DNA methylation and lipid metabolism: an EWAS of 226 metabolic measures

dc.contributor.authorGomez-Alonso Monica del C.
dc.contributor.authorKretschmer Anja
dc.contributor.authorWilson Rory
dc.contributor.authorPfeiffer Liliane
dc.contributor.authorKarhunen Ville
dc.contributor.authorSeppälä Ilkka
dc.contributor.authorZhang Weihua
dc.contributor.authorMittelstraß Kirstin
dc.contributor.authorWahl Simone
dc.contributor.authorMatias-Garcia Pamela R.
dc.contributor.authorProkisch Holger
dc.contributor.authorHorn Sacha
dc.contributor.authorMeitinger Thomas
dc.contributor.authorSerrano-Garcia Luis R.
dc.contributor.authorSebert Sylvain
dc.contributor.authorRaitakari Olli
dc.contributor.authorLoh Marie
dc.contributor.authorRathmann Wolfgang
dc.contributor.authorMüller-Nurasyid Martina
dc.contributor.authorHerder Christian
dc.contributor.authorRoden Michael
dc.contributor.authorHurme Mikko
dc.contributor.authorJarvelin Marjo-Riitta
dc.contributor.authorAla-Korpela Mika
dc.contributor.authorKooner Jaspal S.
dc.contributor.authorPeters Annette
dc.contributor.authorLehtimäki Terho
dc.contributor.authorChambers John C.
dc.contributor.authorGieger Christian
dc.contributor.authorKettunen Johannes
dc.contributor.authorWaldenberger Melanie
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.converis.publication-id53247165
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/53247165
dc.date.accessioned2022-10-28T14:38:00Z
dc.date.available2022-10-28T14:38:00Z
dc.description.abstract<p>Background: The discovery of robust and trans-ethnically replicated DNA methylation markers of metabolic phenotypes, has hinted at a potential role of epigenetic mechanisms in lipid metabolism. However, DNA methylation and the lipid compositions and lipid concentrations of lipoprotein sizes have been scarcely studied. Here, we present an epigenome-wide association study (EWAS) (N = 5414 total) of mostly lipid-related metabolic measures, including a fine profiling of lipoproteins. As lipoproteins are the main players in the different stages of lipid metabolism, examination of epigenetic markers of detailed lipoprotein features might improve the diagnosis, prognosis, and treatment of metabolic disturbances.<br></p><p>Results: We conducted an EWAS of leukocyte DNA methylation and 226 metabolic measurements determined by nuclear magnetic resonance spectroscopy in the population-based KORA F4 study (<em>N</em> = 1662) and replicated the results in the LOLIPOP, NFBC1966, and YFS cohorts (<em>N</em> = 3752). Follow-up analyses in the discovery cohort included investigations into gene transcripts, metabolic-measure ratios for pathway analysis, and disease endpoints. We identified 161 associations (<em>p</em> value < 4.7 x 10<sup>-10</sup>), covering 16 CpG sites at 11 loci and 57 metabolic measures. Identified metabolic measures were primarily medium and small lipoproteins, and fatty acids. For apolipoprotein B-containing lipoproteins, the associations mainly involved triglyceride composition and concentrations of cholesterol esters, triglycerides, free cholesterol, and phospholipids. All associations for HDL lipoproteins involved triglyceride measures only. Associated metabolic measure ratios, proxies of enzymatic activity, highlight amino acid, glucose, and lipid pathways as being potentially epigenetically implicated. Five CpG sites in four genes were associated with differential expression of transcripts in blood or adipose tissue. CpG sites in <em>ABCG1</em> and <em>PHGDH</em> showed associations with metabolic measures, gene transcription, and metabolic measure ratios and were additionally linked to obesity or previous myocardial infarction, extending previously reported observations.<br></p><p>Conclusion: Our study provides evidence of a link between DNA methylation and the lipid compositions and lipid concentrations of different lipoprotein size subclasses, thus offering in-depth insights into well-known associations of DNA methylation with total serum lipids. The results support detailed profiling of lipid metabolism to improve the molecular understanding of dyslipidemia and related disease mechanisms.</p>
dc.identifier.eissn1868-7083
dc.identifier.jour-issn1868-7075
dc.identifier.olddbid189381
dc.identifier.oldhandle10024/172475
dc.identifier.urihttps://www.utupub.fi/handle/11111/44477
dc.identifier.urlhttps://clinicalepigeneticsjournal.biomedcentral.com/articles/10.1186/s13148-020-00957-8
dc.identifier.urnURN:NBN:fi-fe2021042827365
dc.language.isoen
dc.okm.affiliatedauthorRaitakari, Olli
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline318 Medical biotechnologyen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.discipline318 Lääketieteen bioteknologiafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherBMC
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumberARTN 7
dc.relation.doi10.1186/s13148-020-00957-8
dc.relation.ispartofjournalClinical Epigenetics
dc.relation.issue1
dc.relation.volume13
dc.source.identifierhttps://www.utupub.fi/handle/10024/172475
dc.titleDNA methylation and lipid metabolism: an EWAS of 226 metabolic measures
dc.year.issued2021

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