Structural and functional brain abnormalities in drug-naive, first-episode, and chronic patients with schizophrenia: a multimodal MRI study

References

• McglashanTHFentonWSThe positive-negative distinction in schizophrenia. Review of natural history validatorsArch Gen Psychiatry199249163721728252
   PubMed Web of Science ®Google Scholar
• HoekertMKahnRSPijnenborgMAlemanAImpaired recognition and expression of emotional prosody in schizophrenia: review and meta-analysisSchizophr Res2007961–313514517766089
   PubMed Web of Science ®Google Scholar
• BrentBKThermenosHWKeshavanMSSeidmanLJGray matter alterations in schizophrenia high-risk youth and early-onset schizophrenia: a review of structural MRI findingsChild Adolesc Psychiatr Clin N Am201322468971424012081
   PubMed Web of Science ®Google Scholar
• ShentonMEDickeyCCFruminMMcCarleyRWA review of MRI findings in schizophreniaSchizophr Res200149152
   PubMed Web of Science ®Google Scholar
• CookeyJBernierDTibboPGWhite matter changes in early phase schizophrenia and cannabis use: an update and systematic review of diffusion tensor imaging studiesSchizophr Res20141562–313714224842540
   PubMed Web of Science ®Google Scholar
• KubickiMMccarleyRWestinCFA review of diffusion tensor imaging studies in schizophreniaJ Psychiatr Res2007411–2153016023676
   PubMed Web of Science ®Google Scholar
• MccarleyRWWibleCGFruminMMRI anatomy of schizophreniaBiol Psychiatry19994591099111910331102
   PubMed Web of Science ®Google Scholar
• SteenRGMullCMcclureRHamerRMLiebermanJABrain volume in first-episode schizophrenia: systematic review and meta-analysis of magnetic resonance imaging studiesBr J Psychiatry200618851051816738340
   PubMed Web of Science ®Google Scholar
• GuoXLiJWangJHippocampal and orbital inferior frontal gray matter volume abnormalities and cognitive deficit in treatment-naive, first-episode patients with schizophreniaSchizophr Res20141522–333934324439000
   PubMed Web of Science ®Google Scholar
• GuoWLiuFLiuJAbnormal causal connectivity by structural deficits in first-episode, drug-naive schizophrenia at restSchizophr Bull2015411576525170032
   PubMed Web of Science ®Google Scholar
• HuMLiJEylerLDecreased left middle temporal gyrus volume in antipsychotic drug-naive, first-episode schizophrenia patients and their healthy unaffected siblingsSchizophr Res20131441–3374223360727
   PubMed Web of Science ®Google Scholar
• VitaAde PeriLSilenziCDieciMBrain morphology in first-episode schizophrenia: a meta-analysis of quantitative magnetic resonance imaging studiesSchizophr Res2006821758816377156
   PubMed Web of Science ®Google Scholar
• GongQLuiSSweeneyJAA Selective Review of Cerebral Abnormalities in Patients With First-Episode Schizophrenia Before and After TreatmentAm J Psychiatry2016173323224326621570
   PubMed Web of Science ®Google Scholar
• HuangXQLuiSDengWLocalization of cerebral functional deficits in treatment-naive, first-episode schizophrenia using resting-state fMRINeuroimage20104942901290619963069
   PubMed Web of Science ®Google Scholar
• ZhangRWeiQKangZDisrupted brain anatomical connectivity in medication-naïve patients with first-episode schizophreniaBrain Struct Funct201522021145115924449342
   PubMed Web of Science ®Google Scholar
• YangZXuYXuTBrain network informed subject community detection in early-onset schizophreniaSci Rep20144554924989351
   PubMed Web of Science ®Google Scholar
• GlahnDCLairdAREllison-WrightIMeta-analysis of gray matter anomalies in schizophrenia: application of anatomic likelihood estimation and network analysisBiol Psychiatry200864977478118486104
   PubMed Web of Science ®Google Scholar
• GuptaCNCalhounVDRachakondaSPatterns of Gray Matter Abnormalities in Schizophrenia Based on an International Mega-analysisSchizophr Bull20154151133114225548384
   PubMed Web of Science ®Google Scholar
• XuLGrothKMPearlsonGSchretlenDJCalhounVDSource-based morphometry: the use of independent component analysis to identify gray matter differences with application to schizophreniaHum Brain Mapp200930371172418266214
   PubMed Web of Science ®Google Scholar
• AntonovaEKumariVMorrisRThe relationship of structural alterations to cognitive deficits in schizophrenia: a voxel-based morphometry studyBiol Psychiatry200558645746716039619
   PubMed Web of Science ®Google Scholar
• KreczmanskiPHeinsenHMantuaVVolume, neuron density and total neuron number in five subcortical regions in schizophreniaBrain2007130Pt 367869217303593
   PubMed Web of Science ®Google Scholar
• NakamuraMSalisburyDFHirayasuYNeocortical gray matter volume in first-episode schizophrenia and first-episode affective psychosis: a cross-sectional and longitudinal MRI studyBiol Psychiatry200762777378317586477
   PubMed Web of Science ®Google Scholar
• Ellison-WrightIGlahnDCLairdARThelenSMBullmoreEThe anatomy of first-episode and chronic schizophrenia: an anatomical likelihood estimation meta-analysisAm J Psychiatry200816581015102318381902
   PubMed Web of Science ®Google Scholar
• MeisenzahlEMKoutsoulerisNBottlenderRStructural brain alterations at different stages of schizophrenia: a voxel-based morphometric studySchizophr Res20081041–3446018703313
   PubMed Web of Science ®Google Scholar
• HoBCAndreasenNCZiebellSPiersonRMagnottaVLong-term antipsychotic treatment and brain volumes: a longitudinal study of first-episode schizophreniaArch Gen Psychiatry201168212813721300943
   PubMed Web of Science ®Google Scholar
• MoncrieffJLeoJA systematic review of the effects of antipsychotic drugs on brain volumePsychol Med20104091409142220085668
   PubMed Web of Science ®Google Scholar
• van HarenNEHulshoff PolHESchnackHGFocal gray matter changes in schizophrenia across the course of the illness: a 5-year follow-up studyNeuropsychopharmacology200732102057206617327887
   PubMed Web of Science ®Google Scholar
• ZhangWDengWYaoLBrain Structural Abnormalities in a Group of Never-Medicated Patients With Long-Term SchizophreniaAm J Psychiatry201517210995100326085040
   PubMed Web of Science ®Google Scholar
• ChiapponiCPirasFFagioliSPirasFCaltagironeCSpallettaGAge-related brain trajectories in schizophrenia: a systematic review of structural MRI studiesPsychiatry Res20132142839323972726
   PubMed Web of Science ®Google Scholar
• TurnerJADamarajuEvan ErpTGA multi-site resting state fMRI study on the amplitude of low frequency fluctuations in schizophreniaFront Neurosci2013713723964193
   PubMed Web of Science ®Google Scholar
• CzepielewskiLSWangLGamaCSBarchDMThe Relationship of Intellectual Functioning and Cognitive Performance to Brain Structure in SchizophreniaSchizophr Bull201743235536427369471
   PubMed Web of Science ®Google Scholar
• OlabiBEllison-WrightIMcintoshAMWoodSJBullmoreELawrieSMAre there progressive brain changes in schizophrenia? A meta-analysis of structural magnetic resonance imaging studiesBiol Psychiatry2011701889621457946
   PubMed Web of Science ®Google Scholar
• TorresUSDuranFLSchaufelbergerMSPatterns of regional gray matter loss at different stages of schizophrenia: A multisite, cross-sectional VBM study in first-episode and chronic illnessNeuroimage Clin20161211527354958
   PubMed Web of Science ®Google Scholar
• CropleyVLKlauserPLenrootRKAccelerated Gray and White Matter Deterioration With Age in SchizophreniaAm J Psychiatry2017174328629527919183
   PubMed Web of Science ®Google Scholar
• LiTWangQZhangJBrain-Wide Analysis of Functional Connectivity in First-Episode and Chronic Stages of SchizophreniaSchizophr Bull201743243644827445261
   PubMed Web of Science ®Google Scholar
• KambeitzJKambeitz-IlankovicLLeuchtSDetecting neuroimaging biomarkers for schizophrenia: a meta-analysis of multivariate pattern recognition studiesNeuropsychopharmacology20154071742175125601228
   PubMed Web of Science ®Google Scholar
• FirstMBUser’s Guide for the Structured Clinical Interview for DSM-IV Axis II Personality Disorders: SCID-IIArlington, VAAmerican Psychiatric Press1997
   Google Scholar
• KaySRFiszbeinAOplerLAThe positive and negative syndrome scale (PANSS) for schizophreniaSchizophr Bull19871322612763616518
   PubMed Web of Science ®Google Scholar
• van TolMJvan der MeerLBruggemanRModinosGKnegteringHAlemanAVoxel-based gray and white matter morphometry correlates of hallucinations in schizophrenia: The superior temporal gyrus does not stand aloneNeuroimage Clin2014424925725061563
   PubMed Web of Science ®Google Scholar
• GoodCDJohnsrudeIAshburnerJHensonRNFristonKJFrackowiakRSCerebral asymmetry and the effects of sex and handedness on brain structure: a voxel-based morphometric analysis of 465 normal adult human brainsNeuroimage200114368570011506541
   PubMed Web of Science ®Google Scholar
• ZaleskyAFornitoAHardingIHWhole-brain anatomical networks: does the choice of nodes matter?Neuroimage201050397098320035887
   PubMed Web of Science ®Google Scholar
• Tzourio-MazoyerNLandeauBPapathanassiouDAutomated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brainNeuroimage200215127328911771995
   PubMed Web of Science ®Google Scholar
• YanCGWangXDZuoXNZangYFDPABI: Data Processing & Analysis for (Resting-State) Brain ImagingNeuroinformatics201614333935127075850
   PubMed Web of Science ®Google Scholar
• ZangYJiangTLuYHeYTianLRegional homogeneity approach to fMRI data analysisNeuroimage200422139440015110032
   PubMed Web of Science ®Google Scholar
• KendallMGRank Correlation Methods5th edOxfordOxford University Press1990
   Google Scholar
• DaiZYanCWangZDiscriminative analysis of early Alzheimer’s disease using multi-modal imaging and multi-level characterization with multi-classifier (M3)Neuroimage20125932187219522008370
   PubMed Web of Science ®Google Scholar
• ZangYFHeYZhuCZAltered baseline brain activity in children with ADHD revealed by resting-state functional MRIBrain Dev2007292839116919409
   PubMed Web of Science ®Google Scholar
• YoonSKimSMutual information-based SVM-RFE for diagnostic classification of digitized mammogramsPattern Recognit Lett2009301614891495
   Web of Science ®Google Scholar
• CortesCVapnikVSupport-vector networksMach Learn1995203273297
   Web of Science ®Google Scholar
• ChangCCLinCJLIBSVM: A Library for Support Vector MachinesAcm T Intel Syst Tec2011227
   Web of Science ®Google Scholar
• DingJShiJWuFXSVM-RFE based feature selection for tandem mass spectrum quality assessmentInt J Data Min Bioinform201151738821491845
   PubMed Web of Science ®Google Scholar
• GuyonIWestonJBarnhillSVapnikVGene selection for cancer classification using support vector machinesMach Learn2002461–3389422
   Web of Science ®Google Scholar
• RefaeilzadehPTangLLiuHCross-validationLiuLÖzsuMTEncyclopedia of Database SystemsNew York, NYSpringer US2009532538
   Google Scholar
• van der GaagMHoffmanTRemijsenMThe five-factor model of the Positive and Negative Syndrome Scale II: a ten-fold cross-validation of a revised modelSchizophr Res2006851–328028716730429
   PubMed Web of Science ®Google Scholar
• Mourão-MirandaJBokdeALBornCHampelHStetterMClassifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI dataNeuroimage200528498099516275139
   PubMed Web of Science ®Google Scholar
• ThomazCEA multivariate statistical analysis of the developing human brain in preterm infantsImage Vision Comput200725981994
   Web of Science ®Google Scholar
• GollandPFischlBPermutation tests for classification: towards statistical significance in image-based studiesInf Process Med Imaging20031833034115344469
   PubMedGoogle Scholar
• LiuFGuoWFoucheJPMultivariate classification of social anxiety disorder using whole brain functional connectivityBrain Struct Funct2015220110111524072164
   PubMed Web of Science ®Google Scholar
• GreensteinDMalleyJDWeisingerBClasenLGogtayNUsing multivariate machine learning methods and structural MRI to classify childhood onset schizophrenia and healthy controlsFront Psychiatry201235322675310
   PubMedGoogle Scholar
• NieuwenhuisMvan HarenNEHulshoff PolHECahnWKahnRSSchnackHGClassification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samplesNeuroimage201261360661222507227
   PubMed Web of Science ®Google Scholar
• LeungMCheungCYuKGray matter in first-episode schizophrenia before and after antipsychotic drug treatment. Anatomical likelihood estimation meta-analyses with sample size weightingSchizophr Bull201137119921119759093
   PubMed Web of Science ®Google Scholar
• SmieskovaRFusar-PoliPAllenPThe effects of antipsychotics on the brain: what have we learnt from structural imaging of schizophrenia? – a systematic reviewCurr Pharm Des200915222535254919689326
   PubMed Web of Science ®Google Scholar
• GoghariVMSmithGNHonerWGEffects of eight weeks of atypical antipsychotic treatment on middle frontal thickness in drug-naïve first-episode psychosis patientsSchizophr Res20131491–314915523830856
   PubMed Web of Science ®Google Scholar
• MoncrieffJLeoJA systematic review of the effects of antipsychotic drugs on brain volumePsychol Med20104091409142220085668
   PubMed Web of Science ®Google Scholar
• ArangoCRapado-CastroMReigSProgressive brain changes in children and adolescents with first-episode psychosisArch Gen Psychiatry2012691162622213785
   PubMed Web of Science ®Google Scholar
• AsamiTBouixSWhitfordTJLongitudinal loss of gray matter volume in patients with first-episode schizophrenia: DARTEL automated analysis and ROI validationNeuroimage201259298699621924364
   PubMed Web of Science ®Google Scholar
• OchsnerKNThe social-emotional processing stream: five core constructs and their translational potential for schizophrenia and beyondBiol Psychiatry2008641486118549876
   PubMed Web of Science ®Google Scholar
• Fusar-PoliPSmieskovaRKemptonMJProgressive brain changes in schizophrenia related to antipsychotic treatment? A meta-analysis of longitudinal MRI studiesNeurosci Biobehav Rev20133781680169123769814
   PubMed Web of Science ®Google Scholar
• HaijmaSVvan HarenNCahnWKoolschijnPCHulshoff PolHEKahnRSBrain volumes in schizophrenia: a meta-analysis in over 18,000 subjectsSchizophr Bull20133951129113823042112
   PubMed Web of Science ®Google Scholar
• RenWLuiSDengWAnatomical and functional brain abnormalities in drug-naive first-episode schizophreniaAm J Psychiatry2013170111308131623732942
   PubMed Web of Science ®Google Scholar
• HeZDengWLiMAberrant intrinsic brain activity and cognitive deficit in first-episode treatment-naive patients with schizophreniaPsychol Med201343476978022883428
   PubMed Web of Science ®Google Scholar
• Bastos-LeiteAJRidgwayGRSilveiraCNortonAReisSFristonKJDysconnectivity within the default mode in first-episode schizophrenia: a stochastic dynamic causal modeling study with functional magnetic resonance imagingSchizophr Bull201541114415324939881
   PubMed Web of Science ®Google Scholar
• BrownKJBeyond the P300: target and non-target ERP components in schizophrenia2004
   Google Scholar
• KimJJCrespo-FacorroBAndreasenNCO’LearyDSMagnottaVNopoulosPMorphology of the lateral superior temporal gyrus in neuroleptic nai;ve patients with schizophrenia: relationship to symptomsSchizophr Res2003602–317318112591581
   PubMed Web of Science ®Google Scholar
• AllenPLarøiFMcguirePKAlemanAThe hallucinating brain: a review of structural and functional neuroimaging studies of hallucinationsNeurosci Biobehav Rev200832117519117884165
   PubMed Web of Science ®Google Scholar
• LuXYangYWuFDiscriminative analysis of schizophrenia using support vector machine and recursive feature elimination on structural MRI imagesMedicine20169530e397327472673
   PubMed Web of Science ®Google Scholar
• DingXYangYSteinEARossTJMultivariate classification of smokers and nonsmokers using SVM-RFE on structural MRI imagesHum Brain Mapp201536124869487926497657
   PubMed Web of Science ®Google Scholar
• WolfersTBuitelaarJKBeckmannCFFrankeBMarquandAFFrom estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnosticsNeurosci Biobehav Rev20155732834926254595
   PubMed Web of Science ®Google Scholar
• LiuJWangXZhangXPanYWangXWangJMMM: classification of schizophrenia using multi-modality multi-atlas feature representation and multi-kernel learningMultimedia Tools and Applications2017117
   Web of Science ®Google Scholar
• AugustSMKiwanukaJNMcmahonRPGoldJMThe MATRICS Consensus Cognitive Battery (MCCB): clinical and cognitive correlatesSchizophr Res20121341768222093182
   PubMed Web of Science ®Google Scholar
• CollinsDLHolmesCJPetersTMEvansACAutomatic 3-D model-based neuroanatomical segmentationHum Brain Mapp199533190208
   Web of Science ®Google Scholar
• MakrisNMeyerJWBatesJFYeterianEHKennedyDNCavinessVSMRI-Based topographic parcellation of human cerebral white matter and nuclei II. Rationale and applications with systematics of cerebral connectivityNeuroimage19999118459918726
   PubMed Web of Science ®Google Scholar
• CraddockRCJamesGAHoltzheimerPE3rdHuXPMaybergHSA whole brain fMRI atlas generated via spatially constrained spectral clusteringHum Brain Mapp2012331914192821769991
   PubMed Web of Science ®Google Scholar
• de LucaMBeckmannCFde StefanoNMatthewsPMSmithSMfMRI resting state networks define distinct modes of long-distance interactions in the human brainNeuroimage20062941359136716260155
   PubMed Web of Science ®Google Scholar
• GlasserMFCoalsonTSRobinsonECA multi-modal parcellation of human cerebral cortexNature2016536761517117827437579
   PubMed Web of Science ®Google Scholar