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. 2024 Feb 28;16:36. doi: 10.1186/s13148-024-01648-4

Table 3.

Mendelian randomization analysis results of causal CpG sites for metabolic traits, selected among the top ten EWAS most significant hits

Exposure MR resultsa EWAS resultsb CHR CpG position in Genome Build 37 Reference genec Location of CpG related to genec Relation to CpG Islandd
Outcome N SNPs Beta SE p-value CpG data Beta SE p-value
cg11622362 Glucose 2 0.019 0.005 0.0001 T0 − 1.05 0.22 2.96 × 10–5 11 34,938,112 APIP* TSS200 Island
cg09137125 Glucose 2 − 0.003 0.007 0.63 T0 − 0.93 0.19 3.51 × 10–5 10 7,486,981
cg26295559 Glucose 4 0.003 0.004 0.55 T0-T1 − 2.40 0.46 1.02 × 10–5 7 158,550,318 ESYT2 Body
cg09694300 HDL 2 − 0.025 0.019 0.18 T0 − 1.25 0.28 5.58 × 10–5 3 159,429,667 SCHIP1 Body
cg23700124 LDL 2 0.001 0.005 0.86 T0 − 0.69 0.14 1.15 × 10–5 4 123,843,736 SPATA5* TSS1500 Island
cg03803210 TG 3 0.001 0.005 0.87 T0-T1 1.93 0.34 8.93 × 10–7 8 17,438,816 PDGFRL Body S_Shelf
cg08387293 TG 2 0.002 0.008 0.82 T0-T1 − 3.22 0.58 1.13 × 10–6 1 984,383 AGRN Body Island

CHR chromosome, EWAS epigenome-wide association study, HDL high density lipoprotein cholesterol, LDL low-density lipoprotein cholesterol, MR Mendelian randomization, SE standard error, SNPs single nucleotide polymorphisms, TG triglycerides

aTwo-sample MR analyses using the inverse-variance weighted method were performed. Summary statistics for instrument-exposure association (n = 3,841) were retrieved from Bonder et al. [40], while instrument-outcome association statistics were derived from GWAS performed in the UKBiobank (http://www.nealelab.is/uk-biobank; n = 314′916 for glucose, n = 315′133 for HDL, n = 343′621 for LDL, n = 343,992 for TG). Significant p-values (< 0.05) are indicated in bold

bThe results of the EWAS using methylation M-values are displayed. For the first line, the magnitude of the effect in β-value is to be interpreted as follows: a difference of 1.4% in baseline methylation level (corresponding to baseline methylation IQR in PsyMetab sample) is associated with a 0.39 mM (SE = 0.07) smaller glucose increase. No result reached statistical significance

cReference genes for the methylation sites, and gene regions where the CpGs are located according to the UCSC database. Empty fields indicate an intergenic location

*Specifies there exists > 1 gene or gene transcript at this location. TSS200 = 0–200 bases upstream of the transcriptional start site (TSS); TSS1500 = 200–1500 bases upstream of the TSS; Body = between the ATG and stop codon, irrespective of the presence of introns, exons, TSS, or promoters

dThe relation to a putative nearby CpG island, according to the UCSC database, is given. S_Shelf = 2–4 kb downstream (3′) of CpG island