Thyroid disease

Epigenome-Wide Association Study Reveals CpG Sites Associated with Thyroid Function and Regulatory Effects on KLF9

ThyroidPublished Meta-analysis of epigenome-wide association studies

Authors' conclusion

We report novel associations between TSH, thyroid hormones, and blood-based DNA methylation.

Study context

Population
Participants of European and African ancestry from 8 cohorts of the ThyroidOmics Consortium; blood DNA methylationup to
Participants
7,073 participants
Outcome
Associations of blood DNA methylation (CpG sites) with log-transformed TSH, free thyroxine and free triiodothyronine
Methodological detailsfixed-effect meta-analysis, discovery and replication stage, two-sample Mendelian randomization, 8 cohorts (ThyroidOmics Consortium)
  • Fixed-effect meta-analysis
  • Discovery and replication stage
  • Two-sample Mendelian randomization
  • 8 cohorts (ThyroidOmics Consortium)

Pooled result

As reported in the abstract

Epigenome-wide significant CpG associations (p-value <1.1E-7), discovered and replicated

CpGs associated with free thyroxine

3

CpGs associated with free triiodothyronine

5

CpGs associated with TSH

2

Combined p-values

1.5E-9 to 4.3E-28

Further pooled results

Mendelian randomization and gene expression

Mendelian randomization (MR) supported a causal effect of thyroid status on DNA methylation of KLF9
Methylation of cg00049440 in KLF9 inversely correlated with KLF9 expression in blood
CpG at CSNK1D/LINC01970 overlapped with thyroid hormone receptor alpha binding peaks in liver cells

Heritability and methylation QTLs

Total additive heritability of methylation of the six significant CpGs
between 25% and 57%
Significant methylation QTLs for CpGs at KLF9, FKBP5, LRRC8D and CSNK1D/LINC01970

Original publication

Epigenome-Wide Association Study Reveals CpG Sites Associated with Thyroid Function and Regulatory Effects on KLF9. Thyroid. Published 1 March 2023. doi:10.1089/thy.2022.0373

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