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

被引:147
|
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
相关论文
共 50 条
  • [41] Identifying neurocognitive markers for outcome prediction of global functioning in individuals with first-episode and ultra-high-risk for psychosis
    Sawada, Kingo
    Kanehara, Akiko
    Sakakibara, Eisuke
    Eguchi, Satoshi
    Tada, Mariko
    Satomura, Yoshihiro
    Suga, Motomu
    Koike, Shinsuke
    Kasai, Kiyoto
    PSYCHIATRY AND CLINICAL NEUROSCIENCES, 2017, 71 (05) : 318 - 327
  • [42] Suicidal Ideation in First-Episode Psychosis (FEP): Examination of Symptoms of Depression and Psychosis Among Individuals in an Early Phase of Treatment
    Bornheimer, Lindsay A.
    SUICIDE AND LIFE-THREATENING BEHAVIOR, 2019, 49 (02) : 423 - 431
  • [43] Cardiovascular risk factors in patients with first-episode psychosis
    Chan, CT
    Voon, L
    SCHIZOPHRENIA RESEARCH, 2004, 70 (01) : 72 - 72
  • [44] Discrimination and Risk of First-episode Psychosis among Immigrants
    Misra, Supriya
    Koenen, Karestan
    Williams, David
    Morgan, Craig
    EARLY INTERVENTION IN PSYCHIATRY, 2018, 12 : 192 - 192
  • [45] Risk of first-episode psychosis in migrants to the Republic of Ireland
    O'Donoghue, Brian
    Lyne, John
    Roche, Eric
    Mifsud, Nathan
    Renwick, Laoise
    Behan, Caragh
    Clarke, Mary
    PSYCHOLOGICAL MEDICINE, 2023, 53 (02) : 468 - 475
  • [46] IMPROVING OUTCOMES FOR YOUTH AT-RISK FOR PSYCHOSIS OR WITH FIRST-EPISODE PSYCHOSIS
    Sikich, Linmarie
    JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2016, 55 (10): : S90 - S90
  • [47] Identification of Psychosis Risk and Diagnosis of First-Episode Psychosis: Advice for Clinicians
    Lundin, Nancy B.
    Blouin, Alexandra M.
    Cowan, Henry R.
    Moe, Aubrey M.
    Wastler, Heather M.
    Breitborde, Nicholas J. K.
    PSYCHOLOGY RESEARCH AND BEHAVIOR MANAGEMENT, 2024, 17 : 1365 - 1383
  • [48] Assessing adolescent preference in the treatment of first-episode psychosis and psychosis risk
    Welsh, Patrick
    Tiffin, Paul A.
    EARLY INTERVENTION IN PSYCHIATRY, 2014, 8 (03) : 281 - 285
  • [49] Hospitalisation in first-episode psychosis
    Sridharan, B
    Arshad, P
    Marcos, M
    BRITISH JOURNAL OF PSYCHIATRY, 2002, 180 : 84 - 85
  • [50] First-episode psychosis: An update
    Chiliza, Bonga
    Oosthuizen, Piet
    Emsley, Robin
    SOUTH AFRICAN JOURNAL OF PSYCHIATRY, 2008, 14 (01) : 14 - 19