary, and neonatal diseases and abnormalities, Adolescent, Satellite Cells, Skeletal Muscle, [SDV.BC]Life Sciences [q-bio]/Cellular Biology, Biology, 03 medical and health sciences, Young Adult, Genetics, medicine, Humans, Progenitor cell, Muscle, Skeletal, Molecular Biology, neoplasms, 030304 developmental biology, Aged, Cryopreservation, Multipotent Stem Cells, fibroadipogenic progenitors cells, Skeletal muscle, medicine.disease, digestive system diseases, Muscular Dystrophy, Duchenne, [SDV.IMM.VAC]Life Sciences [q-bio]/Immunology/Vaccinology, 030217 neurology & neurosurgery
Abstract

Altres ajuts: Association Française contre les Myopathies (22525) Altres ajuts: Fundación Isabel Gemio Skeletal muscle contains multiple cell types that work together to maintain tissue homeostasis. Among these, satellite cells (SC) and fibroadipogenic progenitors cells (FAPs) are the two main stem cell pools. Studies of these cells using animal models have shown the importance of interactions between these cells in repair of healthy muscle, and degeneration of dystrophic muscle. Due to the unavailability of fresh patient muscle biopsies, similar analysis of interactions between human FAPs and SCs is limited especially among the muscular dystrophy patients. To address this issue here we describe a method that allows the use of frozen human skeletal muscle biopsies to simultaneously isolate and grow SCs and FAPs from healthy or dystrophic patients. We show that while the purified SCs differentiate into mature myotubes, purified FAPs can differentiate into adipocytes or fibroblasts demonstrating their multipotency. We find that these FAPs can be immortalized and the immortalized FAPs (iFAPs) retain their multipotency. These approaches open the door for carrying out personalized analysis of patient FAPs and interactions with the SCs that lead to muscle loss.

Published
2021

4. Clinical and advanced neurophysiology in the prognostic and diagnostic evaluation of disorders of consciousness: review of an IFCN-endorsed expert group

Author

A. Comanducci, Nicholas D. Schiff, M. De Lucia, Marcello Massimini, Caroline Schnakers, Andrea O. Rossetti, Elsa Juan, Raechelle M. Gibson, Lionel Naccache, Steven Laureys, Mario Rosanova, Jan Claassen, Mélanie Boly, Jacobo D. Sitt, Adrian M. Owen, Istituti di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione Don Carlo Gnocchi, University of Wisconsin-Madison, Columbia University Irving Medical Center (CUIMC), New York Presbyterian Hospital, Centre Hospitalier Universitaire Vaudois [Lausanne] (CHUV), Université de Lausanne (UNIL), University of Western Ontario (UWO), Centre Hospitalier Universitaire de Liège (CHU-Liège), Institut du Cerveau et de la Moëlle Epinière = Brain and Spine Institute (ICM), Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Università degli Studi di Milano [Milano] (UNIMI), Center for neurogenetics [Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York], Weill Medical College of Cornell University [New York], Gestionnaire, Hal Sorbonne Université, Université de Lausanne = University of Lausanne (UNIL), Institut du Cerveau = Paris Brain Institute (ICM), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), and Università degli Studi di Milano = University of Milan (UNIMI)

Subjects
medicine.medical_specialty, Consciousness, media_common.quotation_subject, medicine.medical_treatment, evoked potentials, coma, Electroencephalography, Diagnostic evaluation, event-related potentials, vegetative state, 050105 experimental psychology, 03 medical and health sciences, 0302 clinical medicine, Event-related potential, Physiology (medical), medicine, Humans, 0501 psychology and cognitive sciences, [SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], EEG, Intensive care medicine, disorders of consciousness, media_common, Persistent vegetative state, Rehabilitation, medicine.diagnostic_test, business.industry, 05 social sciences, Minimally conscious state, Neurophysiology, Prognosis, medicine.disease, Sensory Systems, minimally conscious state, Neurology, Consciousness Disorders, [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], Neurology (clinical), business, 030217 neurology & neurosurgery
Abstract

International audience; The analysis of spontaneous EEG activity and evoked potentialsis a cornerstone of the instrumental evaluation of patients with disorders of consciousness (DoC). Thepast few years have witnessed an unprecedented surge in EEG-related research applied to the prediction and detection of recovery of consciousness after severe brain injury,opening up the prospect that new concepts and tools may be available at the bedside. This paper provides a comprehensive, critical overview of bothconsolidated and investigational electrophysiological techniquesfor the prognostic and diagnostic assessment of DoC.We describe conventional clinical EEG approaches, then focus on evoked and event-related potentials, and finally we analyze the potential of novel research findings. In doing so, we (i) draw a distinction between acute, prolonged and chronic phases of DoC, (ii) attempt to relate both clinical and research findings to the underlying neuronal processes and (iii) discuss technical and conceptual caveats.The primary aim of this narrative review is to bridge the gap between standard and emerging electrophysiological measures for the detection and prediction of recovery of consciousness. The ultimate scope is to provide a reference and common ground for academic researchers active in the field of neurophysiology and clinicians engaged in intensive care unit and rehabilitation.

Published
2020
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5. miR-9 Controls the Timing of Neurogenesis through the Direct Inhibition of Antagonistic Factors

Author

Øyvind Drivenes, Marion Coolen, Laure Bally-Cuif, Denis Thieffry, Thomas Becker, Neurobiologie et Développement (N&eD), Centre National de la Recherche Scientifique (CNRS), Institut de Neurobiologie Alfred Fessard (INAF), Institut de biologie de l'ENS Paris (IBENS), Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Département de Biologie - ENS Paris, École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Sars International Centre for Marine Molecular Biology, University of Bergen (UiB), Brain and Mind Research Institute, University of Technology Sydney (UTS), Institut de biologie de l'ENS Paris (UMR 8197/1024) (IBENS), Département de Biologie - ENS Paris, and Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)

Subjects
MESH: Cell Differentiation, MESH: Alanine, Neurogenesis, MESH: Neurons, MESH: Zebrafish Proteins, MESH: Cell Cycle, ELAV-Like Protein 3, Hindbrain, General Biochemistry, Genetics and Molecular Biology, 03 medical and health sciences, 0302 clinical medicine, MESH: Basic Helix-Loop-Helix Transcription Factors, Basic Helix-Loop-Helix Transcription Factors, Animals, MESH: Animals, MESH: Zebrafish, Molecular Biology, Zebrafish, Gene, 030304 developmental biology, Progenitor, Neurons, 0303 health sciences, Alanine, biology, Cell Cycle, Embryogenesis, MESH: Hu Paraneoplastic Encephalomyelitis Antigens, Cell Differentiation, Azepines, Cell Biology, Anatomy, Zebrafish Proteins, biology.organism_classification, MESH: Neurogenesis, DNA-Binding Proteins, MicroRNAs, ELAV Proteins, [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], Ventricular zone, MESH: Azepines, MESH: MicroRNAs, Neuroscience, MESH: DNA-Binding Proteins, 030217 neurology & neurosurgery, Function (biology), Developmental Biology
Abstract

International audience; The timing of commitment and cell-cycle exit within progenitor populations during neurogenesis is a fundamental decision that impacts both the number and identity of neurons produced during development. We show here that microRNA-9 plays a key role in this process through the direct inhibition of targets with antagonistic functions. Across the ventricular zone of the developing zebrafish hindbrain, miR-9 expression occurs at a range of commitment stages. Abrogating miR-9 function transiently delays cell-cycle exit, leading to the increased generation of late-born neuronal populations. Target protection analyses in vivo identify the progenitor-promoting genes her6 and zic5 and the cell-cycle exit-promoting gene elavl3/HuC as sequential targets of miR-9 as neurogenesis proceeds. We propose that miR-9 activity generates an ambivalent progenitor state poised to respond to both progenitor maintenance and commitment cues, which may be necessary to adjust neuronal production to local extrinsic signals during late embryogenesis.

Published
2012
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6. Chemical genetics unveils a key role of mitochondrial dynamics, cytochrome c release and IP3R activity in muscular dystrophy

Author

Nicolas Brouilly, Jean Giacomotto, Ludivine Walter, Marie-Christine Mariol, Thomas Becker, Kathrin Gieseler, Laurent Ségalat, Joachim Berger, Peter D. Currie, Centre de génétique et de physiologie moléculaire et cellulaire (CGPhiMC), Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon, Laboratoire de bioénergétique fondamentale et appliquée (LBFA), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Joseph Fourier - Grenoble 1 (UJF), Sars International Centre for Marine Molecular Biology, University of Bergen (UiB), Brain and Mind Research Institute, and University of Technology Sydney (UTS)

Subjects
Duchenne muscular dystrophy, Methazolamide, Sequence Homology, Biology, Mitochondrion, Mitochondrial Dynamics, Animals, Genetically Modified, Mitochondrial Proteins, 03 medical and health sciences, Cyclophilins, 0302 clinical medicine, Genetics, medicine, Animals, Humans, Inositol 1,4,5-Trisphosphate Receptors, [SDV.BBM]Life Sciences [q-bio]/Biochemistry, Molecular Biology, Muscular dystrophy, Caenorhabditis elegans, Caenorhabditis elegans Proteins, Molecular Biology, Zebrafish, Genetics (clinical), Phylogeny, 030304 developmental biology, Peptidylprolyl isomerase, 0303 health sciences, Binding Sites, Cell Death, Cytochrome c, Cytochromes c, General Medicine, Inositol trisphosphate receptor, Muscular Dystrophy, Animal, medicine.disease, biology.organism_classification, 3. Good health, Cell biology, Muscular Dystrophy, Duchenne, Biochemistry, Mitochondrial permeability transition pore, Gene Knockdown Techniques, biology.protein, Cyclosporine, 030217 neurology & neurosurgery
Abstract

International audience; Duchenne muscular dystrophy (DMD) is a neuromuscular disease caused by mutations in the dystrophin gene. The subcellular mechanisms of DMD remain poorly understood and there is currently no curative treatment available. Using a Caenorhabditis elegans model for DMD as a pharmacologic and genetic tool, we found that cyclosporine A (CsA) reduces muscle degeneration at low dose and acts, at least in part, through a mitochondrial cyclophilin D, CYN-1. We thus hypothesized that CsA acts on mitochondrial permeability modulation through cyclophilin D inhibition. Mitochondrial patterns and dynamics were analyzed, which revealed dramatic mitochondrial fragmentation not only in dystrophic nematodes, but also in a zebrafish model for DMD. This abnormal mitochondrial fragmentation occurs before any obvious sign of degeneration can be detected. Moreover, we demonstrate that blocking/delaying mitochondrial fragmentation by knocking down the fission-promoting gene drp-1 reduces muscle degeneration and improves locomotion abilities of dystrophic nematodes. Further experiments revealed that cytochrome c is involved in muscle degeneration in C. elegans and seems to act, at least in part, through an interaction with the inositol trisphosphate receptor calcium channel, ITR-1. Altogether, our findings reveal that mitochondria play a key role in the early process of muscle degeneration and may be a target of choice for the design of novel therapeutics for DMD. In addition, our results provide the first indication in the nematode that (i) mitochondrial permeability transition can occur and (ii) cytochrome c can act in cell death.

Published
2013

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

Author

Pm, Thompson, Jl, Stein, Se, Medland, Dp, Hibar, Aa, Vasquez, Me, Renteria, Toro R, Jahanshad N, Schumann G, Franke B, Mj, Wright, Ng, Martin, Agartz I, Alda M, Alhusaini S, Almasy L, Almeida J, Alpert K, Nc, Andreasen, Oa, Andreassen, Lg, Apostolova, Appel K, Nj, Armstrong, Aribisala B, Me, Bastin, Bauer M, Ce, Bearden, Bergmann O, Eb, Binder, Blangero J, Hj, Bockholt, Bøen E, Bois C, Di, Boomsma, Booth T, Ij, Bowman, Bralten J, Rm, Brouwer, Hg, Brunner, Dg, Brohawn, Rl, Buckner, Buitelaar J, Bulayeva K, Jr, Bustillo, Vd, Calhoun, Dm, Cannon, Rm, Cantor, Ma, Carless, Caseras X, Gl, Cavalleri, Mm, Chakravarty, Kd, Chang, Cr, Ching, Christoforou A, Cichon S, Vp, Clark, Conrod P, Coppola G, Crespo-Facorro B, Je, Curran, Czisch M, Ij, Deary, Ej, Geus, den Braber A, Delvecchio G, Depondt C, de Haan L, Gi, Zubicaray, Dima D, Dimitrova R, Djurovic S, Dong H, Donohoe G, Duggirala R, Td, Dyer, Ehrlich S, Cj, Ekman, Elvsåshagen T, Emsell L, Erk S, Espeseth T, Fagerness J, Fears S, Fedko I, Fernández G, Se, Fisher, Foroud T, Pt, Fox, Francks C, Frangou S, Em, Frey, Frodl T, Frouin V, Garavan H, Giddaluru S, Dc, Glahn, Godlewska B, Rz, Goldstein, Rl, Gollub, Hj, Grabe, Grimm O, Gruber O, Guadalupe T, Re, Gur, Rc, Gur, Hh, Göring, Hagenaars S, Hajek T, Gb, Hall, Hall J, Hardy J, Ca, Hartman, Hass J, Sn, Hatton, Uk, Haukvik, Hegenscheid K, Heinz A, Ib, Hickie, Bc, Ho, Hoehn D, Pj, Hoekstra, Hollinshead M, Aj, Holmes, Homuth G, Martine Hoogman, Le, Hong, Hosten N, Jj, Hottenga, He, Hulshoff Pol, Ks, Hwang, Cr, Jack Jr, Jenkinson M, Johnston C, Eg, Jönsson, Rs, Kahn, Kasperaviciute D, Kelly S, Kim S, Kochunov P, Koenders L, Krämer B, Jb, Kwok, Lagopoulos J, Laje G, Landen M, Ba, Landman, Lauriello J, Sm, Lawrie, Ph, Lee, Le Hellard S, Lemaître H, Cd, Leonardo, Cs, Li, Liberg B, Dc, Liewald, Liu X, Lm, Lopez, Loth E, Lourdusamy A, Luciano M, Macciardi F, Mw, Machielsen, Gm, Macqueen, Uf, Malt, Mandl R, Ds, Manoach, Jl, Martinot, Matarin M, Ka, Mather, Mattheisen M, Mattingsdal M, Meyer-Lindenberg A, McDonald C, Am, Mcintosh, Fj, Mcmahon, Kl, Mcmahon, Meisenzahl E, Melle I, Milaneschi Y, Mohnke S, Gw, Montgomery, Dw, Morris, Ek, Moses, Ba, Mueller, Muñoz Maniega S, Tw, Mühleisen, Müller-Myhsok B, Mwangi B, Nauck M, Nho K, Te, Nichols, Lg, Nilsson, Ac, Nugent, Nyberg L, Rl, Olvera, Oosterlaan J, Ra, Ophoff, Pandolfo M, Papalampropoulou-Tsiridou M, Papmeyer M, Paus T, Pausova Z, Gd, Pearlson, Bw, Penninx, Cp, Peterson, Pfennig A, Phillips M, Gb, Pike, Jb, Poline, Sg, Potkin, Pütz B, Ramasamy A, Rasmussen J, Rietschel M, Rijpkema M, Sl, Risacher, Jl, Roffman, Roiz-Santiañez R, Romanczuk-Seiferth N, Ej, Rose, Na, Royle, Rujescu D, Ryten M, Ps, Sachdev, Salami A, Td, Satterthwaite, Savitz J, Aj, Saykin, Scanlon C, Schmaal L, Hg, Schnack, Aj, Schork, Sc, Schulz, Schür R, Seidman L, Shen L, Jm, Shoemaker, Simmons A, Sm, Sisodiya, Smith C, Jw, Smoller, Jc, Soares, Sr, Sponheim, Sprooten E, Jm, Starr, Vm, Steen, Strakowski S, Strike L, Sussmann J, Pg, Sämann, Teumer A, Aw, Toga, Tordesillas-Gutierrez D, Trabzuni D, Trost S, Turner J, Van den Heuvel M, Nj, Wee, van Eijk K, Tg, Erp, Ne, Haren, van 't Ent D, Mj, Tol, Mc, Valdés Hernández, Dj, Veltman, Versace A, Völzke H, Walker R, Walter H, Wang L, Jm, Wardlaw, Me, Weale, Mw, Weiner, Wen W, Lt, Westlye, Hc, Whalley, Cd, Whelan, White T, Am, Winkler, Wittfeld K, Woldehawariat G, Wolf C, Zilles D, Mp, Zwiers, Thalamuthu A, Pr, Schofield, Nb, Freimer, Ns, Lawrence, Drevets W, The Alzheimer’s Disease Neuroimaging Initiative, Epigen Consortium, Laboratory of Neuro Imaging [Los Angeles] (LONI), University of California [Los Angeles] (UCLA), University of California-University of California, David Geffen School of Medicine [Los Angeles], Medstar Research Institute, Keck School of Medicine [Los Angeles], University of Southern California (USC), Génétique Humaine et Fonctions Cognitives, Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), Institute of Psychiatry, Psychology & Neuroscience, King's College London, King‘s College London, Department of Psychiatry, Donders Centre for Neuroscience, Radboud university [Nijmegen]-Radboud University Medical Center [Nijmegen]-Radboud university [Nijmegen]-Radboud University Medical Center [Nijmegen], Genetic Epidemiology Lab [Brisbane], Queensland Institute of Medical Research, Universidad Complutense de Madrid = Complutense University of Madrid [Madrid] (UCM), KG Jebsen Centre for Psychosis Research, University of Oslo (UiO)-Institute of Clinical Medicine-Oslo University Hospital [Oslo], Dalhousie University [Halifax], Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland (RCSI), Department of Genetics, Southwest Foundation for Biomedical Research, Departamento de Matemática Pura, Faculdade de Ciências (UNIVERSIDADE DO PORTO), Universidade do Porto = University of Porto, Department of Psychiatry and Psychotherapy, University of Edinburgh, Center for Sepsis Control & Care, Jena University Hospital, Division Genetic Epidemiology in Psychiatry, Central Institute of Mental Health [Mannheim], Medical Faculty [Mannheim]-Medical Faculty [Mannheim], Texas Biomedical Research Institute [San Antonio, TX], Donders Institute for Brain, Cognition and Behaviour, Radboud university [Nijmegen], Brain Center Rudolf Magnus, Department of Psychiatry, UMC Utrecht, Utrecht 3584 CX, The Netherlands, Radboud University Medical Center [Nijmegen], Department of Psychiatry [Boston], Massachusetts General Hospital [Boston], Karakter Child and Adolescent Psychiatry University Centre [Nijmegen], N.I. Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow 119333, Russia, Human Genetics Branch, National Institutes of Health [Bethesda] (NIH)-National Institute of Mental Health (NIMH), Department of Genomics, Douglas Mental Health University Institute, McGill University = Université McGill [Montréal, Canada], sans affiliation, Università degli Studi di Salermo, Università degli Studi di Salerno (UNISA), Centro de Investigación Biomédica en Red Salud Mental [Madrid] (CIBER-SAM), Bijvoet Center of Biomolecular Research [Utrecht], Utrecht University [Utrecht], Biological Psychology, Neuroscience Campus Amsterdam & EMGO Institute for Health and Care Research, VU University & VU Medical Center, Amsterdam 1081 BT, The Netherlands, Department of Neurology, Hôpital Erasme [Bruxelles] (ULB), Faculté de Médecine [Bruxelles] (ULB), Université libre de Bruxelles (ULB)-Université libre de Bruxelles (ULB)-Faculté de Médecine [Bruxelles] (ULB), Université libre de Bruxelles (ULB)-Université libre de Bruxelles (ULB), Department of Psychiatry [Pittsburgh], University of Pittsburgh School of Medicine, Pennsylvania Commonwealth System of Higher Education (PCSHE)-Pennsylvania Commonwealth System of Higher Education (PCSHE), School of Psychology, University of Queensland, University of Queensland [Brisbane], Department of Hematology, 'Ion Chiricuta' Cancer Institute, University of Oslo (UiO), The University of Texas Health Science Center at Houston (UTHealth), MetaGenoPolis, Institut National de la Recherche Agronomique (INRA), Department of Psychiatry, Division of Medical Psychology, Champalimaud Neuroscience Programme, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indiana University System-Indiana University System, Language and Genetics Department [Nijmegen], Max Planck Institute for Psycholinguistics, Max-Planck-Gesellschaft-Max-Planck-Gesellschaft, Icahn School of Medicine at Mount Sinai [New York] (MSSM), Division of Hemato-Oncology, Saint Anna Children's Hospital [Vienne] = St Anna Kinderspital (St. Anna Children's Hospital), Psychiatry and Psychotherapy, Service NEUROSPIN (NEUROSPIN), Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), University of Vermont [Burlington], Haukeland University Hospital, University of Bergen (UiB), Dpt of Psychiatry [New Haven], Yale School of Medicine [New Haven, Connecticut] (YSM), Laboratory of Molecular Neuropsychiatry, Athinoula A. Martinos Center for Biomedical Imaging, Harvard Medical School [Boston] (HMS)-Massachusetts General Hospital [Boston], HELIOS Klinikum Stralsund Hanseatic-Greifswald University Hospital, Department of Geriatric Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Universität Heidelberg [Heidelberg], International Max Planck Research School for Language Sciences (IMPRS ), Lancaster University, Georgia Institute of Technology [Atlanta], Greifswald University Hospital, Charité - UniversitätsMedizin = Charité - University Hospital [Berlin], Clinical Research Unit, Brain & Mind Research Institute-The University of Sydney, Department of Psychiatry, University of Iowa, University of Iowa [Iowa City], Max Planck Institute of Psychiatry, Max-Planck-Gesellschaft, University Medical Center Groningen [Groningen] (UMCG), Interfaculty Institute for Genetics and Functional Genomics, Universität Greifswald - University of Greifswald, Mental Health Sciences Unit, University College of London [London] (UCL), University Medical Center [Utrecht], Department of Radiology [Rochester], Mayo Clinic [Rochester], Department of Clinical Neurology [Oxford], University of Oxford [Oxford]-FMRIB Centre- John Radcliffe Hospital [Oxford University Hospital], Centre for the Cellular Basis of Behavior, Bureau d'Économie Théorique et Appliquée (BETA), Institut National de la Recherche Agronomique (INRA)-Université de Strasbourg (UNISTRA)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), Department of Medicine, Imperial College London, MetaCase [Jyväskylä], Structure et Réactivité des Systèmes Moléculaires Complexes (SRSMC), Institut de Chimie du CNRS (INC)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), University of Maryland [Baltimore County] (UMBC), University of Maryland System-University of Maryland System-University of Maryland School of Medicine, University of Maryland System, Sahlgrenska Academy at University of Gothenburg [Göteborg], Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Université de Cergy Pontoise (UCP), Université Paris-Seine, National Institutes of Health [Bethesda] (NIH), Department of Forensic and Neurodevelopmental Sciences, University of California [Irvine] (UCI), University of California, Neuroimagerie en psychiatrie (U1000), Université Paris-Sud - Paris 11 (UP11)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Descartes - Paris 5 (UPD5)-Institut National de la Santé et de la Recherche Médicale (INSERM), Clinical And Experimental Epilepsy, Centre for Healthy Brain Ageing, School of Psychiatry, Faculty of Medicine, University of New South Wales, Sydney, Australia, Department of Life Sciences, Mathematical Sciences Institute (MSI), Australian National University (ANU), Centre for Advanced Imaging, Division of Mental Health and Addiction, Oslo University Hospital [Oslo], VU University Medical Center [Amsterdam], Metacohorts Consortium, Translational Centre for Regenerative Medicine (TRM), Department of Cell Therapy, Universität Leipzig [Leipzig]-Universität Leipzig [Leipzig], Institute of Clinical Chemistry and Laboratory Medicine, Indiana Alzheimer Disease Center, Department of Statistics [Warwick], University of Warwick [Coventry], Department of Health Science, Division of Health and Rehabilitation, Luleå University of Technology (LUT), University Medical Center [Utrecht]-Brain Center Rudolf Magnus, McConnell Brain Imaging Centre (MNI), Montreal Neurological Institute and Hospital, McGill University = Université McGill [Montréal, Canada]-McGill University = Université McGill [Montréal, Canada], Departments of Physiology and Nutritional Sciences, University of Toronto, Toronto, Canada, Technische Universität Dresden = Dresden University of Technology (TU Dresden), Modelling brain structure, function and variability based on high-field MRI data (PARIETAL), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Statistical Genetics Group, Respiratory Epidemiology and Public Health, Imperial College London-School of public health, The University of Hong Kong (HKU)-The University of Hong Kong (HKU)-MRC-HPA Centre for Environment and Health, Donders Center for Cognitive Neuroimaging, Donders Centre for Cognitive Neuroimaging, Radboud university [Nijmegen]-Radboud university [Nijmegen], Institut Parisien de Chimie Moléculaire (IPCM), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS), Centre for Healthy Brain Ageing, University of New South Wales [Sydney] (UNSW), Umeå Centre for Functional Brain Imaging (UFBI), Umeå University, Umeå 901 87, Sweden, University of Pennsylvania [Philadelphia], Department of Cognitive Sciences [San Diego], University of California [San Diego] (UC San Diego), Indiana University System, Natbrainlab, Department of Forensic and Neurodevelopmental Sciences, Institute of psychiatry-King‘s College London, Institute of Neurology [London], Laboratoire des symbioses tropicales et méditerranéennes (UMR LSTM), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Université Montpellier 1 (UM1)-Institut de Recherche pour le Développement (IRD)-Institut National de la Recherche Agronomique (INRA)-Université Montpellier 2 - Sciences et Techniques (UM2)-Université de Montpellier (UM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Stanley Center for Psychiatric Research, Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston]-Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], King Faisal Specialist Hospital and Research Centre, Georgia State University, University System of Georgia (USG), Department of Psychiatry and Human Behavior [Irvine], Leiden University Medical Center (LUMC), Institute for Community Medicine, School of Music and Music Education (UNSW), Science & Technology Information Institute, Shandong Academy of Agricultural Science, University of California [San Francisco] (UCSF), Department of Physics [Hong Kong University of Science and Technology], Hong Kong University of Science and Technology (HKUST), Department of Psychology [Oslo], Faculty of Social Sciences [Oslo], University of Oslo (UiO)-University of Oslo (UiO), Research Laboratory for Archaeology & the History of Art, German Research Center for Neurodegenerative Diseases - Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), Dundee Technopole, CXR Biosciences Ltd, Georg-August-University [Göttingen], Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney 2052, Australia, Prince of Wales Medical Research Institute, Center for Neurobehavioral Genetics, Wales Institute of Cognitive Neuroscience, Cardiff University, Complutense University of Madrid (UCM), Universidade do Porto [Porto], Texas Biomedical Research Institute [San Antonio, Texas], Karakter Child and Adolescent Psychiatry University Centre, McGill University, Bijvoet Center of Biomolecular Research, Université Libre de Bruxelles [Bruxelles] (ULB)-Hôpital Erasme (Bruxelles), St. Anna Children's Hospital, Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay, University of Bergen (UIB), Yale University School of Medicine, Massachusetts General Hospital [Boston]-Harvard Medical School [Boston] (HMS), Charité - Universitätsmedizin Berlin / Charite - University Medicine Berlin, Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS), Université Paris Descartes - Paris 5 (UPD5)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Sud - Paris 11 (UP11), McGill University-McGill University, Technische Universität Dresden (TUD), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Inria Saclay - Ile de France, Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC), Department of Physics [Kowloon], University of California (UC)-University of California (UC), QIMR Berghofer Medical Research Institute, Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), Department of Clinical Neurosciences, Neurology Division, Karolinska Institutet, Karolinska University Hospital [Stockholm], Pennsylvania Commonwealth System of Higher Education (PCSHE), Northwestern University [Chicago, Ill. USA], Norwegian Centre for Mental Disorders Research [Oslo] (NORMENT), University of Oslo (UiO)-Haukeland University Hospital, University of Bergen (UiB)-University of Bergen (UiB)-Oslo University Hospital [Oslo], Ernst-Moritz-Arndt-Universität Greifswald, School of Mathematics and Statistics, Brain Research Imaging Centre, Imaging Sciences, University Hospital Carl Gustav Carus [Dresden, Germany], Semel Institute for Neuroscience and Human Behavior [Los Angeles, Ca], Institute of Clinical Medicine [Oslo], Faculty of Medicine [Oslo], Royal Hospital for Sick Children [Edinburgh], Department of General Practice/EMGO Institute, Centre for Cognitive Ageing and Cognitive Epidemiology (CCACE), University of Edinburgh-Medical Research Council (MRC), Radboud University [Nijmegen], Brain Centre Rudolf Magnus [Utrecht], Department of Human Genetics [Nijmegen], Psychiatric and Neurodevelopmental Genetics Unit, Harvard University, Russian Academy of Sciences [Moscow] (RAS), The University of New Mexico [Albuquerque], The Mind Research Network, Department of Electrical and Computer Engineering [Albuquerque] (ECE Department), National University of Ireland [Galway] (NUI Galway), University of California (UC), Institute of Psychological Medicine and Clinical Neurosciences, Centre for Addiction and Mental Health [Toronto] (CAMH), Institute of Biomaterials and Biomedical Engineering [Toronto, ON, Canada] (IBBME), University of Toronto, Stanford School of Medicine [Stanford], Stanford Medicine, Stanford University-Stanford University, Universität Bonn = University of Bonn, Jülich Research Centre, University of Basel (Unibas), Centre de recherche du CHU Sainte-Justine / Research Center of the Sainte-Justine University Hospital [Montreal, Canada], Université de Montréal (UdeM)-CHU Sainte Justine [Montréal], Fundación Marqués de Valdecilla-Instituto de Formación e Investigación Marqués de Valdecilla (IFIMAV), Centre for Cognitive Ageing and Cognitive Epidemiology, Trinity College Dublin, Department of Psychiatry Massachusetts General Hospital (MGH), South Texas Veterans Health Care System, San Antonio, Texas 78229, USA, University Hospital Regensburg, Hartford Hospital, University of Oxford, HELIOS Klinikum Stralsund Hanseatic, University of Heidelberg, Medical Faculty, Georg-August-University = Georg-August-Universität Göttingen, University of Pennsylvania, McMaster University [Hamilton, Ontario], UCL, Institute of Neurology [London], Brain and Mind Research Institute, University of Technology Sydney (UTS), Diakonhjemmet Hospital, University of Maryland School of Medicine, Oakland University, University of Rochester School of Medicine, Oxford Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), South London and Maudsley NHS Foundation Trust, Institute for Molecular Medicine Finland [Helsinki] (FIMM), Helsinki Institute of Life Science (HiLIFE), Helsingin yliopisto = Helsingfors universitet = University of Helsinki-Helsingin yliopisto = Helsingfors universitet = University of Helsinki, University of Maryland [Baltimore], Neuroscience Research Australia (NeuRA), University of Gothenburg (GU), Karolinska Institutet [Stockholm], Vanderbilt University [Nashville], University of Missouri [Columbia] (Mizzou), University of Missouri System, Service Hospitalier Frédéric Joliot (SHFJ), Université Paris-Sud - Paris 11 (UP11)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de la Santé et de la Recherche Médicale (INSERM), Clinatec - Centre de recherche biomédicale Edmond J.Safra (SCLIN), Commissariat à l'énergie atomique et aux énergies alternatives - Laboratoire d'Electronique et de Technologie de l'Information (CEA-LETI), Direction de Recherche Technologique (CEA) (DRT (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Direction de Recherche Technologique (CEA) (DRT (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Joseph Fourier - Grenoble 1 (UJF)-Centre Hospitalier Universitaire [Grenoble] (CHU)-Institut National de la Santé et de la Recherche Médicale (INSERM), Department of Neuroscience, Yale University School of Medicine, Columbia University Medical Center (CUMC), Columbia University [New York], University of Nottingham, UK (UON), University of California [Irvine] (UC Irvine), Università degli Studi di Milano = University of Milan (UNIMI), Hotchkiss Brain Institute, University of Calgary, Oslo and Akershus University College of Applied Sciences [Oslo] (HiOA), Centre for Healthy Brain Ageing (CHeBA), School of Psychiatry, UNSW Medicine, University of New South Wales, Sydney, Aarhus University [Aarhus], Sorlandet Hospital HF, University Hospital Mannheim | Universitätsmedizin Mannheim, Centre for Advanced Imaging [Brisbane] (CAI), Ludwig Maximilian University [Munich] (LMU), Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, The University of Western Australia (UWA), University of Minnesota [Morris], University of Minnesota System, Munich Cluster for systems neurology [Munich] (SyNergy), Technische Universität Munchen - Université Technique de Munich [Munich, Allemagne] (TUM)-Ludwig-Maximilians-Universität München (LMU), The University of Texas Medical School at Houston, Indiana State University, Stockholm Brain Institute [Stockholm, Sweden], Stockholm University, Umeå University, University of Texas Health Science Center, Department of Clinical Neuropsychology, University of Amsterdam [Amsterdam] (UvA), Rotman Research Institute at the Baycrest Centre (RRI), The Hospital for sick children [Toronto] (SickKids), University of Pittsburgh (PITT), University of California [Berkeley] (UC Berkeley), King's College, Reta Lila Weston Institute, UCL Institute of Neurology, Department of Molecular Neuroscience, University College of London [London] (UCL)-Institute of Neurology, University of Cantabria, Santander, Research Triangle Institute International (RTI International), Martin-Luther-Universität Halle Wittenberg (MLU), Prince of Wales Hospital, Karolinska Institute, Laureate institute for brain research, Tulsa, University of Tulsa, Department of Cognitive Sciences [Univ California San Diego] (CogSci - UC San Diego), University of Minnesota Medical School, Beth Israel Deaconess Medical Center [Boston] (BIDMC), Harvard Medical School [Boston] (HMS), Maudsley NHS Foundation Trust and Institute of Psychiatry, NIHR Biomedical Research Centre [London], Guy's and St Thomas' NHS Foundation Trust-King‘s College London, Edinburgh Dementia Prevention & Centre for Clinical Brain Sciences, Center for Human Genetic Research, VA NY Harbor Health Care System, Alzheimer Scotland Dementia Research Centre, Department of Psychiatry and Behavioral Neuroscience [UC, Cincinnati], University of Cincinnati (UC), University of Cincinnati College of Medicine, Marqués de Valdecilla University Hospital [Santander], King Faisal Specialist Hospital and Resarch Centre [Riyadh, Saudi Arabia] (KFSHRC), Psychiatry and Leiden Institute for Brain and Cognition, Universiteit Leiden-Universiteit Leiden, Universiteit Leiden, Department of Biological Psychology [Amsterdam], Vrije Universiteit Amsterdam [Amsterdam] (VU), The Centre for Regenerative Medicine, Berlin School of Mind and Brain [Berlin], Humboldt University Of Berlin, University of California [San Francisco] (UC San Francisco), School of Chemistry, University of Edinburgh, Department of Public Health, Erasmus University Medical Centre, Rotterdam, Erasmus University Medical Centre, Rotterdam, Department of Psychiatry and Biobehavioral Sciences, University of Exeter, Janssen Research & Development, A complete listing of ADNI investigators is available at http://adni.loni.usc.edu/wp-content/uploads/how_to_apply/ADNI_Acknowledgement_List.pdf The work reviewed here was funded by a large number of federal and private agencies worldwide, listed in Stein et al. (2012), the funding for listed consortia is also itemized in Stein et al. (2012)., Medical Oncology, Epidemiology, Clinical Chemistry, Cardiology, Neurosciences, Child and Adolescent Psychiatry / Psychology, Radboud University Medical Center [Nijmegen]-Radboud university [Nijmegen]-Radboud University Medical Center [Nijmegen]-Radboud university [Nijmegen], Universidade do Porto, FMRIB Centre- John Radcliffe Hospital [Oxford University Hospital]-University of Oxford [Oxford], Université de Lorraine (UL)-Université de Strasbourg (UNISTRA)-Institut National de la Recherche Agronomique (INRA)-Centre National de la Recherche Scientifique (CNRS), Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS)-Institut de Chimie du CNRS (INC), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Descartes - Paris 5 (UPD5)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Sud - Paris 11 (UP11), Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-Service NEUROSPIN (NEUROSPIN), Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences, Smoller, Jordan, Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Centre Hospitalier Universitaire [Grenoble] (CHU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Grenoble Alpes [2016-2019] (UGA [2016-2019]), ANS - Amsterdam Neuroscience, Adult Psychiatry, Other departments, University of Oxford [Oxford]- John Radcliffe Hospital [Oxford University Hospital]-FMRIB Centre, and Université Paris-Sud - Paris 11 (UP11)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Descartes - Paris 5 (UPD5)

Subjects
endocrine system, Multi-site, Cognitive Neuroscience, [SDV]Life Sciences [q-bio], body-mass index, Clinical Neurology, multivariate parallel ica, Neuroimaging, methods [Genome-Wide Association Study], human brain structure, methods [Brain Mapping], Behavioral Neuroscience, Cellular and Molecular Neuroscience, ddc:150, Meta-Analysis as Topic, cortical surface-area, Genetics, voxel-based morphometry, GWAS, Humans, Cooperative Behavior, disease risk variant, Brain Mapping, MRI, Consortium, Meta-analysis, white-matter microstructure, SI: Genetic Neuroimaging in Aging and Age-Related Diseases, Psychiatry and Mental health, Neurology, Radiology Nuclear Medicine and imaging, quantitative trait loci, RC0321, genome-wide association, [SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC], tensor-based morphometry, methods [Neuroimaging], Genome-Wide Association Study
Abstract

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. This 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.

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