Manifestations of Alzheimer's disease genetic risk in the blood are evident in a multiomic analysis in healthy adults aged 18 to 90

被引:12
作者
Heath, Laura [1 ,2 ]
Earls, John C. [1 ,3 ]
Magis, Andrew T. [1 ]
Kornilov, Sergey A. [1 ]
Lovejoy, Jennifer C. [1 ]
Funk, Cory C. [1 ]
Rappaport, Noa [1 ]
Logsdon, Benjamin A. [2 ]
Mangravite, Lara M. [2 ]
Kunkle, Brian W. [4 ,5 ]
Martin, Eden R. [4 ,5 ]
Naj, Adam C. [6 ,7 ]
Ertekin-Taner, Nilufer [8 ,9 ]
Golde, Todd E. [10 ]
Hood, Leroy [1 ,11 ]
Price, Nathan D. [1 ,3 ]
机构
[1] Inst Syst Biol, Seattle, WA 98109 USA
[2] Sage Bionetworks, Seattle, WA 98121 USA
[3] Thorne HealthTech, New York, NY 10019 USA
[4] Univ Miami, Miller Sch Med, John P Hussman Inst Human Genom, Miami, FL 33136 USA
[5] Univ Miami, Miller Sch Med, Dr John T Macdonald Fdn Dept Human Genet, Miami, FL 33136 USA
[6] Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA 19104 USA
[7] Univ Penn, Perelman Sch Med, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA
[8] Mayo Clin, Dept Neurol, Jacksonville, FL 32224 USA
[9] Mayo Clin, Dept Neurosci, Jacksonville, FL 32224 USA
[10] Univ Florida, Coll Med, Dept Neurosci, McKnight Brain Inst,Ctr Translat Res Neurodegener, Gainesville, FL 32610 USA
[11] Providence St Joseph Hlth, Renton, WA USA
基金
英国医学研究理事会; 美国国家卫生研究院; 英国惠康基金;
关键词
MILD COGNITIVE IMPAIRMENT; APOLIPOPROTEIN-E; TARGETED LIPIDOMICS; SEX-DIFFERENCES; ASSOCIATION; METAANALYSIS; ALPHA; BETA; CHOLESTEROL; CYTOSCAPE;
D O I
10.1038/s41598-022-09825-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Genetics play an important role in late-onset Alzheimer's Disease (AD) etiology and dozens of genetic variants have been implicated in AD risk through large-scale GWAS meta-analyses. However, the precise mechanistic effects of most of these variants have yet to be determined. Deeply phenotyped cohort data can reveal physiological changes associated with genetic risk for AD across an age spectrum that may provide clues to the biology of the disease. We utilized over 2000 high-quality quantitative measurements obtained from blood of 2831 cognitively normal adult clients of a consumer-based scientific wellness company, each with CLIA-certified whole-genome sequencing data. Measurements included: clinical laboratory blood tests, targeted chip-based proteomics, and metabolomics. We performed a phenome-wide association study utilizing this diverse blood marker data and 25 known AD genetic variants and an AD-specific polygenic risk score (PGRS), adjusting for sex, age, vendor (for clinical labs), and the first four genetic principal components; sex-SNP interactions were also assessed. We observed statistically significant SNP-analyte associations for five genetic variants after correction for multiple testing (for SNPs in or near NYAP1, ABCA7, INPP5D, and APOE), with effects detectable from early adulthood. The ABCA7 SNP and the APOE2 and APOE4 encoding alleles were associated with lipid variability, as seen in previous studies; in addition, six novel proteins were associated with the e2 allele. The most statistically significant finding was between the NYAP1 variant and PILRA and PILRB protein levels, supporting previous functional genomic studies in the identification of a putative causal variant within the PILRA gene. We did not observe associations between the PGRS and any analyte. Sex modified the effects of four genetic variants, with multiple interrelated immune-modulating effects associated with the PICALM variant. In post-hoc analysis, sex-stratified GWAS results from an independent AD case-control meta-analysis supported sex-specific disease effects of the PICALM variant, highlighting the importance of sex as a biological variable. Known AD genetic variation influenced lipid metabolism and immune response systems in a population of non-AD individuals, with associations observed from early adulthood onward. Further research is needed to determine whether and how these effects are implicated in early-stage biological pathways to AD. These analyses aim to complement ongoing work on the functional interpretation of AD-associated genetic variants.
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页数:17
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