A polygenic risk score predicts mosaic loss of chromosome Y in circulating blood cells

被引:6
|
作者
Riaz, Moeen [1 ]
Mattisson, Jonas [2 ]
Polekhina, Galina [1 ]
Bakshi, Andrew [1 ]
Halvardson, Jonatan [2 ]
Danielsson, Marcus [2 ]
Ameur, Adam [2 ]
McNeil, John [1 ]
Forsberg, Lars A. [2 ,3 ]
Lacaze, Paul [1 ]
机构
[1] Monash Univ, Sch Publ Hlth & Prevent Med, Dept Epidemiol & Prevent Med, Melbourne, Vic, Australia
[2] Uppsala Univ, Dept Immunol Genet & Pathol, Sci Life Lab, Uppsala, Sweden
[3] Uppsala Univ, Beijer Lab, Uppsala, Sweden
基金
美国国家卫生研究院; 英国医学研究理事会; 瑞典研究理事会; 欧洲研究理事会;
关键词
Mosaic loss of chromosome Y; LOY; mLOY; Polygenic risk score; PRS; ASPREE; PERIPHERAL-BLOOD; SURVIVAL; DISEASE; TOOL;
D O I
10.1186/s13578-021-00716-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background Mosaic loss of Y chromosome (LOY) is the most common somatic change that occurs in circulating white blood cells of older men. LOY in leukocytes is associated with increased risk for all-cause mortality and a range of common disease such as hematological and non-hematological cancer, Alzheimer's disease, and cardiovascular events. Recent genome-wide association studies identified up to 156 germline variants associated with risk of LOY. The objective of this study was to use these variants to calculate a novel polygenic risk score (PRS) for LOY, and to assess the predictive performance of this score in a large independent population of older men. Results We calculated a PRS for LOY in 5131 men aged 70 years and older. Levels of LOY were estimated using microarrays and validated by whole genome sequencing. After adjusting for covariates, the PRS was a significant predictor of LOY (odds ratio [OR] = 1.74 per standard deviation of the PRS, 95% confidence intervals [CI] 1.62-1.86, p < 0.001). Men in the highest quintile of the PRS distribution had > fivefold higher risk of LOY than the lowest (OR = 5.05, 95% CI 4.05-6.32, p < 0.001). Adding the PRS to a LOY prediction model comprised of age, smoking and alcohol consumption significantly improved prediction (AUC = 0.628 [CI 0.61-0.64] to 0.695 [CI 0.67-0.71], p < 0.001). Conclusions Our results suggest that a PRS for LOY could become a useful tool for risk prediction and targeted intervention for common disease in men.
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页数:8
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