Polygenic Risk Score Analysis of Alzheimer's Disease in Cases without APOE4 or APOE2 Alleles

被引:37
|
作者
Escott-Price, V [1 ]
Myers, A. [2 ,3 ,4 ]
Huentelman, M. [5 ]
Shoai, M. [6 ,7 ]
Hardy, J. [6 ,7 ]
机构
[1] Cardiff Univ, MRC Ctr Neuropsychiat Genet & Genom, Dementia Res Inst, Cardiff, S Glam, Wales
[2] Univ Miami, Miller Sch Med, Dept Psychiat & Behav Sci, Program Neurosci, Miami, FL 33136 USA
[3] Univ Miami, Miller Sch Med, Dept Psychiat & Behav Sci, Program Human Genet & Genom, Miami, FL 33136 USA
[4] Univ Miami, Miller Sch Med, Dept Psychiat & Behav Sci, Ctr Aging, Miami, FL 33136 USA
[5] Translat Genom Res Inst TGen, Neurogen Div, Phoenix, AZ 85004 USA
[6] Inst Neurol, Dept Mol Neurosci, London, England
[7] Inst Neurol, Reta Lilla Weston Labs, London, England
来源
基金
美国国家卫生研究院;
关键词
Alzheimer's disease; genetics; pathology; APOE;
D O I
10.14283/jpad.2018.46
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
The We and others have previously shown that polygenic risk score analysis (PRS) has considerable predictive utility for identifying those at high risk of developing Alzheimer's disease (AD) with an area under the curve (AUC) of >0.8. However, by far the greatest determinant of this risk is the apolipoprotein E locus with the E4 allele alone giving an AUC of similar to 0.68 and the inclusion of the protective E2 allele increasing this to similar to 0.69 in a clinical cohort. An important question is to determine how good PRS is at predicting risk in those who do not carry the E4 allele (E3 homozygotes, E3E2 and E2E2) and in those who carry neither the E4 or E2 allele (i.e. E3 homozygotes). Previous studies have shown that PRS remains a significant predictor of AD risk in clinical cohorts after controlling for APOE epsilon 4 carrier status. In this study we assess the accuracy of PRS prediction in a cohort of pathologically confirmed AD cases and controls. The exclusion of APOE4 carriers has surprisingly little effect on the PRS prediction accuracy (AUC similar to 0.83 [95% CI: 0.80-0.86]), and the accuracy remained higher than that in clinical cohorts with APOE included as a predictor. From a practical perspective this suggests that PRS analysis will have predictive utility even in E4 negative individuals and may be useful in clinical trial design.
引用
收藏
页码:16 / 19
页数:4
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