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
  • [1] Polygenic Risk Score associated with specific symptom dimensions in first-episode psychosis
    Sengupta, Sarojini M.
    MacDonald, Kathleen
    Fathalli, Ferid
    Yim, Anita
    Lepage, Martin
    Iyer, Srividya
    Malla, Ashok
    Joober, Ridha
    SCHIZOPHRENIA RESEARCH, 2017, 184 : 116 - 121
  • [2] Basic Symptoms and the Prediction of First-Episode Psychosis
    Schultze-Lutter, Frauke
    Ruhrmann, Stephan
    Fusar-Poli, Paolo
    Bechdolf, Andreas
    Schimmelmann, Benno G.
    Klosterkoetter, Joachim
    CURRENT PHARMACEUTICAL DESIGN, 2012, 18 (04) : 351 - 357
  • [3] The effect of polygenic risk score and childhood adversity on transdiagnostic symptom dimensions at first-episode psychosis: evidence for an affective pathway to psychosis
    Alameda, Luis
    Rodriguez, Victoria
    Di Forti, Marta
    Spinazzola, Edoardo
    Trotta, Giulia
    Arango, Celso
    Arrojo, Manuel
    Bernardo, Miguel
    Bobes, Julio
    de Haan, Lieuwe
    Del-Ben, Cristina Marta
    Gayer-Anderson, Charlotte
    Sideli, Lucia
    Jones, Peter B.
    Kirkbride, James B.
    La Cascia, Caterina
    Tripoli, Giada
    Ferraro, Laura
    La Barbera, Daniele
    Lasalvia, Antonio
    Tosato, Sarah
    Llorca, Pierre-Michel
    Menezes, Paulo Rossi
    van Os, Jim
    Rutten, Bart P.
    Santos, Jose Luis
    Sanjuan, Julio
    Selten, Jean-Paul
    Szoeke, Andrei
    Tarricone, Ilaria
    Tortelli, Andrea
    Velthorst, Eva
    Jongsma, Hannah E.
    Vassos, Evangelos
    Quattrone, Diego
    Murray, Robin M.
    Aas, Monica
    TRANSLATIONAL PSYCHIATRY, 2024, 14 (01):
  • [4] Interrelationships between polygenic risk scores, cognition, symptoms, and functioning in first-episode psychosis: A network analysis approach
    Gil-Berrozpe, Gustavo J.
    Segura, Alex G.
    Sanchez-Torres, Ana M.
    Amoretti, Silvia
    Gine-Serven, Eloi
    Vieta, Eduard
    Mezquida, Gisela
    Lobo, Antonio
    Gonzalez-Pinto, Ana
    Andreu-Bernabeu, Alvaro
    Roldan, Alexandra
    Forte, Maria Florencia
    Castro, Josefina
    Berge, Daniel
    Rodriguez, Natalia
    Ballesteros, Alejandro
    Mas, Sergi
    Cuesta, Manuel J.
    Bernardo, Miquel
    PEPs Grp
    EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2025, 92 : 52 - 61
  • [5] Polygenic risk scores enhance prediction of body mass index increase in individuals with a first episode of psychosis
    Muntane, Gerard
    Vazquez-Bourgon, Javier
    Sada, Ester
    Martorell, Lourdes
    Papiol, Sergi
    Bosch, Elena
    Navarro, Arcadi
    Crespo-Facorro, Benedicto
    Vilella, Elisabet
    EUROPEAN PSYCHIATRY, 2023, 66 (01)
  • [6] Effect of polygenic risk score, family load of schizophrenia and exposome risk score, and their interactions, on the long-term outcome of first-episode psychosis
    Cuesta, M. J.
    Papiol, S.
    Ibanez, B.
    Garcia de Jalon, E.
    Sanchez-Torres, A. M.
    Gil-Berrozpe, G. J.
    Moreno-Izco, L.
    Zarzuela, A.
    Fananas, L.
    Peralta, V.
    PSYCHOLOGICAL MEDICINE, 2023, 53 (14) : 6838 - 6847
  • [7] Metabolic syndrome risk prediction in an Australian sample with first-episode psychosis using the psychosis metabolic risk calculator: A validation study
    Teasdale, Scott B.
    Ardill-Young, Oliver
    Morell, Rachel
    Ward, Philip B.
    Khandaker, Golam M.
    Upthegrove, Rachel
    Curtis, Jackie
    Perry, Benjamin, I
    AUSTRALASIAN PSYCHIATRY, 2025, 33 (01) : 120 - 127
  • [8] Predictors of engagement in first-episode psychosis
    Casey, Daniel
    Brown, Luke
    Gajwani, Ruchika
    Islam, Zoebia
    Jasani, Rubina
    Parsons, Helen
    Tah, Priya
    Birchwood, Max
    Singh, Swaran P.
    SCHIZOPHRENIA RESEARCH, 2016, 175 (1-3) : 204 - 208
  • [9] Associations between age and neurocognition in individuals at clinical high risk and first-episode psychosis
    Zhang, Tianhong
    Wei, Yanyan
    Cui, Huiru
    Tang, Xiaochen
    Xu, Lihua
    Hu, Yegang
    Tang, Yingying
    Liu, Haichun
    Chen, Tao
    Li, Chunbo
    Wang, Jijun
    PSYCHIATRY RESEARCH, 2023, 327
  • [10] Abnormal reward prediction-error signalling in antipsychotic naive individuals with first-episode psychosis or clinical risk for psychosis
    Ermakova, Anna O.
    Knolle, Franziska
    Justicia, Azucena
    Bullmore, Edward T.
    Jones, Peter B.
    Robbins, Trevor W.
    Fletcher, Paul C.
    Murray, Graham K.
    NEUROPSYCHOPHARMACOLOGY, 2018, 43 (08) : 1691 - 1699