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Weihs, A.* ; Chaker, L.* ; Martin, T.C.* ; Braun, K.V.E.* ; Campbell, P.J.* ; Cox, S.R.* ; Fornage, M.* ; Gieger, C. ; Grabe, H.J.* ; Grallert, H. ; Harris, S.E.* ; Kühnel, B. ; Marioni, R.E.* ; Martin, N.G.* ; McCartney, D.L.* ; McRae, A.F.* ; Meisinger, C.* ; Meurs, J.V.* ; Nano, J. ; Nauck, M.* ; Peters, A. ; Prokisch, H. ; Roden, M.* ; Selvin, E.* ; Beekman, M.* ; van Heemst, D.* ; Slagboom, E.P.* ; Swenson, B.R.* ; Tin, A.* ; Tsai, P.C.* ; Uitterlinden, A.G.* ; Visser, W.E.* ; Völzke, H.* ; Waldenberger, M. ; Walsh, J.P.* ; Köttgen, A.* ; Wilson, S.G.* ; Peeters, R.P.* ; Bell, J.T.* ; Medici, M.* ; Teumer, A.*

Epigenome-wide association study reveals CpG sites associated with thyroid function and regulatory effects on KLF9.

Thyroid 33, 301-311 (2023)
Postprint DOI PMC
Open Access Green
BACKGROUND: Thyroid hormones play a key role in differentiation and metabolism, and are known regulators of gene expression through both genomic and epigenetic processes including DNA methylation. The aim of this study was to examine associations between thyroid hormones and DNA methylation. METHODS: We carried out a fixed-effect meta-analysis of epigenome-wide association study of blood DNA methylation sites from 8 cohorts from the ThyroidOmics Consortium, incorporating up to 7,073 participants of both European and African ancestry, implementing a discovery and replication stage. Statistical analyses were conducted using normalized beta CpG values as dependent and log-transformed thyrotropin (TSH), free thyroxine and free triiodothyronine levels, respectively, as independent variable in a linear model. The replicated findings were correlated with gene expression levels in whole-blood, and tested for causal influence of TSH and free thyroxine by two-sample Mendelian randomization. RESULTS: Epigenome-wide significant associations (p-value < 1.1E-7) of 3 CpGs for free thyroxine, 5 for free triiodothyronine, and 2 for TSH concentrations were discovered and replicated (combined p-values = 1.5E-9 to 4.3E-28). The associations included CpG sites annotated to KLF9 (cg00049440) and DOT1L (cg04173586) that overlap with all three traits, consistent with hypothalamic-pituitary-thyroid axis physiology. Significant associations were also found for CpGs in FKBP5 for free thyroxine, and at CSNK1D/LINCO1970 and LRRC8D for free triiodothyronine. Mendelian randomization analyses supported a causal effect of thyroid status on DNA methylation of KLF9. DNA methylation of cg00049440 in KLF9 was inversely correlated with KLF9 gene expression in blood. The CpG at CSNK1D/LINC01970 overlapped with thyroid hormone receptor alpha binding peaks in liver cells. The total additive heritability of the methylation levels of the six significant CpG sites was between 25% and 57%. Significant methylation QTLs were identified for CpGs at KLF9, FKBP5, LRRC8D and CSNK1D/LINC01970. CONCLUSIONS: We report novel associations between TSH, thyroid hormones and blood-based DNA methylation. This study advances our understanding of thyroid hormone action particularly related to KLF9, and serves as a proof-of-concept that integrations of EWAS with other -omics data can provide a valuable tool for unravelling thyroid hormone signaling in humans by complementing and feeding classical in-vitro and animal studies.
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Publikationstyp Artikel: Journalartikel
Dokumenttyp Wissenschaftlicher Artikel
Korrespondenzautor
Schlagwörter Dna Methylation ; Gene Expression ; Klf9 ; Mendelian Randomization ; Thyroid Function; Mendelian Randomization; Gene; Element; Risk; Bias
ISSN (print) / ISBN 1050-7256
e-ISSN 1557-9077
Zeitschrift Thyroid
Quellenangaben Band: 33, Heft: 3, Seiten: 301-311 Artikelnummer: , Supplement: ,
Verlag Mary Ann Liebert
Verlagsort 140 Huguenot Street, 3rd Fl, New Rochelle, Ny 10801 Usa
Nichtpatentliteratur Publikationen
Begutachtungsstatus Peer reviewed
Institut(e) Institute of Epidemiology II (EPI2)
Institute of Neurogenomics (ING)