Discovery of rare variants implicated in schizophrenia using next-generation sequencing

Raina Rhoades , Fatimah Jackson , Shaolei Teng

Journal of Translational Genetics and Genomics ›› 2019, Vol. 3 ›› Issue (1) : 1

PDF
Journal of Translational Genetics and Genomics ›› 2019, Vol. 3 ›› Issue (1) :1 DOI: 10.20517/jtgg.2018.26
Review
Review

Discovery of rare variants implicated in schizophrenia using next-generation sequencing

Author information +
History +
PDF

Abstract

Schizophrenia is a highly heritable psychiatric disorder that affects 1% of the population. Genome-wide association studies have identified common variants in candidate genes associated with schizophrenia, but the genetics mechanisms of this disorder have not yet been elucidated. The discovery of rare genetic variants that contribute to schizophrenia symptoms promises to help explain the missing heritability of the disease. Next generation sequencing techniques are revolutionizing the field of psychiatric genetics. Various statistical approaches have been developed for rare variant association testing in case-control and family studies. Targeted resequencing, whole exome sequencing and whole genome sequencing combined with these computational tools are used for the discovery of rare genetic variations in schizophrenia. The findings provide useful information for characterizing the rare mutations and elucidating the genetic mechanisms by which the variants cause schizophrenia.

Keywords

Rare variant / schizophrenia / next-generation sequencing / rare variant association study / targeted resequencing / whole genome sequencing / whole exome sequencing

Cite this article

Download citation ▾
Raina Rhoades, Fatimah Jackson, Shaolei Teng. Discovery of rare variants implicated in schizophrenia using next-generation sequencing. Journal of Translational Genetics and Genomics, 2019, 3(1): 1 DOI:10.20517/jtgg.2018.26

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Wu EQ,Birnbaum H,Kessler R.Annual prevalence of diagnosed schizophrenia in the USA: a claims data analysis approach..Psychol Med2006;36:1535-40

[2]

Wu EQ,Shi L,Kessler RC.The economic burden of schizophrenia in the United States in 2002..J Clin Psychiatry2005;66:1122-9

[3]

Cloutier M,Guerin A,Ramanakumar AV.The economic burden of schizophrenia in the United States in 2013..J Clin Psychiatry2016;77:764-71

[4]

Schultz SH,Shields CG.Schizophrenia: a review..Am Fam Physician2007;75:1821-9

[5]

Millier A,Angermeyer MC,Murthy V.Humanistic burden in schizophrenia: a literature review..J Psychiatr Res2014;54:85-93

[6]

Marsman A,Klomp DW,Luijten PR.Glutamate in schizophrenia: a focused review and meta-analysis of 1H-MRS studies..Schizophr Bull2013;39:120-9 PMCID:PMC3523901

[7]

Plitman E,de la Fuente-Sandoval C,Chakravarty MM.Glutamate-mediated excitotoxicity in schizophrenia: a review..Eur Neuropsychopharmacol2014;24:1591-605 PMCID:PMC4470624

[8]

Egerton A,Ferrera D.Neuroimaging studies of GABA in schizophrenia: a systematic review with meta-analysis..Transl Psychiatry2017;7:e1147 PMCID:PMC5537645

[9]

Van Den Heuvel MP.Brain networks in schizophrenia..Neuropsychol Rev2014;24:32-48

[10]

Morgan C.Environment and schizophrenia: environmental factors in schizophrenia: childhood trauma - a critical review..Schizophr Bull2007;33:3-10 PMCID:PMC2632300

[11]

Cannon TD,Lönnqvist J,Koskenvuo M.The genetic epidemiology of schizophrenia in a Finnish twin cohort: a population-based modeling study..Arch Gen Psychiatry1998;55:67-74

[12]

Keller MC.Resolving the paradox of common, harmful, heritable mental disorders: which evolutionary genetic models work best?.Behav Brain Sci2006;29:385-404

[13]

Kim Y,Trace SE.Schizophrenia genetics: where next?.Schizophr Bull2011;37:456-63 PMCID:PMC3080692

[14]

International Schizophrenia Consortium,Wray NR,Visscher PM.Common polygenic variation contributes to risk of schizophrenia and bipolar disorder..Nature2009;460:748-52 PMCID:PMC3912837

[15]

Chan MK,Heilmann-Heimbach S,Witt SH.Associations between SNPs and immune-related circulating proteins in schizophrenia..Sci Rep2017;7:12586 PMCID:PMC5626704

[16]

Hawi Z,Dark C,Johnson B.The role of cadherin genes in five major psychiatric disorders: a literature update..Am J Med Genet B Neuropsychiatr Genet2018;177:168-80

[17]

Morris JA.The genomic load of deleterious mutations: relevance to death in infancy and childhood..Front Immunol2015;6:105 PMCID:PMC4360568

[18]

Purcell SM,Fromer M,Solovieff N.A polygenic burden of rare disruptive mutations in schizophrenia..Nature2014;506:185-90 PMCID:PMC4136494

[19]

Schork NJ,Frazer KA.Common vs. rare allele hypotheses for complex diseases..Curr Opin Genet Dev2009;19:212-9 PMCID:PMC2914559

[20]

Van Dongen J.The evolutionary paradox and the missing heritability of schizophrenia..Am J Med Genet B Neuropsychiatr Genet2013;162B:122-36

[21]

Ripke S,Corvin A,Farh KH.Biological insights from 108 schizophrenia-associated genetic loci..Nature2014;511:421-7 PMCID:PMC4112379

[22]

Gibson G.Rare and common variants: twenty arguments..Nat Rev Genet2012;13:135-45 PMCID:PMC4408201

[23]

Hirschhorn JN.Genome-wide association studies for common diseases and complex traits..Nat Rev Genet2005;6:95-108

[24]

Visscher PM,McCarthy MI.Five years of GWAS discovery..Am J Hum Genet2012;90:7-24 PMCID:PMC3257326

[25]

Stranger BE,Raj T.Progress and promise of genome-wide association studies for human complex trait genetics..Genetics2011;187:367-83 PMCID:PMC3030483

[26]

Barrett JC,Nicolae DL,Duerr RH.Genome-wide association defines more than 30 distinct susceptibility loci for Crohn’s disease..Nat Genet2008;40:955-62 PMCID:PMC2574810

[27]

Betcheva ET,Mushiroda T,Takahashi A.Whole-genome-wide association study in the Bulgarian population reveals HHAT as schizophrenia susceptibility gene..Psychiatr Genet2013;23:11-9

[28]

Ren HY,Lei W,Li YF.The common variants implicated in microstructural abnormality of first episode and drug-naïve patients with schizophrenia..Sci Rep2017;7:11750 PMCID:PMC5603592

[29]

Ripke S,Kendler KS,Sklar P.Genome-wide association study identifies five new schizophrenia loci..Nat Genet2011;43:969-76 PMCID:PMC3303194

[30]

Mahmoudi E.MiR-137: an important player in neural development and neoplastic transformation..Mol Psychiatry2017;22:44-55 PMCID:PMC5414082

[31]

Liu C,Pantelis C,Zhang D.Pathway-wide association study identifies five shared pathways associated with schizophrenia in three ancestral distinct populations..Transl Psychiatry2017;7:e1037 PMCID:PMC5438037

[32]

Schaid DJ,Larson NB.From genome-wide associations to candidate causal variants by statistical fine-mapping..Nat Rev Genet2018;19:491-504 PMCID:PMC6050137

[33]

Mitchell KJ.Rethinking the genetic architecture of schizophrenia..Psychol Med2011;41:19-32

[34]

Farrell MS,Sklar P,Ophoff RA.Evaluating historical candidate genes for schizophrenia..Mol Psychiatry2015;20:555-62 PMCID:PMC4414705

[35]

Klein C,Ziegler A.The promise and limitations of genome-wide association studies..JAMA2012;308:1867-8

[36]

Altmüller J,Nürnberg P.Enrichment of target sequences for next-generation sequencing applications in research and diagnostics..Biol Chem2014;395:231-7

[37]

Seleman M,Geha RS.Uses of next-generation sequencing technologies for the diagnosis of primary immunodeficiencies..Front Immunol2017;8:847 PMCID:PMC5522848

[38]

Salk JJ,Loeb LA.Enhancing the accuracy of next-generation sequencing for detecting rare and subclonal mutations..Nat Rev Genet2018;19:269-85

[39]

Kiezun A,Do R,Neale BM.Exome sequencing and the genetic basis of complex traits..Nat Genet2012;44:623-30 PMCID:PMC3727622

[40]

Lee S,Boehnke M.Rare-variant association analysis: study designs and statistical tests..Am J Hum Genet2014;95:5-23 PMCID:PMC4085641

[41]

Auer PL.Rare variant association studies: considerations, challenges and opportunities..Genome Med2015;7:16 PMCID:PMC4337325

[42]

Purcell S,Todd-Brown K.PLINK: a tool set for whole-genome association and population-based linkage analyses..Am J Hum Genet2007;81:559-75 PMCID:PMC1950838

[43]

Verma SS.Another round of “clue” to uncover the mystery of complex traits..Genes (Basel)2018; PMCID:PMC5852557

[44]

Kao PY,Chan LW,Yap MK.Pathway analysis of complex diseases for GWAS, extending to consider rare variants, multi-omics and interactions..Biochim Biophys Acta Gen Subj2017;1861:335-53

[45]

Kaakinen M,Fischer K,Järvelin MR.MARV: a tool for genome-wide multi-phenotype analysis of rare variants..BMC Bioinformatics2017;18:110 PMCID:PMC5311849

[46]

Morgenthaler S.A strategy to discover genes that carry multi-allelic or mono-allelic risk for common diseases: a cohort allelic sums test (CAST)..Mutat Res2007;615:28-56

[47]

Li B.Methods for detecting associations with rare variants for common diseases: application to analysis of sequence data..Am J Hum Genet2008;83:311-21 PMCID:PMC2842185

[48]

Neale BM,Voight BF,Devlin B.Testing for an unusual distribution of rare variants..PLoS Genet2011; PMCID:PMC3048375

[49]

Wu MC,Cai T,Boehnke M.Rare-variant association testing for sequencing data with the sequence kernel association test..Am J Hum Genet2011;89:82-93 PMCID:PMC3135811

[50]

Lee S,Bamshad MJ,Rieder MJ.Optimal unified approach for rare-variant association testing with application to small-sample case-control whole-exome sequencing studies..Am J Hum Genet2012;91:224-37 PMCID:PMC3415556

[51]

Hasegawa T,Kawai Y,Mimori T.AP-SKAT: highly-efficient genome-wide rare variant association test..BMC Genomics2016;17:745 PMCID:PMC5031335

[52]

Zhou JJ,Qiao D,Zhou H.Boosting gene mapping power and efficiency with efficient exact variance component tests of single nucleotide polymorphism sets..Genetics2016;204:921-31 PMCID:PMC5105869

[53]

Chiu CY,Wang Y,Wilson AF.A comparison study of multivariate fixed models and gene association with multiple traits (GAMuT) for next-generation sequencing..Genet Epidemiol2017;41:18-34 PMCID:PMC5154843

[54]

Chung RH,Kang CY,Tsai HJ.FamPipe: an automatic analysis pipeline for analyzing sequencing data in families for disease studies..PLoS Comput Biol2016; PMCID:PMC4894624

[55]

Jiang D.Robust rare variant association testing for quantitative traits in samples with related individuals..Genet Epidemiol2014;38:10-20 PMCID:PMC4510991

[56]

Chen H,Dupuis J.Sequence kernel association test for quantitative traits in family samples..Genet Epidemiol2013;37:196-204 PMCID:PMC3642218

[57]

Hu H,Coon H,Voelkerding KV.A unified test of linkage analysis and rare-variant association for analysis of pedigree sequence data..Nat Biotechnol2014;32:663-9 PMCID:PMC4157619

[58]

Wang X,Zhu X,Lin X.GEE-based SNP set association test for continuous and discrete traits in family-based association studies..Genet Epidemiol2013;37:778-86 PMCID:PMC4007511

[59]

Chen MH.RVFam: an R package for rare variant association analysis with family data..Bioinformatics2016;32:624-6 PMCID:PMC4757926

[60]

Wang X,Zhou J.Testing rare variants for hypertension using family-based tests with different weighting schemes..BMC Proc2016;10:233-7 PMCID:PMC5133509

[61]

Choi S,Cichon S,Lange C.FARVAT: a family-based rare variant association test..Bioinformatics2014;30:3197-205

[62]

Werling DM,An JY,Zhu L.An analytical framework for whole-genome sequence association studies and its implications for autism spectrum disorder..Nat Genet2018;50:727-36 PMCID:PMC5961723

[63]

Natsoulis G,Xu H,Ordonez H.A flexible approach for highly multiplexed candidate gene targeted resequencing..PLoS One2011; PMCID:PMC3127857

[64]

Edwards TL,Li C.Enriching targeted sequencing experiments for rare disease alleles..Bioinformatics2011;27:2112-8 PMCID:PMC3137214

[65]

Blackwood DH,Walker MT,Porteous DJ.Schizophrenia and affective disorders--cosegregation with a translocation at chromosome 1q42 that directly disrupts brain-expressed genes: clinical and P300 findings in a family..Am J Hum Genet2001;69:428-33 PMCID:PMC1235314

[66]

Carless MA,Johnson MP,Bozaoglu K.Impact of DISC1 variation on neuroanatomical and neurocognitive phenotypes..Mol Psychiatry2011;16:1096-104 PMCID:PMC3135724

[67]

Bradshaw NJ.DISC1-binding proteins in neural development, signalling and schizophrenia..Neuropharmacology2012;62:1230-41 PMCID:PMC3275753

[68]

Johnstone M,Hall J,Lawrie SM.DISC1 in schizophrenia: genetic mouse models and human genomic imaging..Schizophr Bull2011;37:14-20 PMCID:PMC3004186

[69]

Thomson PA,McRae AF,Ramakrishnan K.708 common and 2010 rare DISC1 locus variants identified in 1542 subjects: analysis for association with psychiatric disorder and cognitive traits..Mol Psychiatry2014;19:668-75 PMCID:PMC4031635

[70]

Moens LN,Reumers J,Glassee W.Sequencing of DISC1 pathway genes reveals increased burden of rare missense variants in schizophrenia patients from a northern Swedish population..PLoS One2011;6:e23450 PMCID:PMC3154939

[71]

Kenny EM,Furlong S,Kenny G.Excess of rare novel loss-of-function variants in synaptic genes in schizophrenia and autism spectrum disorders..Mol Psychiatry2014;19:872-9

[72]

Teng S,McCarthy S,Muller S.Rare disruptive variants in the DISC1 interactome and regulome: association with cognitive ability and schizophrenia..Mol Psychiatry2018;23:1270-7 PMCID:PMC5984079

[73]

Xie P,Krystal JH,Zhao H.Deep resequencing of 17 glutamate system genes identifies rare variants in DISC1 and GRIN2B affecting risk of opioid dependence..Addict Biol2014;19:955-64 PMCID:PMC3815683

[74]

Kimura H,Wang C,Koide T.Identification of rare, single-nucleotide mutations in NDE1 and their contributions to schizophrenia susceptibility..Schizophr Bull2015;41:744-53 PMCID:PMC4393687

[75]

Kimura H,Kawabata T,Wang C.A novel rare variant R292H in RTN4R affects growth cone formation and possibly contributes to schizophrenia susceptibility..Transl Psychiatry2017; PMCID:PMC5611737

[76]

Dow DJ,Hall JM,Maycox PR.ADAMTSL3 as a candidate gene for schizophrenia: gene sequencing and ultra-high density association analysis by imputation..Schizophr Res2011;127:28-34

[77]

Forstner AJ,Mattheisen M,Hollegaard MV.Investigation of the involvement of MIR185 and its target genes in the development of schizophrenia..J Psychiatry Neurosci2014;39:386-96 PMCID:PMC4214873

[78]

Piton A,Hamdan FF,Yang Y.Systematic resequencing of X-chromosome synaptic genes in autism spectrum disorder and schizophrenia..Mol Psychiatry2011;16:867-80 PMCID:PMC3289139

[79]

Awadalla P,Myers RA,Hamdan FF.Direct measure of the de novo mutation rate in autism and schizophrenia cohorts..Am J Hum Genet2010;87:316-24 PMCID:PMC2933353

[80]

Zuk O,Samocha K,Hechter E.Searching for missing heritability: designing rare variant association studies..Proc Natl Acad Sci U S A2014;111:E455-64 PMCID:PMC3910587

[81]

Singh T,Curtis D,Crooks L.Rare loss-of-function variants in SETD1A are associated with schizophrenia and developmental disorders..Nat Neurosci2016;19:571-7

[82]

Genovese G,Stahl EA,Chambert K.Increased burden of ultra-rare protein-altering variants among 4,877 individuals with schizophrenia..Nat Neurosci2016;19:1433-41 PMCID:PMC5104192

[83]

Giacopuzzi E,Minelli A,Valsecchi P.Exome sequencing in schizophrenic patients with high levels of homozygosity identifies novel and extremely rare mutations in the GABA/glutamatergic pathways..PLoS One2017;12:e0182778 PMCID:PMC5546675

[84]

Ruderfer DM,Readhead B,Kähler AK.Polygenic overlap between schizophrenia risk and antipsychotic response: a genomic medicine approach..Lancet Psychiatry2016;3:350-7 PMCID:PMC4982509

[85]

Ganna A,Zekavat SM,Kurki MI.Quantifying the impact of rare and ultra-rare coding variation across the phenotypic spectrum..Am J Hum Genet2018;102:1204-11 PMCID:PMC5992130

[86]

Curtis D.Pathway analysis of whole exome sequence data provides further support for the involvement of histone modification in the aetiology of schizophrenia..Psychiatr Genet2016;26:223-7

[87]

Fromer M,Kavanagh DH,Dwyer S.De novo mutations in schizophrenia implicate synaptic networks..Nature2014;506:179-84 PMCID:PMC4237002

[88]

Singh T,Johnstone M,Suvisaari J.The contribution of rare variants to risk of schizophrenia in individuals with and without intellectual disability..Nat Genet2017;9:1167-73 PMCID:PMC5533219

[89]

Trakadis YJ,Chen A,Krishnan A.Machine learning in schizophrenia genomics, a case-control study using 5,090 exomes..Am J Med Genet Part B Neuropsychiatr Genet2018;

[90]

Bahlo M,Lukic V,Smith KR.Using familial information for variant filtering in high-throughput sequencing studies..Hum Genet2014;133:1331-41 PMCID:PMC4185103

[91]

Xu B,Dexheimer P,Plummer B.Exome sequencing supports a de novo mutational paradigm for schizophrenia..Nat Genet2011;43:864-8 PMCID:PMC3196550

[92]

Girard SL,Noreau A,Zhou S.Increased exonic de novo mutation rate in individuals with schizophrenia..Nat Genet2011;43:860-3

[93]

Kranz TM,Manor O,Friedlander Y.De novo mutations from sporadic schizophrenia cases highlight important signaling genes in an independent sample..Schizophr Res2015;166:119-24 PMCID:PMC4512856

[94]

John J,Kukshal P,Nimgaonkar VL.Rare variants in tissue inhibitor of metalloproteinase 2 as a risk factor for schizophrenia: evidence from familial and cohort analysis..Schizophr Bull2019;45:256-63 PMCID:PMC6293225

[95]

John J,Bhatia T,Nimgaonkar VL.Possible role of rare variants in trace amine associated receptor 1 in schizophrenia..Schizophr Res2017;189:190-5 PMCID:PMC5569002

[96]

Egawa J,Watanabe Y,Shibuya M.Rare UNC13B variations and risk of schizophrenia: whole-exome sequencing in a multiplex family and follow-up resequencing and a case-control study..Am J Med Genet B Neuropsychiatr Genet2016;171:797-805

[97]

Hoya S,Hishimoto A,Kaneko N.Rare PDCD11 variations are not associated with risk of schizophrenia in Japan..Psychiatry Clin Neurosci2017;71:780-8

[98]

Chaumette B,Ambalavanan A,Dionne-Laporte A.Missense variants in ATP1A3 and FXYD gene family are associated with childhood-onset schizophrenia..Mol Psychiatry2018; PMCID:PMC6291354

[99]

O’Brien NL,Curtis D,Petrosellini C.Rare variant analysis in multiply affected families, association studies and functional analysis suggest a role for the ITGΒ4 gene in schizophrenia and bipolar disorder..Schizophrenia Research2018;199:181-8 PMCID:PMC6179966

[100]

Salvoro C,Coppe A,Feltrin E.Rare risk variants identification by identity-by-descent mapping and whole-exome sequencing implicates neuronal development pathways in schizophrenia and bipolar disorder..Mol Neurobiol2018;55:7366-76

[101]

Timms AE,Wechsler J,Kirkwood R.Support for the N-methyl-d-aspartate receptor hypofunction hypothesis of schizophrenia from exome sequencing in multiplex families..JAMA Psychiatry2013;70:582-90

[102]

Homann OR,Lamas E,Nelson P.Whole-genome sequencing in multiplex families with psychoses reveals mutations in the SHANK2 and SMARCA1 genes segregating with illness..Mol Psychiatry2016;21:1690-5 PMCID:PMC5033653

[103]

Zhou Z,Zhang L,Liu H.Identification of RELN variation p.Thr3192Ser in a Chinese family with schizophrenia..Sci Rep2016;6:24327 PMCID:PMC4829830

[104]

Tang J,Li H,Zhang DF.Whole-genome sequencing of monozygotic twins discordant for schizophrenia indicates multiple genetic risk factors for schizophrenia..J Genet Genomics2017;2044:295-306

[105]

Chung JH,Suskin BG,Coleman K.Whole-genome sequencing and integrative genomic analysis approach on two 22q11.2 deletion syndrome family trios for genotype to phenotype correlations..Hum Mutat2015;36:797-807 PMCID:PMC4514564

[106]

Gur RE,McDonald-Mcginn DM,Chow E.A neurogenetic model for the study of schizophrenia spectrum disorders: the International 22q11.2 Deletion Syndrome Brain Behavior Consortium..Mol Psychiatry2017;22:1664-72 PMCID:PMC5935262

[107]

Merico D,Costain G,Alipanahi B.Whole-genome sequencing suggests schizophrenia risk mechanisms in humans with 22q11.2 deletion syndrome..G3 (Bethesda)2015;5:2453-61 PMCID:PMC4632064

[108]

Khan FF,McCarthy NS,Blangero J.Whole genome sequencing of 91 multiplex schizophrenia families reveals increased burden of rare, exonic copy number variation in schizophrenia probands and genetic heterogeneity..Schizophr Res2018;

[109]

Sokolowski M,Wasserman D.Rare CNVs in suicide attempt include schizophrenia-associated loci and neurodevelopmental genes: a pilot genome-wide and family-based study..PLoS One2016; PMCID:PMC5193342

[110]

Piluso G,Galderisi S,Bertolino A.Assessment of de novo copy-number variations in Italian patients with schizophrenia: detection of putative mutations involving regulatory enhancer elements..World J Biol Psychiatry2017;20:1-11

[111]

Ruderfer DM,Ripke S,Amdur RL.Polygenic dissection of diagnosis and clinical dimensions of bipolar disorder and schizophrenia..Mol Psychiatry2014;19:1017-24 PMCID:PMC4033708

[112]

Bigdeli TB,Webb BT,O’Neill FA.Molecular validation of the schizophrenia spectrum..Schizophr Bull2014;40:60-5 PMCID:PMC3885304

[113]

Meyer U,Müller N.Inflammatory processes in schizophrenia: a promising neuroimmunological target for the treatment of negative/cognitive symptoms and beyond..Pharmacol Ther2011;132:96-110

[114]

Cheung C,Fung G,Wong C.Autistic disorders and schizophrenia: related or remote? An anatomical likelihood estimation..PLoS One2010;5:e12233 PMCID:PMC2923607

[115]

Rowland LM,Korenic S,Hong LE.Elevated brain lactate in schizophrenia: a 7 T magnetic resonance spectroscopy study..Transl Psychiatry2016;6:e967 PMCID:PMC5290358

[116]

Fryer SL,Ford JM,van Erp TG.Relating intrinsic low-frequency BOLD cortical oscillations to cognition in schizophrenia..Neuropsychopharmacology2015;40:2705-14 PMCID:PMC4864646

[117]

Takata A,Gogos JA,Karayiorgou M.De novo synonymous mutations in regulatory elements contribute to the genetic etiology of autism and schizophrenia..Neuron2016;89:940-7 PMCID:PMC4793939

[118]

Kirov G.CNVs in neuropsychiatric disorders..Hum Mol Genet2015;24:R45-9

[119]

Xing J,Wang C,Kushima I.Resequencing and association analysis of six PSD-95-related genes as possible susceptibility genes for schizophrenia and autism spectrum disorders..Sci Rep2016;6:27491 PMCID:PMC4895433

[120]

Kasem E,Tabuchi K.Neurexins and neuropsychiatric disorders..Neurosci Res2018;127:53-60

[121]

Khanzada NS,Manzardo AM.GeneAnalytics pathway analysis and genetic overlap among autism spectrum disorder, bipolar disorder and schizophrenia..Int J Mol Sci2017; PMCID:PMC5372543

[122]

Schmidt RJ,Ozonoff S,Hartiala J.Maternal periconceptional folic acid intake and risk of autism spectrum disorders and developmental delay in the CHARGE (CHildhood Autism Risks from Genetics and Environment) case-control study..Am J Clin Nutr2012;96:80-9 PMCID:PMC3374734

[123]

Malkova NV,Hsiao EY,Patterson PH.Maternal immune activation yields offspring displaying mouse versions of the three core symptoms of autism..Brain Behav Immun2012;26:607-16 PMCID:PMC3322300

[124]

Morris JA.Schizophrenia, bacterial toxins and the genetics of redundancy..Med hypotheses1996;46:362-6

[125]

Meyer U,Feldon J.Prenatal and postnatal maternal contributions in the infection model of schizophrenia..Exp Brain Res2006;173:243-57

[126]

van der Ven E.Migrant and ethnic minority status as risk indicators for schizophrenia: new findings..Curr Opin Psychiatry2018;31:231-6

[127]

Egerton A,Houle S,Valmaggia LR.Elevated striatal dopamine function in immigrants and their children: a risk mechanism for psychosis..Schizophr Bull2017;43:293-301 PMCID:PMC5605255

[128]

Ohi K,Yasuyama T,Kawasaki Y.Variability of 128 schizophrenia-associated gene variants across distinct ethnic populations..Transl Psychiatry2017; PMCID:PMC5545726

[129]

Eack SM,Newhill CE,Davis LE.Interviewer-perceived honesty as a mediator of racial disparities in the diagnosis of schizophrenia..Psychiatr Serv2012;63:875-80 PMCID:PMC3718294

[130]

Pinto R,Jones R.Schizophrenia in black caribbeans living in the UK: an exploration of underlying causes of the high incidence rate..Br J Gen Pract2008;58:429-34 PMCID:PMC2418996

[131]

Hamilton JE,Meyer TD,Okusaga OO.Ethnic differences in the diagnosis of schizophrenia and mood disorders during admission to an academic safety-net psychiatric hospital..Psychiatry Res2018;267:160-7

[132]

Vassos E,Coleman J,Prata D.An examination of polygenic score risk prediction in individuals with first-episode psychosis..Biol Psychiatry2017;81:470-7

[133]

Olde Loohuis LM,Ori APS,Koslicki D.Transcriptome analysis in whole blood reveals increased microbial diversity in schizophrenia..Transl Psychiatry2018;8:96 PMCID:PMC5943399

[134]

Sanders AR,Duan J,Freda J.Transcriptome sequencing study implicates immune-related genes differentially expressed in schizophrenia: new data and a meta-analysis..Transl Psychiatry2017; PMCID:PMC5416689

[135]

Chestkov IV1,Ershova ES1,Lezheiko TV.Abundance of ribosomal RNA gene copies in the genomes of schizophrenia patients..Schizophr Res2018;

[136]

Brennand KJ,Jou J,Tran N.Modelling schizophrenia using human induced pluripotent stem cells..Nature2011;473:221-5 PMCID:PMC3392969

PDF

218

Accesses

0

Citation

Detail

Sections
Recommended

/