Epigenetic and integrative cross-omics analyses of cerebral white matter hyperintensities on MRI.
blood–brain barrier dysfunction
cerebral small vessel disease
epigenome-wide association study
integrative cross-omics analysis
white matter hyperintensities
Journal
Brain : a journal of neurology
ISSN: 1460-2156
Titre abrégé: Brain
Pays: England
ID NLM: 0372537
Informations de publication
Date de publication:
13 02 2023
13 02 2023
Historique:
received:
18
02
2022
revised:
23
06
2022
accepted:
08
07
2022
pubmed:
10
8
2022
medline:
16
2
2023
entrez:
9
8
2022
Statut:
ppublish
Résumé
Cerebral white matter hyperintensities on MRI are markers of cerebral small vessel disease, a major risk factor for dementia and stroke. Despite the successful identification of multiple genetic variants associated with this highly heritable condition, its genetic architecture remains incompletely understood. More specifically, the role of DNA methylation has received little attention. We investigated the association between white matter hyperintensity burden and DNA methylation in blood at ∼450 000 cytosine-phosphate-guanine (CpG) sites in 9732 middle-aged to older adults from 14 community-based studies. Single CpG and region-based association analyses were carried out. Functional annotation and integrative cross-omics analyses were performed to identify novel genes underlying the relationship between DNA methylation and white matter hyperintensities. We identified 12 single CpG and 46 region-based DNA methylation associations with white matter hyperintensity burden. Our top discovery single CpG, cg24202936 (P = 7.6 × 10-8), was associated with F2 expression in blood (P = 6.4 × 10-5) and co-localized with FOLH1 expression in brain (posterior probability = 0.75). Our top differentially methylated regions were in PRMT1 and in CCDC144NL-AS1, which were also represented in single CpG associations (cg17417856 and cg06809326, respectively). Through Mendelian randomization analyses cg06809326 was putatively associated with white matter hyperintensity burden (P = 0.03) and expression of CCDC144NL-AS1 possibly mediated this association. Differentially methylated region analysis, joint epigenetic association analysis and multi-omics co-localization analysis consistently identified a role of DNA methylation near SH3PXD2A, a locus previously identified in genome-wide association studies of white matter hyperintensities. Gene set enrichment analyses revealed functions of the identified DNA methylation loci in the blood-brain barrier and in the immune response. Integrative cross-omics analysis identified 19 key regulatory genes in two networks related to extracellular matrix organization, and lipid and lipoprotein metabolism. A drug-repositioning analysis indicated antihyperlipidaemic agents, more specifically peroxisome proliferator-activated receptor-alpha, as possible target drugs for white matter hyperintensities. Our epigenome-wide association study and integrative cross-omics analyses implicate novel genes influencing white matter hyperintensity burden, which converged on pathways related to the immune response and to a compromised blood-brain barrier possibly due to disrupted cell-cell and cell-extracellular matrix interactions. The results also suggest that antihyperlipidaemic therapy may contribute to lowering risk for white matter hyperintensities possibly through protection against blood-brain barrier disruption.
Identifiants
pubmed: 35943854
pii: 6659012
doi: 10.1093/brain/awac290
pmc: PMC9924914
doi:
Substances chimiques
PRMT1 protein, human
EC 2.1.1.319
Protein-Arginine N-Methyltransferases
EC 2.1.1.319
Repressor Proteins
0
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, N.I.H., Intramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
492-506Subventions
Organisme : NINDS NIH HHS
ID : R01 NS017950
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG054076
Pays : United States
Organisme : NIA NIH HHS
ID : RF1 AG059421
Pays : United States
Organisme : Medical Research Council
ID : MR/M013111/1
Pays : United Kingdom
Organisme : NHLBI NIH HHS
ID : R01 HL105756
Pays : United States
Organisme : Medical Research Council
ID : G1001245
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/J006971/1
Pays : United Kingdom
Organisme : NIA NIH HHS
ID : U01 AG052409
Pays : United States
Organisme : NINDS NIH HHS
ID : RF1 NS085002
Pays : United States
Organisme : NIA NIH HHS
ID : P30 AG072972
Pays : United States
Organisme : Medical Research Council
ID : G0701120
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/K026992/1
Pays : United Kingdom
Informations de copyright
© The Author(s) 2022. Published by Oxford University Press on behalf of the Guarantors of Brain.
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