TY - JOUR
T1 - Basic Science and Pathogenesis
AU - Alzheimer's Disease Neuroimaging Initiative (ADNI) and The Alzheimer's Disease Sequencing Project (ADSP)
AU - Regelson, Alexandra N.
AU - Archer, Derek B.
AU - Durant, Alaina
AU - Mukherjee, Shubhabrata
AU - Lee, Michael L.
AU - Choi, Seo Eun
AU - Scollard, Phoebe
AU - Trittschuh, Emily H.
AU - Mez, Jesse
AU - Bush, William S.
AU - Kuzma, Amanda
AU - Cuccaro, Michael L.
AU - Cruchaga, Carlos
AU - Farrer, Lindsay A.
AU - Wang, Li San
AU - Schellenberg, Gerald D.
AU - Mayeux, Richard
AU - Kukull, Walter W.
AU - Keene, C. Dirk
AU - Saykin, Andrew J.
AU - Johnson, Sterling C.
AU - Engelman, Corinne D.
AU - Bennett, David A.A.
AU - Barnes, Lisa L.
AU - Larson, Eric B.
AU - Nho, Kwangsik
AU - Goate, Alison M.
AU - Renton, Alan E.
AU - Marcora, Edoardo
AU - Fulton-Howard, Brian
AU - Patel, Tulsi
AU - Risacher, Shannon L.
AU - DeStefano, Anita L.
AU - Schneider, Julie A.
AU - Habes, Mohamad
AU - Seshadri, Sudha
AU - Satizabal, Claudia L.
AU - Maillard, Pauline
AU - Toga, Arthur W.
AU - Crawford, Karen
AU - Tosun, Duygu
AU - Vance, Jeffery M.
AU - Mormino, Elizabeth C.
AU - Decarli, Charles
AU - Montine, Thomas J.
AU - Beecham, Gary W.
AU - Biber, Sarah
AU - Jager, Philip L.De
AU - Menon, Vilas
AU - Lee, Annie J.
N1 - Publisher Copyright:
© 2025 The Alzheimer's Association. Alzheimer's & Dementia published by Wiley Periodicals LLC on behalf of Alzheimer's Association.
PY - 2025/12/1
Y1 - 2025/12/1
N2 - BACKGROUND: Despite evidence that Alzheimer's Disease (AD) is a highly heritable disease, there remains substantial "missing" heritability, likely due to the clinical and neuropathologic heterogeneity inherent in the disease. Here, we leverage sensitive longitudinal cognitive measures as endophenotypes in a rare variant analysis to identify novel genetic drivers of cognitive decline in aging and disease. METHOD: We leveraged 8 cohorts of cognitive aging with whole genome sequencing data from the AD Sequencing Project to conduct rare variant analyses of multiple domains of cognition (N = 8,481; mean age=73; 56% female; 52% cognitively unimpaired). Harmonized scores for memory, executive function, and language were derived using confirmatory factor analysis models. Longitudinal scores were generated for each domain using linear mixed model regressions. Participants of European ancestry inferred using SNPweights and 1000G reference panel were included. Variants included had a minor allele frequency < 0.01 and were annotated as a high or moderate impact SNP using VEP. We performed SKAT-O testing for genes with at least two variants contributing and with a minimum aggregate minor allele count >10. All tests were adjusted for sex, baseline age at cognitive assessment, sequencing center and platform, and the first 5 principal components of genetic ancestry. Correction for multiple comparisons was completed using the false discovery rate (FDR) procedure. RESULT: We identified 9 genes associated with our cognitive domains. Two genes (APOE, PSEN1) were associated with baseline memory (both pFDR=0.07), one (PEDS1-UBE2V1) with baseline language (pFDR=0.01), and six (HPN, HPN-AS1, GAB1, CXCL3, SIGIRR, PLA2G4A) with executive function decline (pFDR range=0.01-0.08). SIGIRR, PLA2G4A, and HPN all had high impact variants contributing to the gene score that were significantly associated with executive function decline. CONCLUSION: These results highlight novel rare variants associated with cognition. GAB1 is an AGORA nominated gene target for potential AD treatment. Decreased expression was found in cholinergic neurons in AD patients and decreased learning and memory in a mouse model of AD. PLA2G4A has increased expression in AD patients that is evident in early stages but is decreased in healthy aging brains. Future work will incorporate other ancestries.
AB - BACKGROUND: Despite evidence that Alzheimer's Disease (AD) is a highly heritable disease, there remains substantial "missing" heritability, likely due to the clinical and neuropathologic heterogeneity inherent in the disease. Here, we leverage sensitive longitudinal cognitive measures as endophenotypes in a rare variant analysis to identify novel genetic drivers of cognitive decline in aging and disease. METHOD: We leveraged 8 cohorts of cognitive aging with whole genome sequencing data from the AD Sequencing Project to conduct rare variant analyses of multiple domains of cognition (N = 8,481; mean age=73; 56% female; 52% cognitively unimpaired). Harmonized scores for memory, executive function, and language were derived using confirmatory factor analysis models. Longitudinal scores were generated for each domain using linear mixed model regressions. Participants of European ancestry inferred using SNPweights and 1000G reference panel were included. Variants included had a minor allele frequency < 0.01 and were annotated as a high or moderate impact SNP using VEP. We performed SKAT-O testing for genes with at least two variants contributing and with a minimum aggregate minor allele count >10. All tests were adjusted for sex, baseline age at cognitive assessment, sequencing center and platform, and the first 5 principal components of genetic ancestry. Correction for multiple comparisons was completed using the false discovery rate (FDR) procedure. RESULT: We identified 9 genes associated with our cognitive domains. Two genes (APOE, PSEN1) were associated with baseline memory (both pFDR=0.07), one (PEDS1-UBE2V1) with baseline language (pFDR=0.01), and six (HPN, HPN-AS1, GAB1, CXCL3, SIGIRR, PLA2G4A) with executive function decline (pFDR range=0.01-0.08). SIGIRR, PLA2G4A, and HPN all had high impact variants contributing to the gene score that were significantly associated with executive function decline. CONCLUSION: These results highlight novel rare variants associated with cognition. GAB1 is an AGORA nominated gene target for potential AD treatment. Decreased expression was found in cholinergic neurons in AD patients and decreased learning and memory in a mouse model of AD. PLA2G4A has increased expression in AD patients that is evident in early stages but is decreased in healthy aging brains. Future work will incorporate other ancestries.
UR - https://www.scopus.com/pages/publications/105025863003
U2 - 10.1002/alz70855_105742
DO - 10.1002/alz70855_105742
M3 - Article
C2 - 41442729
AN - SCOPUS:105025863003
SN - 1552-5260
VL - 21
SP - e105742
JO - Alzheimer's and Dementia
JF - Alzheimer's and Dementia
ER -