Increasing Sample Diversity in Psychiatric Genetics - Introducing a new Cohort of Patients with Schizophrenia and Controls from Vietnam - Results from a Pilot Study
Văn Tuân NguyêniD, Alice BrauniD, Julia KraftiD, Thi Minh Tam TaiD, Georgia PanagiotaropoulouiD, Vinh Phuc NguyeniD, Thi Hoa NguyeniD, Vassily TrubetskoyiD, C. T. Le, Thi Thu Há Lê, X. T. Pham, Isabella HeuseriD, Norman H. LamiD, Kerem BögeiD, I.M. HahneiD, Malek BajboujiD, Marco Matthäus ZierhutiD, Eric W. HahniD, Stephan RipkeiD
Abstract
ObjectivesGenome-Wide Association Studies (GWAS) of Schizophrenia (SCZ) have provided new biological insights; however, most cohorts are of European ancestry. As a result, derived polygenic risk scores (PRS) show decreased predictive power when applied to populations of different ancestries. We aimed to assess the feasibility of a large-scale data collection in Hanoi, Vietnam, contribute to international efforts to diversify ancestry in SCZ genetic research and examine the transferability of SCZ-PRS to individuals of Vietnamese Kinh ancestry. MethodsIn a pilot study, 368 individuals (including 190 SCZ cases) were recruited at the Hanoi Medical Universitys associated psychiatric hospitals and outpatient facilities. Data collection included sociodemographic data, baseline clinical data, clinical interviews assessing symptom severity and genome-wide SNP genotyping. SCZ-PRS were generated using different training data sets: i) European, ii) East-Asian and iii) trans-ancestry GWAS summary statistics from the latest SCZ GWAS meta-analysis. ResultsSCZ-PRS significantly predicted case status in Vietnamese individuals using mixed-ancestry (R2 liability=4.9%, p=6.83*10-8), East-Asian (R2 liability=4.5%, p=2.73*10-7) and European (R2 liability=3.8%, p = 1.79*10-6) discovery samples. DiscussionOur results corroborate previous findings of reduced PRS predictive power across populations, highlighting the importance of ancestral diversity in GWA studies.
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