Large-scale analysis of structural brain asymmetries in schizophrenia via the ENIGMA consortium.
Dick SchijvenMerel C PostemaMasaki FukunagaJunya MatsumotoKenichiro MiuraSonja M C de ZwarteNeeltje E M van HarenWiepke CahnHilleke E Hulshoff PolRené S KahnRosa Ayesa-ArriolaVictor Ortiz García de la FozDiana Tordesillas-GutiérrezJavier Váquez-BourgonBenedicto Crespo-FacorroDag AlnaesAndreas DahlLars Tjelta WestlyeIngrid AgartzOle Andreas AndreassenErik G JönssonPeter KochunovJason M BruggemannStanley V CattsPatricia T MichieBryan J MowryYann QuidéPaul E RasserUlrich SchallRodney J ScottVaughan J CarrMelissa J GreenFrans A HenskensCarmel M LoughlandChristos PantelisCynthia Shannon WeickertThomas W WeickertLieuwe de HaanKatharina BroschJulia-Katharina PfarrKai G RingwaldFrederike SteinAndreas JansenTilo T J KircherIgor NenadićBernd KrämerOliver GruberTheodore Daniel SatterthwaiteJuan BustilloDaniel H MathalonAdrian PredaVince D CalhounJudith M FordSteven G PotkinJingxu ChenYunlong TanZhiren WangHong XiangFengmei FanFabio BernardoniStefan EhrlichPaola Fuentes-ClaramonteMaria Angeles Garcia-LeonAmalia Guerrero-PedrazaRaymond SalvadorSalvador SarróEdith Pomarol-ClotetValentina CiulloFabrizio PirasDaniela VecchioNerisa BanajGianfranco SpallettaStijn MichielseTherese van AmelsvoortErin W DickieAristotle N VoineskosKang SimSimone CiufoliniPaola DazzanRobin M MurrayWoo-Sung KimYoung-Chul ChungChristina AndreouAndré SchmidtStefan BorgwardtAndrew M McIntoshHeather C WhalleyStephen M LawrieStefan du PlessisHilmar K LuckhoffFreda SchefflerRobin EmsleyDominik GrotegerdRebekka LencerUdo DannlowskiJesse T EdmondKelly Rootes-MurdyJulia M StephenAndrew R MayerLinda A AntonucciLeonardo FazioGiulio PergolaAlessandro BertolinoCovadonga M Díaz-CanejaJoost JanssenNoemi G LoisCelso ArangoAlexander S TomyshevIrina LebedevaSimon CervenkaCarl M SellgrenFoivos GeorgiadisMatthias KirschnerStefan KaiserTomas HajekAntonin SkochFilip SpanielMinah KimYoo Bin KwakSanghoon OhJun Soo KwonAnthony JamesGeor BakkerChristian KnöchelMichael StäbleinViola OertelAnne UhlmannFleur M HowellsDan J SteinHenk S TemminghAna M Diaz-ZuluagaJulian A Pineda-ZapataCarlos López-JaramilloStephanie HomanEllen JiWerner SurbeckPhilipp HomanSimon E FisherBarbara FrankeDavid C GlahnRuben E GurRyota HashimotoNeda JahanshadEileen LudersSarah E MedlandPaul M ThompsonJessica A TurnerTheo G M van ErpClyde FrancksPublished in: Proceedings of the National Academy of Sciences of the United States of America (2023)
Left-right asymmetry is an important organizing feature of the healthy brain that may be altered in schizophrenia, but most studies have used relatively small samples and heterogeneous approaches, resulting in equivocal findings. We carried out the largest case-control study of structural brain asymmetries in schizophrenia, with MRI data from 5,080 affected individuals and 6,015 controls across 46 datasets, using a single image analysis protocol. Asymmetry indexes were calculated for global and regional cortical thickness, surface area, and subcortical volume measures. Differences of asymmetry were calculated between affected individuals and controls per dataset, and effect sizes were meta-analyzed across datasets. Small average case-control differences were observed for thickness asymmetries of the rostral anterior cingulate and the middle temporal gyrus, both driven by thinner left-hemispheric cortices in schizophrenia. Analyses of these asymmetries with respect to the use of antipsychotic medication and other clinical variables did not show any significant associations. Assessment of age- and sex-specific effects revealed a stronger average leftward asymmetry of pallidum volume between older cases and controls. Case-control differences in a multivariate context were assessed in a subset of the data (N = 2,029), which revealed that 7% of the variance across all structural asymmetries was explained by case-control status. Subtle case-control differences of brain macrostructural asymmetry may reflect differences at the molecular, cytoarchitectonic, or circuit levels that have functional relevance for the disorder. Reduced left middle temporal cortical thickness is consistent with altered left-hemisphere language network organization in schizophrenia.
Keyphrases
- case control
- bipolar disorder
- white matter
- resting state
- functional connectivity
- optical coherence tomography
- cerebral ischemia
- healthcare
- multiple sclerosis
- autism spectrum disorder
- machine learning
- computed tomography
- magnetic resonance imaging
- electronic health record
- deep learning
- subarachnoid hemorrhage
- brain injury
- rna seq
- big data
- diffusion weighted imaging
- community dwelling