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Table 2 Methods and conclusions from studies of cis-acting mQTLs

From: Genetic–epigenetic interactions in cis: a major focus in the post-GWAS era

Tissues or cell types (n)

mQTLs: primary screening method and validations

Findings and conclusions

Reference

Cerebellum (153)

Illumina 27 K Methyl; Affy 5.0 SNP chips; validation by Pyroseq; eQTLs:Affy HGU95Av2

mQTLs detected at ~8% of the CpGs; mQTL CpGs enriched in CGIs and within 150 kb of the index SNP; 13% of mQTL index SNPs associated with eQTLs

[62]

Brains (150 individuals; 4 brain regions)

Illumina 27 K Methyl; Illumina 550 K SNP chips; eQTLs: Illumina HumanRef-8

mQTLs detected at ~5% of CpGs. mQTL CpGs were depleted in CGIs. ~50% of the mQTLs were detected only in one brain region. ~5% of the index SNPs were both mQTLs and eQTLs

[108]

Adipose tissue (648), replication set PBL (200)

Illumina 450 K Methyl; multiple genotyping arrays, eQTLs: HT-12 V3 BeadChips; validations by WGBS

mQTLs detected at ~28% the CpGs, with tissue-specificity; 22% of eQTLs were in LD with at least one mQTL; ~4% were in LD with a GWAS SNP; mQTLs associated with eQTLs and GWAS SNPs were enriched in enhancers

[110]

Cord blood (174), PBL (90), TC (125), FC (111), pons (106), cerebellum (105)

Illumina: 27 K Methyl BeadChips; multiple Illumina and Affy genotyping arrays

mQTLs detected at ~5% of the CpGs; overlap observed between ancestral groups, developmental stages, and tissue types; brain mQTL SNPs enriched in bipolar disorder GWAS peaks and miRNA-binding sites

[155]

TC (44), neurons (18), glia (22), T-cells (54), placenta (37)

Illumina 450 K Methyl and 2.5 M SNP chips; validation by bis-seq and ox-bis-seq

~3000 strong mQTLs identified; more than half tissue-restricted and ~900 located near GWAS signals; mQTLs enriched in polymorphic CTCF-binding sites and TFBS, and enriched in eQTLs located within 20 kb

[49]

Fetal brain (166), matched adult PFC, striatum and cerebellum (83)

Illumina 450 K Methyl; 2.5 M SNP chips

Most fetal mQTLs also present in adult brain, but ~1/3 showed differential effects; mQTLs enriched in repressive and poised histone marks; mQTLs enriched in CTCF motifs, eQTLs, and schizophrenia-associated GWAS peaks

[112]

PBL (85)

Illumina 27 K Methyl; OmniExpress SNP chips

1287 smoking associated DM CpGs and 770 mQTLs identified. Among these, 43 CpGs were both smoking DM and mQTL

[150]

Adipose tissue (119)

Illumina 450 K Methyl; Omni SNP chips; eQTL:Affymetrix Human Gene 1.0 ST array

mQTLs detected in ~3% of the CpGs; enriched in CGI shelves and shores and depleted in promoter regions and CGI; ~1% of mQTL SNPs (or proxy) were obesity-associated GWAS SNPs; 2% of the SNPs showed both mQTL and eQTL

[113]

CD4+ T cells (717)

Illumina 450 K Methyl; Affy 6.0 SNP chips

Of ~20,000 heritable CpGs identified by modeling family structure, 15,133 were cis-mQTLs; 1329 trans-mQTLs and 4113 CpGs showing no evidence of cis or trans mQTL

[54]

Monocytes (197), neutrophils (197), and CD4+ T cells (132)

Illumina 450 K Methyl; WGS; RNA-seq for ASE and ChIP-seq for hQTLs

mQTLs affect 10% of CpGs, hQTLs found in 28 and 12% of H3K4me1 and H3K27ac peaks; 345 GWAS index SNPs (or SNPs in high LD with a GWAS index SNPs) colocalized with mQTLs and/or hQTLs

[37]

  1. This list of studies is representative of the historical progression of the field and is not meant to be comprehensive. All experiments include internal statistical validations of the microarray and sequencing data; secondary validations refer to downstream assays by independent methods. Cells and tissues are of human origin unless otherwise stated. Abbreviations: ASH allele-specific histone modifications, CGI CpG island, FC frontal cortex, fibro fibroblast cell lines, hESC human embryonic stem cell, hQTL histone modification QTL, iPS induced pluripotent stem, LCL lymphoblastoid cell line, MCC-seq MethylC-Capture sequencing, MSNP methylation-sensitive SNP array, PBL peripheral blood leukocyte, PBMC peripheral blood mononuclear cell, PFC prefrontal cortex, PMN polymorphonuclear leukocyte, RRBS reduced representation bis-seq, TC temporal cortex, TSS transcription start site, VAT visceral adiposis tissue, WB white blood cell, WGS whole genome sequencing