Epigenetic and integrative cross-omics analyses of cerebral white matter hyperintensities on MRI

Yunju Yang, Maria J. Knol, Ruiqi Wang, Aniket Mishra, Dan Liu, Michelle Luciano, Alexander Teumer, Nicola Armstrong, Joshua C. Bis, Min A. Jhun, Shuo Li, Hieab H.H. Adams, Nasir Ahmad Aziz, Mark E. Bastin, Mathieu Bourgey, Jennifer A. Brody, Stefan Frenzel, Rebecca F. Gottesman, Norbert Hosten, Lifang HouSharon L.R. Kardia, Valerie Lohner, Pascale Marquis, Susana Muñoz Maniega, Claudia L. Satizabal, Farzaneh A. Sorond, Maria C. Valdés Hernández, Cornelia M. van Duijn, Meike W. Vernooij, Katharina Wittfeld, Qiong Yang, Wei Zhao, Eric Boerwinkle, Daniel Levy, Ian J. Deary, Jiyang Jiang, Karen A. Mather, Thomas H. Mosley, Bruce M. Psaty, Perminder S. Sachdev, Jennifer A. Smith, Nona Sotoodehnia, Charles S. DeCarli, Monique M.B. Breteler, M. Arfan Ikram, Hans J. Grabe, Joanna Wardlaw, W. T. Longstreth, Lenore J. Launer, Sudha Seshadri, Stephanie Debette, Myriam Fornage

Research output: Contribution to journalArticlepeer-review

14 Scopus citations

Abstract

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 colocalization 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.

Original languageEnglish (US)
Pages (from-to)492-506
Number of pages15
JournalBrain
Volume146
Issue number2
DOIs
StatePublished - Feb 1 2023

Keywords

  • blood–brain barrier dysfunction
  • cerebral small vessel disease
  • epigenome-wide association study
  • integrative cross-omics analysis
  • white matter hyperintensities

ASJC Scopus subject areas

  • Clinical Neurology

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