作者
Younga Heather Lee, Tanayott Thaweethai, Yi-Han Sheu, Yen-Chen Anne Feng, Elizabeth W Karlson, Tian Ge, Peter Kraft, Jordan W Smoller
发表日期
2023/11
期刊
Psychological Medicine
卷号
53
期号
15
页码范围
7435-7445
出版商
Cambridge University Press
简介
BackgroundHospital-based biobanks are being increasingly considered as a resource for translating polygenic risk scores (PRS) into clinical practice. However, since these biobanks originate from patient populations, there is a possibility of bias in polygenic risk estimation due to overrepresentation of patients with higher frequency of healthcare interactions.MethodsPRS for schizophrenia, bipolar disorder, and depression were calculated using summary statistics from the largest available genomic studies for a sample of 24 153 European ancestry participants in the Mass General Brigham (MGB) Biobank. To correct for selection bias, we fitted logistic regression models with inverse probability (IP) weights, which were estimated using 1839 sociodemographic, clinical, and healthcare utilization features extracted from electronic health records of 1 546 440 non-Hispanic White patients eligible to participate in the …
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