An Examination of Polygenic Score Risk Prediction in Individuals With First-Episode Psychosis

被引:140
|
作者
Vassos, Evangelos [1 ,6 ,7 ]
Di Forti, Marta [1 ,2 ]
Coleman, Jonathan [1 ]
Iyegbe, Conrad [2 ]
Prata, Diana [5 ,13 ]
Euesden, Jack [1 ]
O'Reilly, Paul [1 ]
Curtis, Charles [1 ,6 ,7 ]
Kolliakou, Anna [3 ]
Patel, Hamel [1 ,6 ,7 ]
Newhouse, Stephen [1 ,6 ,7 ]
Traylor, Matthew [8 ]
Ajnakina, Olesya [2 ]
Mondelli, Valeria [3 ]
Marques, Tiago Reis [2 ]
Gardner-Sood, Poonam [2 ]
Aitchison, Katherine J. [1 ,14 ]
Powell, John [4 ]
Atakan, Zerrin [2 ]
Greenwood, Kathryn E. [9 ,10 ]
Smith, Shubulade [2 ,11 ]
Ismail, Khalida [3 ]
Pariante, Carmine [3 ]
Gaughran, Fiona [2 ]
Dazzan, Paola [2 ,6 ,7 ]
Markus, Hugh S. [12 ]
David, Anthony S. [2 ]
Lewis, Cathryn M. [1 ]
Murray, Robin M. [2 ]
Breen, Gerome [1 ,6 ,7 ]
机构
[1] Kings Coll London, Inst Psychiat Psychol & Neurosci, Social Genet & Dev Psychiat Ctr, Med Res Council, London, England
[2] Kings Coll London, Inst Psychiat Psychol & Neurosci, Dept Psychosis Studies, London, England
[3] Kings Coll London, Inst Psychiat Psychol & Neurosci, Psychol Med, London, England
[4] Kings Coll London, Inst Psychiat Psychol & Neurosci, Basic & Clin Neurosci, London, England
[5] Kings Coll London, Inst Psychiat Psychol & Neurosci, Ctr Neuroimaging Sci, London, England
[6] South London & Maudsley Natl Hlth Serv Fdn Trust, Mental Hlth Biomed Res Ctr, Natl Inst Hlth Res, London, England
[7] Kings Coll London, London WC2R 2LS, England
[8] Kings Coll London, Dept Med & Mol Genet, London WC2R 2LS, England
[9] Univ Sussex, Sch Psychol, Brighton, E Sussex, England
[10] Sussex Partnership Natl Hlth Serv Fdn Trust, Brighton, W Sussex, England
[11] South London & Maudsley Natl Hlth Serv Fdn Trust, London, England
[12] Univ Cambridge, Dept Clin Neurosci, Neurol Unit, Cambridge, England
[13] Univ Lisbon, Inst Med Mol, Fac Med, Lisbon, Portugal
[14] Univ Alberta, Dept Psychiat, Edmonton, AB T6G 2M7, Canada
关键词
Genetics; GWAS; Polygenic score; Psychosis; Risk prediction; Schizophrenia; 1ST EPISODE PSYCHOSIS; PSYCHIATRIC-DISORDERS; COMPLEX DISEASES; FAMILY-HISTORY; SOUTH LONDON; SCHIZOPHRENIA; POPULATION; AFRICAN; PREVALENCE; ETHNICITY;
D O I
10.1016/j.biopsych.2016.06.028
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
BACKGROUND: Polygenic risk scores (PRSs) have successfully summarized genome- wide effects of genetic variants in schizophrenia with significant predictive power. In a clinical sample of first- episode psychosis (FEP) patients, we estimated the ability of PRSs to discriminate case-control status and to predict the development of schizophrenia as opposed to other psychoses. METHODS: The sample (445 case and 265 control subjects) was genotyped on the Illumina HumanCore Exome BeadChip with an additional 828 control subjects of African ancestry genotyped on the Illumina Multi- Ethnic Genotyping Array. To calculate PRSs, we used the results from the latest Psychiatric Genomics Consortium schizophrenia meta- analysis. We examined the association of PRSs with case- control status and with schizophrenia versus other psychoses in European and African ancestry FEP patients and in a second sample of 248 case subjects with chronic psychosis. RESULTS: PRS had good discriminative ability of case- control status in FEP European ancestry individuals (9.4% of the variance explained, p < 10(-26)), but lower in individuals of African ancestry (R-2 = 1.1%, p = .004). Furthermore, PRS distinguished European ancestry case subjects who went on to acquire a schizophrenia diagnosis from those who developed other psychotic disorders (R-2 = 9.2%, p =.002). CONCLUSIONS: PRS was a powerful predictor of case-control status in a European sample of patients with FEP, even though a large proportion did not have an established diagnosis of schizophrenia at the time of assessment. PRS was significantly different between those case subjects who developed schizophrenia from those who did not, although the discriminative accuracy may not yet be sufficient for clinical utility in FEP.
引用
收藏
页码:470 / 477
页数:8
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