Title | Multi-omics and pathway analyses of genome-wide associations implicate regulation and immunity in verbal declarative memory performance. |
Publication Type | Journal Article |
Year of Publication | 2024 |
Authors | Mei, H, Simino, J, Li, L, Jiang, F, Bis, JC, Davies, G, W Hill, D, Xia, C, Gudnason, V, Yang, Q, Lahti, J, Smith, JA, Kirin, M, De Jager, P, Armstrong, NJ, Ghanbari, M, Kolcic, I, Moran, C, Teumer, A, Sargurupremraj, M, Mahmud, S, Fornage, M, Zhao, W, Satizabal, CL, Polasek, O, Räikkönen, K, Liewald, DC, Homuth, G, Callisaya, M, Mather, KA, B Windham, G, Zemunik, T, Palotie, A, Pattie, A, van der Auwera, S, Thalamuthu, A, Knopman, DS, Rudan, I, Starr, JM, Wittfeld, K, Kochan, NA, Griswold, ME, Vitart, V, Brodaty, H, Gottesman, R, Cox, SR, Psaty, BM, Boerwinkle, E, Chasman, DI, Grodstein, F, Sachdev, PS, Srikanth, V, Hayward, C, Wilson, JF, Eriksson, JG, Kardia, SLR, Grabe, HJ, Bennett, DA, M Ikram, A, Deary, IJ, van Duijn, CM, Launer, L, Fitzpatrick, AL, Seshadri, S, Bressler, J, Debette, S, Mosley, TH |
Journal | Alzheimers Res Ther |
Volume | 16 |
Issue | 1 |
Pagination | 14 |
Date Published | 2024 Jan 20 |
ISSN | 1758-9193 |
Keywords | Aged, Cognition, Genome-Wide Association Study, Humans, Memory, MicroRNAs, Multiomics, Polymorphism, Single Nucleotide |
Abstract | BACKGROUND: Uncovering the functional relevance underlying verbal declarative memory (VDM) genome-wide association study (GWAS) results may facilitate the development of interventions to reduce age-related memory decline and dementia. METHODS: We performed multi-omics and pathway enrichment analyses of paragraph (PAR-dr) and word list (WL-dr) delayed recall GWAS from 29,076 older non-demented individuals of European descent. We assessed the relationship between single-variant associations and expression quantitative trait loci (eQTLs) in 44 tissues and methylation quantitative trait loci (meQTLs) in the hippocampus. We determined the relationship between gene associations and transcript levels in 53 tissues, annotation as immune genes, and regulation by transcription factors (TFs) and microRNAs. To identify significant pathways, gene set enrichment was tested in each cohort and meta-analyzed across cohorts. Analyses of differential expression in brain tissues were conducted for pathway component genes. RESULTS: The single-variant associations of VDM showed significant linkage disequilibrium (LD) with eQTLs across all tissues and meQTLs within the hippocampus. Stronger WL-dr gene associations correlated with reduced expression in four brain tissues, including the hippocampus. More robust PAR-dr and/or WL-dr gene associations were intricately linked with immunity and were influenced by 31 TFs and 2 microRNAs. Six pathways, including type I diabetes, exhibited significant associations with both PAR-dr and WL-dr. These pathways included fifteen MHC genes intricately linked to VDM performance, showing diverse expression patterns based on cognitive status in brain tissues. CONCLUSIONS: VDM genetic associations influence expression regulation via eQTLs and meQTLs. The involvement of TFs, microRNAs, MHC genes, and immune-related pathways contributes to VDM performance in older individuals. |
DOI | 10.1186/s13195-023-01376-6 |
Alternate Journal | Alzheimers Res Ther |
PubMed ID | 38245754 |
PubMed Central ID | PMC10799499 |
Grant List | R01 HL103612 / HL / NHLBI NIH HHS / United States R01 HL120393 / HL / NHLBI NIH HHS / United States P01 DK070756 / DK / NIDDK NIH HHS / United States R01 HL086694 / HL / NHLBI NIH HHS / United States R01 HL034594 / HL / NHLBI NIH HHS / United States R01 AG015819 / AG / NIA NIH HHS / United States R01 CA050385 / CA / NCI NIH HHS / United States R01 NS041558 / NS / NINDS NIH HHS / United States R01 DK058845 / DK / NIDDK NIH HHS / United States R01 NS017950 / NS / NINDS NIH HHS / United States U01 HG004728 / HG / NHGRI NIH HHS / United States N01AG12100 / AG / NIA NIH HHS / United States R01 HL071917 / HL / NHLBI NIH HHS / United States R01 AG016495 / AG / NIA NIH HHS / United States UL1 RR025005 / RR / NCRR NIH HHS / United States K08 AG034290 / AG / NIA NIH HHS / United States 1P20GM144041 / GM / NIGMS NIH HHS / United States P01 CA087969 / CA / NCI NIH HHS / United States U01 HL080295 / HL / NHLBI NIH HHS / United States R01 CA134958 / CA / NCI NIH HHS / United States R01 CA067262 / CA / NCI NIH HHS / United States MR/T030852/1 / MRC_ / Medical Research Council / United Kingdom K25 AG041906 / AG / NIA NIH HHS / United States R01 HL043851 / HL / NHLBI NIH HHS / United States R01 HL059367 / HL / NHLBI NIH HHS / United States R01 HL087660 / HL / NHLBI NIH HHS / United States R01 AG030146 / AG / NIA NIH HHS / United States P01 CA055075 / CA / NCI NIH HHS / United States HHSN268200800007C / HL / NHLBI NIH HHS / United States P20 GM144041 / GM / NIGMS NIH HHS / United States R01 AG017917 / AG / NIA NIH HHS / United States R01 HL087652 / HL / NHLBI NIH HHS / United States U01 HG004402 / HG / NHGRI NIH HHS / United States UL1 TR000124 / TR / NCATS NIH HHS / United States N01HC55222 / HL / NHLBI NIH HHS / United States U01 CA067262 / CA / NCI NIH HHS / United States R01 CA065725 / CA / NCI NIH HHS / United States U01 HL054464 / HL / NHLBI NIH HHS / United States N01HC85086 / HL / NHLBI NIH HHS / United States R01 HL119443 / HL / NHLBI NIH HHS / United States R01 HL105756 / HL / NHLBI NIH HHS / United States R01HL105756 / NH / NIH HHS / United States P30 DK063491 / DK / NIDDK NIH HHS / United States R01 AG008122 / AG / NIA NIH HHS / United States HHSN268201700002C / HL / NHLBI NIH HHS / United States HHSN268201200036C / HL / NHLBI NIH HHS / United States P30 AG010161 / AG / NIA NIH HHS / United States HHSN268201700001I / HL / NHLBI NIH HHS / United States R01 AG033193 / AG / NIA NIH HHS / United States U01 HL054457 / HL / NHLBI NIH HHS / United States HHSN268201700004I / HL / NHLBI NIH HHS / United States R01 EY015473 / EY / NEI NIH HHS / United States P50 AG005133 / AG / NIA NIH HHS / United States UM1 CA182913 / CA / NCI NIH HHS / United States U01 CA098233 / CA / NCI NIH HHS / United States R01 EY009611 / EY / NEI NIH HHS / United States MC_UU_00007/10 / MRC_ / Medical Research Council / United Kingdom R01 CA047988 / CA / NCI NIH HHS / United States R01 AG020098 / AG / NIA NIH HHS / United States HHSN268201700005C / HL / NHLBI NIH HHS / United States HHSN268201700001C / HL / NHLBI NIH HHS / United States R01 HL080467 / HL / NHLBI NIH HHS / United States N01HC85082 / HL / NHLBI NIH HHS / United States HHSN268201700003C / HL / NHLBI NIH HHS / United States R01 HL070825 / HL / NHLBI NIH HHS / United States N01HC85083 / HL / NHLBI NIH HHS / United States N01HC25195 / HL / NHLBI NIH HHS / United States U01 HL054481 / HL / NHLBI NIH HHS / United States R01 HL035464 / HL / NHLBI NIH HHS / United States HHSN268201700004C / HL / NHLBI NIH HHS / United States R01 CA049449 / CA / NCI NIH HHS / United States HHSN268201700002I / HL / NHLBI NIH HHS / United States HHSN268201700005I / HL / NHLBI NIH HHS / United States U01 CA049449 / CA / NCI NIH HHS / United States N01HC85079 / HL / NHLBI NIH HHS / United States R01 AG023629 / AG / NIA NIH HHS / United States R01 HL087641 / HL / NHLBI NIH HHS / United States UL1 TR001881 / TR / NCATS NIH HHS / United States N01HC85080 / HL / NHLBI NIH HHS / United States HHSN268201700003I / HL / NHLBI NIH HHS / United States U01 HG004399 / HG / NHGRI NIH HHS / United States N01HC85081 / HL / NHLBI NIH HHS / United States R01 AG031287 / AG / NIA NIH HHS / United States |
Multi-omics and pathway analyses of genome-wide associations implicate regulation and immunity in verbal declarative memory performance.
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