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

TitleManifestations of Alzheimer's disease genetic risk in the blood are evident in a multiomic analysis in healthy adults aged 18 to 90.
Publication TypeJournal Article
Year of Publication2022
AuthorsHeath L, Earls JC, Magis AT, Kornilov SA, Lovejoy JC, Funk CC, Rappaport N, Logsdon BA, Mangravite LM, Kunkle BW, Martin ER, Naj AC, Ertekin-Taner N, Golde TE, Hood L, Price ND
Corporate AuthorsAlzheimer’s Disease Genetics Consortium
JournalSci Rep
Volume12
Issue1
Pagination6117
Date Published04/2022
ISSN2045-2322
KeywordsAdult, Alzheimer Disease, Apolipoprotein E2, ATP-Binding Cassette Transporters, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Genomics, Humans, Male, Polymorphism, Single Nucleotide
Abstract

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.

DOI10.1038/s41598-022-09825-2
Alternate JournalSci Rep
PubMed ID35413975
PubMed Central IDPMC9005657
Grant ListP30 AG019610 / AG / NIA NIH HHS / United States
P50 AG023501 / AG / NIA NIH HHS / United States
R01 AG009029 / AG / NIA NIH HHS / United States
R01 AG027944 / AG / NIA NIH HHS / United States
R01 AG042437 / AG / NIA NIH HHS / United States
P30 AG013854 / AG / NIA NIH HHS / United States
P30 AG066444 / AG / NIA NIH HHS / United States
P50 AG016574 / AG / NIA NIH HHS / United States
P50 AG008671 / AG / NIA NIH HHS / United States
U01 HG004610 / HG / NHGRI NIH HHS / United States
P30 AG010129 / AG / NIA NIH HHS / United States
R01 AG062634 / AG / NIA NIH HHS / United States
P30 AG066518 / AG / NIA NIH HHS / United States
R01 AG028786 / AG / NIA NIH HHS / United States
/ WT_ / Wellcome Trust / United Kingdom
U19 AG023122 / AG / NIA NIH HHS / United States
R01 AG025259 / AG / NIA NIH HHS / United States
R01 AG013616 / AG / NIA NIH HHS / United States
P50 AG016573 / AG / NIA NIH HHS / United States
R01 AG030146 / AG / NIA NIH HHS / United States
R01 AG032990 / AG / NIA NIH HHS / United States
KL2 RR024151 / RR / NCRR NIH HHS / United States
P30 AG010133 / AG / NIA NIH HHS / United States
U24 AG021886 / AG / NIA NIH HHS / United States
R01 AG009956 / AG / NIA NIH HHS / United States
P50 AG005133 / AG / NIA NIH HHS / United States
R01 AG041797 / AG / NIA NIH HHS / United States
P30 AG010124 / AG / NIA NIH HHS / United States
P50 AG033514 / AG / NIA NIH HHS / United States
U01 AG032984 / AG / NIA NIH HHS / United States
P01 AG002219 / AG / NIA NIH HHS / United States
RC2 AG036502 / AG / NIA NIH HHS / United States
P50 AG005146 / AG / NIA NIH HHS / United States
P20 MD000546 / MD / NIMHD NIH HHS / United States
U01 AG016976 / AG / NIA NIH HHS / United States
R01 AG020688 / AG / NIA NIH HHS / United States
U01 AG006781 / AG / NIA NIH HHS / United States
R01 AG017173 / AG / NIA NIH HHS / United States
R01 AG048927 / AG / NIA NIH HHS / United States
P50 AG005136 / AG / NIA NIH HHS / United States
P01 AG003991 / AG / NIA NIH HHS / United States
P50 AG005681 / AG / NIA NIH HHS / United States
P30 AG028377 / AG / NIA NIH HHS / United States
/ HHMI / Howard Hughes Medical Institute / United States
P01 AG026276 / AG / NIA NIH HHS / United States
U01 AG024904 / AG / NIA NIH HHS / United States
R01 AG022018 / AG / NIA NIH HHS / United States
R01 AG015819 / AG / NIA NIH HHS / United States
R01 MH080295 / MH / NIMH NIH HHS / United States
P30 AG012300 / AG / NIA NIH HHS / United States
P30 AG008051 / AG / NIA NIH HHS / United States
R01 AG012101 / AG / NIA NIH HHS / United States
/ / CIHR / Canada
RF1 AG051504 / AG / NIA NIH HHS / United States
UL1 RR029893 / RR / NCRR NIH HHS / United States
R01 AG061796 / AG / NIA NIH HHS / United States
U24 AG041689 / AG / NIA NIH HHS / United States
R01 AG019085 / AG / NIA NIH HHS / United States
P50 AG016570 / AG / NIA NIH HHS / United States
R01 AG035137 / AG / NIA NIH HHS / United States
/ MRC_ / Medical Research Council / United Kingdom
U01 AG010483 / AG / NIA NIH HHS / United States
R01 AG022374 / AG / NIA NIH HHS / United States
P01 AG019724 / AG / NIA NIH HHS / United States
P30 AG028383 / AG / NIA NIH HHS / United States
P50 AG008702 / AG / NIA NIH HHS / United States
R01 AG033193 / AG / NIA NIH HHS / United States
P30 AG010161 / AG / NIA NIH HHS / United States
U01 AG046139 / AG / NIA NIH HHS / United States
P30 AG072977 / AG / NIA NIH HHS / United States
P50 AG005138 / AG / NIA NIH HHS / United States
P50 AG005131 / AG / NIA NIH HHS / United States
R01 AG037212 / AG / NIA NIH HHS / United States
R37 AG015473 / AG / NIA NIH HHS / United States
R01-AG062634-01 / AG / NIA NIH HHS / United States
U01 HG008657 / HG / NHGRI NIH HHS / United States
RC2 AG036528 / AG / NIA NIH HHS / United States
P30 AG072976 / AG / NIA NIH HHS / United States
P50 AG005142 / AG / NIA NIH HHS / United States
R01 NS059873 / NS / NINDS NIH HHS / United States
P30 AG008017 / AG / NIA NIH HHS / United States
U24 AG026395 / AG / NIA NIH HHS / United States
RC2 AG036650 / AG / NIA NIH HHS / United States
P30 AG013846 / AG / NIA NIH HHS / United States
P50 AG005134 / AG / NIA NIH HHS / United States
P50 AG016582 / AG / NIA NIH HHS / United States
U01 HG006375 / HG / NHGRI NIH HHS / United States
R01 AG031581 / AG / NIA NIH HHS / United States
R01 CA129769 / CA / NCI NIH HHS / United States
R01 AG026916 / AG / NIA NIH HHS / United States
R01 AG017917 / AG / NIA NIH HHS / United States