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


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
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

492-506

Subventions

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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Auteurs

Yunju Yang (Y)

Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science at Houston, Houston, TX 77030, USA.

Maria J Knol (MJ)

Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.

Ruiqi Wang (R)

Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA.

Aniket Mishra (A)

University of Bordeaux, Inserm, Bordeaux Population Health Research Center, Team VINTAGE, UMR 1219, F-33000 Bordeaux, France.

Dan Liu (D)

Population Health Sciences, German Centre for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.

Michelle Luciano (M)

Department of Psychology, University of Edinburgh, Edinburgh, EH8 9JZ, UK.

Alexander Teumer (A)

Institute for Community Medicine, University Medicine Greifswald, Greifswald 17475, Germany.
German Centre for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald 17475, Germany.
Department of Population Medicine and Lifestyle Diseases Prevention, Medical University of Bialystok, Bialystok, 15-269, Poland.

Nicola Armstrong (N)

Mathematics and Statistics, Curtin University, 6845 Perth, Australia.

Joshua C Bis (JC)

Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 02115, USA.

Min A Jhun (MA)

Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48104, USA.

Shuo Li (S)

Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA.

Hieab H H Adams (HHH)

Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.

Nasir Ahmad Aziz (NA)

Population Health Sciences, German Centre for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.
Department of Neurology, Faculty of Medicine, University of Bonn, 53127 Bonn, Germany.

Mark E Bastin (ME)

Centre for Clinical Brain Sciences, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh, EH8 9AB, UK.

Mathieu Bourgey (M)

Canadian Centre for Computational Genomics, McGill University, Montréal, Quebec, Canada H3A 0G1.
Department for Human Genetics, McGill University Genome Centre, McGill University, Montréal, Quebec, Canada H3A 0G1.

Jennifer A Brody (JA)

Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 02115, USA.

Stefan Frenzel (S)

Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald 17475, Germany.

Rebecca F Gottesman (RF)

Stroke Branch, National Institutes of Neurological Disorders and Stroke, Bethesda, MD 20814, USA.

Norbert Hosten (N)

Department of Radiology and Neuroradiology, University Medicine Greifswald, 17475 Greifswald, Germany.

Lifang Hou (L)

Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, USA.

Sharon L R Kardia (SLR)

Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48104, USA.

Valerie Lohner (V)

Population Health Sciences, German Centre for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.

Pascale Marquis (P)

Canadian Centre for Computational Genomics, McGill University, Montréal, Quebec, Canada H3A 0G1.
Department for Human Genetics, McGill University Genome Centre, McGill University, Montréal, Quebec, Canada H3A 0G1.

Susana Muñoz Maniega (SM)

Centre for Clinical Brain Sciences, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh, EH8 9AB, UK.

Claudia L Satizabal (CL)

Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases and Department of Population Health Sciences, UT Health San Antonio, San Antonio, TX 78229, USA.
The Framingham Heart Study, Framingham, MA 01701, USA.
Department of Neurology, Boston University School of Medicine, Boston, MA 02115, USA.

Farzaneh A Sorond (FA)

Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.

Maria C Valdés Hernández (MC)

Centre for Clinical Brain Sciences, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh, EH8 9AB, UK.

Cornelia M van Duijn (CM)

Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
Nuffield Department of Population Health, Oxford University, Oxford, OX3 7LF, UK.

Meike W Vernooij (MW)

Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.

Katharina Wittfeld (K)

Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald 17475, Germany.
German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, 17475 Rostock, Germany.

Qiong Yang (Q)

Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA.
The Framingham Heart Study, Framingham, MA 01701, USA.

Wei Zhao (W)

Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48104, USA.

Eric Boerwinkle (E)

Human Genetics Center, School of Public Health, University of Texas Health Science at Houston, Houston, TX 77030, USA.
Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA.

Daniel Levy (D)

The Framingham Heart Study, Framingham, MA 01701, USA.
Population Sciences Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20814, USA.

Ian J Deary (IJ)

Department of Psychology, University of Edinburgh, Edinburgh, EH8 9JZ, UK.

Jiyang Jiang (J)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW 2052, Australia.

Karen A Mather (KA)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW 2052, Australia.
Neuroscience Research Australia, Sydney, NSW 2031, Australia.

Thomas H Mosley (TH)

The Memory Impairment Neurodegenerative Dementia (MIND) Research Center, University of Mississippi Medical Center, Jackson, MS 39216, USA.

Bruce M Psaty (BM)

Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 02115, USA.
Department of Epidemiology, University of Washington, Seattle, WA 98104, USA.

Perminder S Sachdev (PS)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW 2052, Australia.
Neuropsychiatric Institute, The Prince of Wales Hospital, University of New South Wales, Randwick, NSW 2031, Australia.

Jennifer A Smith (JA)

Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48104, USA.

Nona Sotoodehnia (N)

Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 02115, USA.

Charles S DeCarli (CS)

Department of Neurology and Center for Neuroscience, University of California at Davis, Sacramento, CA 95816, USA.

Monique M B Breteler (MMB)

Population Health Sciences, German Centre for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.
Institute for Medical Biometry, Informatics and Epidemiology (IMBIE), Faculty of Medicine, University of Bonn, 53127 Bonn, Germany.

M Arfan Ikram (MA)

Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.

Hans J Grabe (HJ)

Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald 17475, Germany.
German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, 17475 Rostock, Germany.

Joanna Wardlaw (J)

Centre for Clinical Brain Sciences, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh, EH8 9AB, UK.

W T Longstreth (WT)

Department of Epidemiology, University of Washington, Seattle, WA 98104, USA.
Department of Neurology, University of Washington, Seattle, WA 98104, USA.

Lenore J Launer (LJ)

Intramural Research Program, National Institute on Aging, National Institutes of Health, Bethesda, MD 20814, USA.

Sudha Seshadri (S)

Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases and Department of Population Health Sciences, UT Health San Antonio, San Antonio, TX 78229, USA.
The Framingham Heart Study, Framingham, MA 01701, USA.
Department of Neurology, Boston University School of Medicine, Boston, MA 02115, USA.

Stephanie Debette (S)

University of Bordeaux, Inserm, Bordeaux Population Health Research Center, Team VINTAGE, UMR 1219, F-33000 Bordeaux, France.
Department of Neurology, Boston University School of Medicine, Boston, MA 02115, USA.
CHU de Bordeaux, Department of Neurology, F-33000 Bordeaux, France.

Myriam Fornage (M)

Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science at Houston, Houston, TX 77030, USA.
Human Genetics Center, School of Public Health, University of Texas Health Science at Houston, Houston, TX 77030, USA.

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