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Reproducible grey m...
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Schwarz, EHeidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Psychiat & Psychotherapy, Mannheim, Germany.,Karolinska Inst, Dept Physiol & Pharmacol, Stockholm, Sweden.
(författare)
Reproducible grey matter patterns index a multivariate, global alteration of brain structure in schizophrenia and bipolar disorder
- Artikel/kapitelEngelska2019
Förlag, utgivningsår, omfång ...
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2019-01-17
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Springer Science and Business Media LLC,2019
Nummerbeteckningar
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LIBRIS-ID:oai:prod.swepub.kib.ki.se:141248440
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http://kipublications.ki.se/Default.aspx?queryparsed=id:141248440URI
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https://doi.org/10.1038/s41398-018-0225-4DOI
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https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-440716URI
Kompletterande språkuppgifter
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Språk:engelska
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Sammanfattning på:engelska
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Klassifikation
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Ämneskategori:ref swepub-contenttype
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Ämneskategori:art swepub-publicationtype
Anmärkningar
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Schizophrenia is a severe mental disorder characterized by numerous subtle changes in brain structure and function. Machine learning allows exploring the utility of combining structural and functional brain magnetic resonance imaging (MRI) measures for diagnostic application, but this approach has been hampered by sample size limitations and lack of differential diagnostic data. Here, we performed a multi-site machine learning analysis to explore brain structural patterns of T1 MRI data in 2668 individuals with schizophrenia, bipolar disorder or attention-deficit/ hyperactivity disorder, and healthy controls. We found reproducible changes of structural parameters in schizophrenia that yielded a classification accuracy of up to 76% and provided discrimination from ADHD, through it lacked specificity against bipolar disorder. The observed changes largely indexed distributed grey matter alterations that could be represented through a combination of several global brain-structural parameters. This multi-site machine learning study identified a brain-structural signature that could reproducibly differentiate schizophrenia patients from controls, but lacked specificity against bipolar disorder. While this currently limits the clinical utility of the identified signature, the present study highlights that the underlying alterations index substantial global grey matter changes in psychotic disorders, reflecting the biological similarity of these conditions, and provide a roadmap for future exploration of brain structural alterations in psychiatric patients.
Ämnesord och genrebeteckningar
Biuppslag (personer, institutioner, konferenser, titlar ...)
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Doan, NTNorwegian Centre for Mental Disorders Research (NORMENT), KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
(författare)
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Pergola, GUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.,Univ Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.
(författare)
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Westlye, LTUniv Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.;Univ Oslo, Dept Psychol, Oslo, Norway.
(författare)
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Kaufmann, TUniv Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.
(författare)
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Wolfers, TRadboud Univ Nijmegen, Dept Human Genet, Med Ctr, Nijmegen, Netherlands.;Radboud Univ Nijmegen, Donders Ctr Cognit Neuroimaging, Nijmegen, Netherlands.
(författare)
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Brecheisen, RMaastricht Univ, Med Ctr, Maastricht, Netherlands.
(författare)
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Quarto, TUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.;Univ Helsinki, Dept Psychol & Logoped, Cognit Brain Res Unit, Fac Med, Helsinki, Finland.
(författare)
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Ing, AJKings Coll London, Ctr Populat Neurosci & Stratified Med PONS, London, England.;Kings Coll London, MRC SGDP Ctr, Inst Psychiat Psychol & Neurosci, London, England.,Univ Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.;Karolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.;Diakonhjemmet Hosp, Dept Psychiat Res, Oslo, Norway.
(författare)
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Di Carlo, PUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.
(författare)
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Gurholt, TP
(författare)
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Harms, RLBrain Innovat BV, Maastricht, Netherlands.,Univ Edinburgh, Royal Edinburgh Hosp, Div Psychiat, Edinburgh EH10 5HF, Midlothian, Scotland.
(författare)
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Noirhomme, QBrain Innovat BV, Maastricht, Netherlands.
(författare)
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Moberget, TUniv Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.,Univ Southern Calif, Stevens Inst Neuroimaging & Informat, Imaging Genet Ctr, Los Angeles, CA USA.
(författare)
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Agartz, IKarolinska Institutet,Univ Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.;Karolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.;Diakonhjemmet Hosp, Dept Psychiat Res, Oslo, Norway.
(författare)
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Andreassen, OAUniv Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.
(författare)
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Bellani, MAzienda Osped Univ Integrata Verona, Sect Psychiat, Verona, VR, Italy.;Univ Verona, Dept Neurosci Biomed & Movements Sci, Verona, VR, Italy.
(författare)
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Bertolino, AUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.;Azienda Osped Univ Consorziale Policlin Bari, Policlin Bari, Inst Psichiatry, Bari, BA, Italy.
(författare)
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Blasi, GUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.;Azienda Osped Univ Consorziale Policlin, Bari, Italy.
(författare)
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Brambilla, PUniv Milan, Fdn IRCCS Ca Granda Osped Maggiore Policlin, Dept Neurosci & Mental Hlth, Milan, Italy.
(författare)
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Buitelaar, JKRadboudumc, Donders Inst Brain Cognit & Behav, Nijmegen, Netherlands.;Karakter Child & Adolescent Psychiat Univ Ctr, Nijmegen, Netherlands.
(författare)
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Cervenka, SimonKarolinska Institutet,Karolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.(Swepub:uu)simce160
(författare)
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Flyckt, LKarolinska Institutet,Karolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.
(författare)
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Frangou, SIcahn Sch Med Mt Sinai, Dept Psychiat, New York, NY 10029 USA.
(författare)
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Franke, BRadboudumc, Donders Inst Brain Cognit & Behav, Nijmegen, Netherlands.;Radboud Univ Nijmegen, Dept Human Genet, Med Ctr, Nijmegen, Netherlands.;Radboud Univ Nijmegen, Dept Psychiat, Med Ctr, Nijmegen, Netherlands.
(författare)
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Hall, JCardiff Univ, Neurosci & Mental Hlth Res Inst, Maindy Rd, Cardiff CF24 4HQ, S Glam, Wales.
(författare)
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Heslenfeld, DJVrije Univ Amsterdam, Dept Cognit Psychol, Amsterdam, Netherlands.
(författare)
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Kirsch, PHeidelberg Univ, Cent Inst Mental Hlth, Med Fac Mannheim, Dept Clin Psychol, Heidelberg, Germany.;Bernstein Ctr Computat Neurosci Heidelberg Mannhe, Mannheim, Germany.
(författare)
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McIntosh, AMUniv Edinburgh, Royal Edinburgh Hosp, Div Psychiat, Edinburgh EH10 5HF, Midlothian, Scotland.;Univ Edinburgh, Ctr Cognit Ageing & Cognit Epidemiol, George Sq, Edinburgh EH8 9JZ, Midlothian, Scotland.,Karolinska Inst, Dept Physiol & Pharmacol, Stockholm, Sweden.
(författare)
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Nothen, MMUniv Bonn, Sch Med, Inst Human Genet, Bonn, Germany.;Univ Hosp Bonn, Bonn, Germany.;Univ Bonn, Dept Genom, Life & Brain Ctr, Bonn, Germany.
(författare)
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Papassotiropoulos, AUniv Basel, Dept Psychol, Div Mol Neurosci, CH-4055 Basel, Switzerland.;Univ Basel, Transfac Res Platform Mol & Cognit Neurosci, Basel, Switzerland.;Univ Basel, Psychiat Univ Clin, CH-4055 Basel, Switzerland.;Univ Basel, Dept Biozentrum, Life Sci Training Facil, CH-4056 Basel, Switzerland.
(författare)
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de Quervain, DJFUniv Basel, Transfac Res Platform Mol & Cognit Neurosci, Basel, Switzerland.;Univ Basel, Psychiat Univ Clin, CH-4055 Basel, Switzerland.;Univ Basel, Dept Psychol, Div Cognit Neurosci, CH-4055 Basel, Switzerland.,Univ Bonn, Dept Genom, Life & Brain Ctr, Bonn, Germany.,Heidelberg Univ, Cent Inst Mental Hlth, Med Fac Mannheim, Dept Genet Epidemiol Psychiat, Heidelberg, Germany.
(författare)
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Rietschel, MHeidelberg Univ, Cent Inst Mental Hlth, Med Fac Mannheim, Dept Genet Epidemiol Psychiat, Heidelberg, Germany.
(författare)
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Schumann, GKings Coll London, Ctr Populat Neurosci & Stratified Med PONS, London, England.;Kings Coll London, MRC SGDP Ctr, Inst Psychiat Psychol & Neurosci, London, England.
(författare)
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Tost, HHeidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Psychiat & Psychotherapy, Mannheim, Germany.
(författare)
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Witt, SHHeidelberg Univ, Cent Inst Mental Hlth, Med Fac Mannheim, Dept Genet Epidemiol Psychiat, Heidelberg, Germany.,Univ Bonn, Sch Med, Inst Human Genet, Bonn, Germany.;Univ Hosp Bonn, Bonn, Germany.;Univ Bonn, Dept Genom, Life & Brain Ctr, Bonn, Germany.;Univ Basel, Dept Biomed, Basel, Switzerland.;Univ Basel, Inst Med Genet & Pathol, Human Genom Res Grp, Basel, Switzerland.;Univ Basel, Div Med Genet, Dept Biomed, Basel, Switzerland.;Univ Hosp Basel, Basel, Switzerland.
(författare)
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Zink, MHeidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Psychiat & Psychotherapy, Mannheim, Germany.;Dist Hosp Mittelfranken, Dept Psychiat Psychotherapy & Psychosomat, Ansbach, Germany.
(författare)
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Meyer-Lindenberg, AHeidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Psychiat & Psychotherapy, Mannheim, Germany.
(författare)
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Bettella, FUniv Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.
(författare)
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Brandt, CLUniv Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.
(författare)
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Clarke, TKUniv Edinburgh, Royal Edinburgh Hosp, Div Psychiat, Edinburgh EH10 5HF, Midlothian, Scotland.
(författare)
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Coynel, DUniv Basel, Transfac Res Platform Mol & Cognit Neurosci, Basel, Switzerland.;Univ Basel, Dept Psychol, Div Cognit Neurosci, CH-4055 Basel, Switzerland.
(författare)
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Degenhardt, F
(författare)
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Djurovic, SUniv Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.;Oslo Univ Hosp, Dept Med Genet, Oslo, Norway.
(författare)
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Eisenacher, SHeidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Psychiat & Psychotherapy, Mannheim, Germany.,Univ Oslo, Inst Clin Med, Norwegian Ctr Mental Disorders Res NORMENT, KG Jebsen Ctr Psychosis Res,Div Mental Hlth & Add, Oslo, Norway.,Univ Edinburgh, Royal Edinburgh Hosp, Div Psychiat, Edinburgh EH10 5HF, Midlothian, Scotland.
(författare)
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Fastenrath, MUniv Basel, Transfac Res Platform Mol & Cognit Neurosci, Basel, Switzerland.;Univ Basel, Dept Psychol, Div Cognit Neurosci, CH-4055 Basel, Switzerland.
(författare)
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Fatouros-Bergman, HKarolinska Institutet,Karolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.
(författare)
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Forstner, AJUniv Bonn, Sch Med, Inst Human Genet, Bonn, Germany.;Univ Hosp Bonn, Bonn, Germany.;Univ Bonn, Dept Genom, Life & Brain Ctr, Bonn, Germany.;Univ Basel, Dept Biomed, Human Genom Res Grp, Basel, Switzerland.;Univ Basel, Dept Psychiat UPK, Basel, Switzerland.;Univ Hosp Basel, Inst Med Genet & Pathol, Basel, Switzerland.
(författare)
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Frank, J
(författare)
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Gambi, FG DAnnunzio Univ Chieti Pescara, Dept Neurosci Imaging & Clin Sci, Pescara, Italy.
(författare)
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Gelao, BUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.
(författare)
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Geschwind, LUniv Basel, Dept Psychol, Div Mol Neurosci, CH-4055 Basel, Switzerland.;Univ Basel, Transfac Res Platform Mol & Cognit Neurosci, Basel, Switzerland.
(författare)
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Di Giannantonio, MG DAnnunzio Univ Chieti Pescara, Dept Neurosci Imaging & Clin Sci, Pescara, Italy.;Natl Hlth Trust, Dept Mental Hlth, Chieti, Italy.
(författare)
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Di Giorgio, AUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.;Fdn Casa Sollievo Sofferenza IRCCS San Giovanni R, San Giovanni Rotondo, Italy.
(författare)
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Hartman, CAUniv Groningen, Univ Med Ctr Groningen, Interdisciplinary Ctr Psychopathol & Emot regulat, Dept Psychiat, Groningen, Netherlands.
(författare)
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Heilmann-Heimbach, SUniv Bonn, Dept Genom, Life & Brain Ctr, Bonn, Germany.
(författare)
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Herms, S
(författare)
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Hoekstra, PJUniv Groningen, Univ Med Ctr Groningen, Dept Child & Adolescent Psychiat, Groningen, Netherlands.
(författare)
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Hoffmann, PUniv Bonn, Sch Med, Inst Human Genet, Bonn, Germany.;Univ Hosp Bonn, Bonn, Germany.;Univ Bonn, Dept Genom, Life & Brain Ctr, Bonn, Germany.;Univ Basel, Dept Biomed, Basel, Switzerland.;Univ Basel, Inst Med Genet & Pathol, Human Genom Res Grp, Basel, Switzerland.;Univ Basel, Div Med Genet, Dept Biomed, Basel, Switzerland.;Univ Hosp Basel, Basel, Switzerland.
(författare)
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Hoogman, MRadboud Univ Nijmegen, Dept Human Genet, Med Ctr, Nijmegen, Netherlands.;Radboudumc, Donders Inst Brain Cognit & Behav, Nijmegen, Netherlands.
(författare)
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Jonsson, EGKarolinska Institutet,Univ Oslo, Dept Psychol, Oslo, Norway.;Karolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.,Karolinska Inst, Dept Physiol & Pharmacol, Stockholm, Sweden.
(författare)
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Loos, EUniv Basel, Transfac Res Platform Mol & Cognit Neurosci, Basel, Switzerland.;Univ Basel, Dept Psychol, Div Cognit Neurosci, CH-4055 Basel, Switzerland.
(författare)
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Maggioni, EUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.;Univ Milan, Fdn IRCCS Ca Granda Osped Maggiore Policlin, Dept Neurosci & Mental Hlth, Milan, Italy.
(författare)
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Oosterlaan, JEmma Childrens Hosp, Acad Med Ctr, Amsterdam, Netherlands.
(författare)
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Papalino, M
(författare)
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Rampino, AUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.
(författare)
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Romaniuk, L
(författare)
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Selvaggi, PUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.;Kings Coll London, Inst Psychiat Psychol & Neurosci, Dept Neuroimaging, London, England.
(författare)
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Sepede, GUniv Bari Aldo Moro, Dept Basic Med Sci Neurosci & Sense Organs, Bari, Italy.;G DAnnunzio Univ Chieti Pescara, Dept Neurosci Imaging & Clin Sci, Pescara, Italy.
(författare)
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Sonderby, IE
(författare)
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Spalek, KUniv Basel, Transfac Res Platform Mol & Cognit Neurosci, Basel, Switzerland.;Univ Basel, Dept Psychol, Div Cognit Neurosci, CH-4055 Basel, Switzerland.
(författare)
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Sussmann, JE
(författare)
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Thompson, PM
(författare)
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Vasquez, AARadboud Univ Nijmegen, Dept Human Genet, Med Ctr, Nijmegen, Netherlands.;Radboud Univ Nijmegen, Dept Psychiat, Med Ctr, Nijmegen, Netherlands.
(författare)
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Vogler, CUniv Basel, Dept Psychol, Div Mol Neurosci, CH-4055 Basel, Switzerland.;Univ Basel, Transfac Res Platform Mol & Cognit Neurosci, Basel, Switzerland.
(författare)
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Whalley, HUniv Edinburgh, Royal Edinburgh Hosp, Div Psychiat, Edinburgh EH10 5HF, Midlothian, Scotland.
(författare)
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Farde, LKarolinska Institutet,Karolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.
(författare)
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Flyckt, LKarolinska Institutet
(författare)
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Engberg, GKarolinska Institutet
(författare)
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Erhardt, SKarolinska Institutet
(författare)
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Fatouros-Bergman, HKarolinska Institutet
(författare)
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Cervenka, SKarolinska Institutet
(författare)
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Schwieler, LKarolinska Institutet,Karolinska Inst, Dept Physiol & Pharmacol, Stockholm, Sweden.
(författare)
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Agartz,
(författare)
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Collste, KKarolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.
(författare)
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Victorsson, PKarolinska Inst, Dept Clin Neurosci, Ctr Psychiat Res, Stockholm, Sweden.;Stockholm Cty Council, Stockholm, Sweden.
(författare)
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Malmqvist, AKarolinska Institutet
(författare)
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Hedberg, MKarolinska Inst, Dept Physiol & Pharmacol, Stockholm, Sweden.
(författare)
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Orhan, FKarolinska Institutet,Karolinska Inst, Dept Physiol & Pharmacol, Stockholm, Sweden.
(författare)
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Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Dept Psychiat & Psychotherapy, Mannheim, Germany.Karolinska Inst, Dept Physiol & Pharmacol, Stockholm, Sweden.
(creator_code:org_t)
Sammanhörande titlar
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Ingår i:Translational psychiatry: Springer Science and Business Media LLC9:1, s. 12-2158-3188
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Till lärosätets databas
- Av författaren/redakt...
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Schwarz, E
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Doan, NT
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Pergola, G
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Westlye, LT
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Kaufmann, T
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Wolfers, T
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visa fler...
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Brecheisen, R
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Quarto, T
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Ing, AJ
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Di Carlo, P
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Gurholt, TP
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Harms, RL
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Noirhomme, Q
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Moberget, T
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Agartz, I
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Andreassen, OA
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Bellani, M
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Bertolino, A
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Blasi, G
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Brambilla, P
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Buitelaar, JK
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Cervenka, Simon
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Flyckt, L
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Frangou, S
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Franke, B
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Hall, J
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Heslenfeld, DJ
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Kirsch, P
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McIntosh, AM
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Nothen, MM
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Papassotiropoulo ...
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de Quervain, DJF
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Rietschel, M
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Schumann, G
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Tost, H
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Witt, SH
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Zink, M
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Meyer-Lindenberg ...
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Bettella, F
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Brandt, CL
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Clarke, TK
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Coynel, D
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Degenhardt, F
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Djurovic, S
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Eisenacher, S
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Fastenrath, M
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Fatouros-Bergman ...
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Forstner, AJ
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Frank, J
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Gambi, F
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Gelao, B
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Geschwind, L
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Di Giannantonio, ...
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Di Giorgio, A
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Hartman, CA
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Heilmann-Heimbac ...
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Herms, S
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Hoekstra, PJ
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Hoffmann, P
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Hoogman, M
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Jonsson, EG
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Loos, E
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Maggioni, E
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Oosterlaan, J
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Papalino, M
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Rampino, A
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Romaniuk, L
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Selvaggi, P
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Sepede, G
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Sonderby, IE
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Spalek, K
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Sussmann, JE
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Thompson, PM
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Vasquez, AA
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Vogler, C
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Whalley, H
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Farde, L
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Engberg, G
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Erhardt, S
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Cervenka, S
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Schwieler, L
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Agartz,
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Collste, K
-
Victorsson, P
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Malmqvist, A
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Hedberg, M
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Orhan, F
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