Publication:
Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population.

dc.contributor.authorChand, Ganesh B
dc.contributor.authorSinghal, Pankhuri
dc.contributor.authorDwyer, Dominic B
dc.contributor.authorWen, Junhao
dc.contributor.authorErus, Guray
dc.contributor.authorDoshi, Jimit
dc.contributor.authorSrinivasan, Dhivya
dc.contributor.authorMamourian, Elizabeth
dc.contributor.authorVarol, Erdem
dc.contributor.authorSotiras, Aristeidis
dc.contributor.authorHwang, Gyujoon
dc.contributor.authorDazzan, Paola
dc.contributor.authorKahn, Rene S
dc.contributor.authorSchnack, Hugo G
dc.contributor.authorZanetti, Marcus V
dc.contributor.authorMeisenzahl, Eva
dc.contributor.authorBusatto, Geraldo F
dc.contributor.authorCrespo-Facorro, Benedicto
dc.contributor.authorPantelis, Christos
dc.contributor.authorWood, Stephen J
dc.contributor.authorZhuo, Chuanjun
dc.contributor.authorShinohara, Russell T
dc.contributor.authorShou, Haochang
dc.contributor.authorFan, Yong
dc.contributor.authorKoutsouleris, Nikolaos
dc.contributor.authorKaczkurkin, Antonia N
dc.contributor.authorMoore, Tyler M
dc.contributor.authorVerma, Anurag
dc.contributor.authorCalkins, Monica E
dc.contributor.authorGur, Raquel E
dc.contributor.authorGur, Ruben C
dc.contributor.authorRitchie, Marylyn D
dc.contributor.authorSatterthwaite, Theodore D
dc.contributor.authorWolf, Daniel H
dc.contributor.authorDavatzikos, Christos
dc.date.accessioned2023-05-03T13:32:14Z
dc.date.available2023-05-03T13:32:14Z
dc.date.issued2022-04-12
dc.description.abstractThe prevalence and significance of schizophrenia-related phenotypes at the population level is debated in the literature. Here, the authors assessed whether two recently reported neuroanatomical signatures of schizophrenia-signature 1, with widespread reduction of gray matter volume, and signature 2, with increased striatal volume-could be replicated in an independent schizophrenia sample, and investigated whether expression of these signatures can be detected at the population level and how they relate to cognition, psychosis spectrum symptoms, and schizophrenia genetic risk. This cross-sectional study used an independent schizophrenia-control sample (N=347; ages 16-57 years) for replication of imaging signatures, and then examined two independent population-level data sets: typically developing youths and youths with psychosis spectrum symptoms in the Philadelphia Neurodevelopmental Cohort (N=359; ages 16-23 years) and adults in the UK Biobank study (N=836; ages 44-50 years). The authors quantified signature expression using support-vector machine learning and compared cognition, psychopathology, and polygenic risk between signatures. Two neuroanatomical signatures of schizophrenia were replicated. Signature 1 but not signature 2 was significantly more common in youths with psychosis spectrum symptoms than in typically developing youths, whereas signature 2 frequency was similar in the two groups. In both youths and adults, signature 1 was associated with worse cognitive performance than signature 2. Compared with adults with neither signature, adults expressing signature 1 had elevated schizophrenia polygenic risk scores, but this was not seen for signature 2. The authors successfully replicated two neuroanatomical signatures of schizophrenia and describe their prevalence in population-based samples of youths and adults. They further demonstrated distinct relationships of these signatures with psychosis symptoms, cognition, and genetic risk, potentially reflecting underlying neurobiological vulnerability.
dc.identifier.doi10.1176/appi.ajp.21070686
dc.identifier.essn1535-7228
dc.identifier.pmcPMC9444886
dc.identifier.pmid35410495
dc.identifier.pubmedURLhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9444886/pdf
dc.identifier.unpaywallURLhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9444886
dc.identifier.urihttp://hdl.handle.net/10668/20207
dc.issue.number9
dc.journal.titleThe American journal of psychiatry
dc.journal.titleabbreviationAm J Psychiatry
dc.language.isoen
dc.organizationHospital Universitario Virgen del Rocío
dc.organizationInstituto de Biomedicina de Sevilla-IBIS
dc.page.number650-660
dc.pubmedtypeJournal Article
dc.pubmedtypeResearch Support, N.I.H., Extramural
dc.rights.accessRightsopen access
dc.subjectGenetics/Genomics
dc.subjectMachine Learning
dc.subjectNeuroanatomy
dc.subjectNeuroimaging
dc.subjectPolygenic Risk Scores
dc.subjectSchizophrenia Spectrum and Other Psychotic Disorders
dc.subject.meshCognition
dc.subject.meshCross-Sectional Studies
dc.subject.meshGray Matter
dc.subject.meshHumans
dc.subject.meshPsychotic Disorders
dc.subject.meshSchizophrenia
dc.titleSchizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population.
dc.typeresearch article
dc.type.hasVersionAM
dc.volume.number179
dspace.entity.typePublication

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