Assessment of a polygenic hazard score for the onset of pre-clinical Alzheimer's disease

被引:3
作者
Vacher, Michael [1 ,2 ,3 ]
Dore, Vincent [4 ,5 ,6 ]
Porter, Tenielle [2 ,3 ,7 ]
Milicic, Lidija [2 ,3 ]
Villemagne, Victor L. [2 ,8 ]
Bourgeat, Pierrick [9 ]
Burnham, Sam C. [2 ,4 ]
Cox, Timothy [4 ]
Masters, Colin L. [10 ]
Rowe, Christopher C. [5 ,6 ]
Fripp, Jurgen [9 ]
Doecke, James D. [2 ,9 ]
Laws, Simon M. [2 ,3 ,7 ]
机构
[1] CSIRO, Australian E Hlth Res Ctr, Floreat, WA 6014, Australia
[2] Edith Cowan Univ, Ctr Precis Hlth, Joondalup, WA 6027, Australia
[3] Edith Cowan Univ, Collaborat Genom & Translat Grp, Sch Med & Hlth Sci, Joondalup, WA 6027, Australia
[4] CSIRO, Australian E Hlth Res Ctr, Parkville, Vic 3052, Australia
[5] Austin Hlth, Dept Mol Imaging & Therapy, Heidelberg, Vic, Australia
[6] Austin Hlth, Ctr PET, Heidelberg, Vic, Australia
[7] Curtin Univ, Curtin Hlth Innovat Res Inst, Bentley, WA 6102, Australia
[8] Univ Pittsburgh, Dept Psychiat, Pittsburgh, PA USA
[9] CSIRO, Australian E Hlth Res Ctr, Herston, Qld 4029, Australia
[10] Univ Melbourne, Florey Inst, Parkville, Vic 3052, Australia
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会;
关键词
Alzheimer's disease; Polygenic hazard score; Brain atrophy; AD onset; LIFE-STYLE AIBL; RISK PREDICTION; BIOMARKERS; DEPOSITION; LOCI; MRI;
D O I
10.1186/s12864-022-08617-2
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background With a growing number of loci associated with late-onset (sporadic) Alzheimer's disease (AD), the polygenic contribution to AD is now well established. The development of polygenic risk score approaches have shown promising results for identifying individuals at higher risk of developing AD, thereby facilitating the development of preventative and therapeutic strategies. A polygenic hazard score (PHS) has been proposed to quantify age-specific genetic risk for AD. In this study, we assessed the predictive power and transferability of this PHS in an independent cohort, to support its clinical utility. Results Using genotype and imaging data from 780 individuals enrolled in the Australian Imaging, Biomarkers and Lifestyle (AIBL) study, we investigated associations between the PHS and several AD-related traits, including 1) cross-sectional A beta-amyloid (A beta) deposition, 2) longitudinal brain atrophy, 3) longitudinal cognitive decline, 4) age of onset. Except in the cognitive domain, we obtained results that were consistent with previously published findings. The PHS was associated with increased A beta burden, faster regional brain atrophy and an earlier age of onset. Conclusion Overall, the results support the predictive power of a PHS, however, with only marginal improvement compared to apolipoprotein E alone.
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页数:8
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