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Epigenetic and integrative cross-omics analyses of cerebral white matter hyperintensities on MRI.
Yang, Yunju; Knol, Maria J; Wang, Ruiqi; Mishra, Aniket; Liu, Dan; Luciano, Michelle; Teumer, Alexander; Armstrong, Nicola; Bis, Joshua C; Jhun, Min A; Li, Shuo; Adams, Hieab H H; Aziz, Nasir Ahmad; Bastin, Mark E; Bourgey, Mathieu; Brody, Jennifer A; Frenzel, Stefan; Gottesman, Rebecca F; Hosten, Norbert; Hou, Lifang; Kardia, Sharon L R; Lohner, Valerie; Marquis, Pascale; Maniega, Susana Muñoz; Satizabal, Claudia L; Sorond, Farzaneh A; Valdés Hernández, Maria C; van Duijn, Cornelia M; Vernooij, Meike W; Wittfeld, Katharina; Yang, Qiong; Zhao, Wei; Boerwinkle, Eric; Levy, Daniel; Deary, Ian J; Jiang, Jiyang; Mather, Karen A; Mosley, Thomas H; Psaty, Bruce M; Sachdev, Perminder S; Smith, Jennifer A; Sotoodehnia, Nona; DeCarli, Charles S; Breteler, Monique M B; Ikram, M Arfan; Grabe, Hans J; Wardlaw, Joanna; Longstreth, W T; Launer, Lenore J; Seshadri, Sudha.
  • Yang Y; Brown Foundation Institute of Molecular Medicine, McGovern Medical School, University of Texas Health Science at Houston, Houston, TX 77030, USA.
  • Knol MJ; Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
  • Wang R; Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA.
  • Mishra A; University of Bordeaux, Inserm, Bordeaux Population Health Research Center, Team VINTAGE, UMR 1219, F-33000 Bordeaux, France.
  • Liu D; Population Health Sciences, German Centre for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.
  • Luciano M; Department of Psychology, University of Edinburgh, Edinburgh, EH8 9JZ, UK.
  • Teumer A; Institute for Community Medicine, University Medicine Greifswald, Greifswald 17475, Germany.
  • Armstrong N; German Centre for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald 17475, Germany.
  • Bis JC; Department of Population Medicine and Lifestyle Diseases Prevention, Medical University of Bialystok, Bialystok, 15-269, Poland.
  • Jhun MA; Mathematics and Statistics, Curtin University, 6845 Perth, Australia.
  • Li S; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 02115, USA.
  • Adams HHH; Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48104, USA.
  • Aziz NA; Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA.
  • Bastin ME; Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
  • Bourgey M; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
  • Brody JA; Population Health Sciences, German Centre for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.
  • Frenzel S; Department of Neurology, Faculty of Medicine, University of Bonn, 53127 Bonn, Germany.
  • Gottesman RF; Centre for Clinical Brain Sciences, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh, EH8 9AB, UK.
  • Hosten N; Canadian Centre for Computational Genomics, McGill University, Montréal, Quebec, Canada H3A 0G1.
  • Hou L; Department for Human Genetics, McGill University Genome Centre, McGill University, Montréal, Quebec, Canada H3A 0G1.
  • Kardia SLR; Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 02115, USA.
  • Lohner V; Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald 17475, Germany.
  • Marquis P; Stroke Branch, National Institutes of Neurological Disorders and Stroke, Bethesda, MD 20814, USA.
  • Maniega SM; Department of Radiology and Neuroradiology, University Medicine Greifswald, 17475 Greifswald, Germany.
  • Satizabal CL; Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, USA.
  • Sorond FA; Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48104, USA.
  • Valdés Hernández MC; Population Health Sciences, German Centre for Neurodegenerative Diseases (DZNE), 53127 Bonn, Germany.
  • van Duijn CM; Canadian Centre for Computational Genomics, McGill University, Montréal, Quebec, Canada H3A 0G1.
  • Vernooij MW; Department for Human Genetics, McGill University Genome Centre, McGill University, Montréal, Quebec, Canada H3A 0G1.
  • Wittfeld K; Centre for Clinical Brain Sciences, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh, EH8 9AB, UK.
  • Yang Q; Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases and Department of Population Health Sciences, UT Health San Antonio, San Antonio, TX 78229, USA.
  • Zhao W; The Framingham Heart Study, Framingham, MA 01701, USA.
  • Boerwinkle E; Department of Neurology, Boston University School of Medicine, Boston, MA 02115, USA.
  • Levy D; Department of Neurology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA.
  • Deary IJ; Centre for Clinical Brain Sciences, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh, EH8 9AB, UK.
  • Jiang J; Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
  • Mather KA; Nuffield Department of Population Health, Oxford University, Oxford, OX3 7LF, UK.
  • Mosley TH; Department of Epidemiology, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
  • Psaty BM; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, 3015 GD, Rotterdam, The Netherlands.
  • Sachdev PS; Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald 17475, Germany.
  • Smith JA; German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, 17475 Rostock, Germany.
  • Sotoodehnia N; Department of Biostatistics, Boston University School of Public Health, Boston, MA 02118, USA.
  • DeCarli CS; The Framingham Heart Study, Framingham, MA 01701, USA.
  • Breteler MMB; Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48104, USA.
  • Ikram MA; Human Genetics Center, School of Public Health, University of Texas Health Science at Houston, Houston, TX 77030, USA.
  • Grabe HJ; Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX 77030, USA.
  • Wardlaw J; The Framingham Heart Study, Framingham, MA 01701, USA.
  • Longstreth WT; Population Sciences Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20814, USA.
  • Launer LJ; Department of Psychology, University of Edinburgh, Edinburgh, EH8 9JZ, UK.
  • Seshadri S; Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW 2052, Australia.
Brain ; 146(2): 492-506, 2023 02 13.
Article en En | MEDLINE | ID: mdl-35943854
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 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.
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Sustancia Blanca Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Aged / Humans / Middle aged Idioma: En Año: 2023 Tipo del documento: Article

Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Sustancia Blanca Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Límite: Aged / Humans / Middle aged Idioma: En Año: 2023 Tipo del documento: Article