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Comparison of polygenic risk scores for type 2 diabetes developed from different ancestry groups
Takuma Furukawa1,2, Megumi Hara3, Yuichiro Nishida3
1Department of Preventive Medicine, Faculty of Medicine, Saga University, Saga, Japan. sr0753@cc.saga-u.ac.jp.
Abstract:
Polygenic risk scores (PRS) are useful for assessing disease risk; however, knowledge about their effectiveness among Asian and other populations is limited. This study aimed to compare the classification accuracy of PRSs for type 2 diabetes (T2D-PRS) developed from different ancestry groups using genotype data from 14,083 Japanese participants. Participants' scores were calculated using T2D-PRS models, and logistic regression analysis and receiver operating characteristic curves were assessed. The odds ratio of diabetes per 1 standard deviation increase in PRS was 2.18 and 1.55 for the Japanese and European T2D-PRSs, respectively. The area under the curve (AUC) for the Japanese T2D-PRS was 0.781, whereas that for the European T2D-PRS was 0.738 (P < 0.001). Additionally, age-stratified analysis showed higher AUCs in younger than older age groups. The PRS developed from matched ancestry populations has high classification accuracy for diabetes and is particularly useful for the early detection of high-risk individuals with diabetes.
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