de Toro-Martín Juan, Guénard Frédéric, Tchernof André, Deshaies Yves, Pérusse Louis, Hould Frédéric-Simon, Lebel Stéfane, Marceau Picard, Vohl Marie-Claude
Institute of Nutrition and Functional Foods (INAF), Laval University, Québec, QC Canada ; School of Nutrition, Laval University, Québec, QC Canada.
School of Nutrition, Laval University, Québec, QC Canada ; Québec Heart and Lung Institute, Québec, QC Canada.
Diabetol Metab Syndr. 2016 Jul 29;8:55. doi: 10.1186/s13098-016-0171-3. eCollection 2016.
The TOMM20 gene was previously identified as differentially expressed and methylated between severely obese subjects with and without metabolic syndrome (MS). Since metabolic complications do not affect all obese patients to the same extent, the aim of this study was to identify methylation quantitative trait loci (meQTL) potentially associated with MS-related complications within the TOMM20 locus.
Methylation profiling, SNP genotyping and meQTL association tests (general linear models) were performed in a population of 48 severely obese subjects. Genotyping was extended to a larger population of 1720 severely obese subjects with or without MS, where genotype- and diplotype-based association tests were assessed by logistic regression. In silico analyses were performed using TRAP.
Four SNPs were identified as significant meQTLs for the differentially methylated site cg16490124. Individuals carrying rare alleles of rs4567344 (A > G) (P = 4.9 × 10(-2)) and rs11301 (T > C) (P = 5.9 × 10(-3)) showed decreased methylation levels at this site, whereas those carrying rare alleles of rs4551650 (T > C) (P = 3.5 × 10(-15)) and rs17523127 (C > G) (P = 3.5 × 10(-15)) exhibited a significant increase in methylation. rs4567344 and rs11301 were associated with increased susceptibility to exhibit high plasma triglycerides (TG ≥ 1.69 mmol/L), while rare alleles of rs4551650 and rs17523127 were significantly more represented in the low plasma total-C group (total-C ≤ 6.2 mmol/L). Haplotype reconstruction with the four meQTLs (rs4567344, rs11301, rs4551650, rs17523127) led to the identification of ten different diplotypes, with H1/H2 (GCGG/ACGG) exhibiting a nearly absence of methylation at cg16490124, and showing the highest risk of elevated plasma TG levels [OR = 2.03 (1.59-3.59)], a novel association with elevated LDL-cholesterol [OR = 1.86 (1.06-3.27)] and the complete inversion of the protective effect on total-C levels [OR = 2.03 (1.59-3.59)], especially in men. In silico analyses revealed that rs17523127 overlapped the CpG site cg16490124 and encompassed the core binding sites of the transcription factors Egr 1, 2 and 3, located within the TOMM20 promoter region.
This study demonstrates that TOMM20 SNPs associated with MS-related lipid alterations are meQTLs potentially exerting their action through a CpG methylation-dependent effect. The strength of the diplotype-based associations may denote a novel meQTL additive action and point to this locus as particularly relevant in the inter-individual variability observed in the metabolic profiles of obese subjects.
TOMM20基因先前被鉴定为在伴有和不伴有代谢综合征(MS)的严重肥胖受试者之间存在差异表达和甲基化。由于代谢并发症对所有肥胖患者的影响程度不同,本研究的目的是在TOMM20基因座内鉴定可能与MS相关并发症相关的甲基化定量性状位点(meQTL)。
对48名严重肥胖受试者进行甲基化分析、单核苷酸多态性(SNP)基因分型和meQTL关联测试(一般线性模型)。基因分型扩展至1720名伴有或不伴有MS的严重肥胖受试者的更大群体,通过逻辑回归评估基于基因型和双倍型的关联测试。使用TRAP进行计算机分析。
四个SNP被鉴定为差异甲基化位点cg16490124的显著meQTL。携带rs4567344(A>G)(P=4.9×10⁻²)和rs11301(T>C)(P=5.9×10⁻³)罕见等位基因的个体在该位点的甲基化水平降低,而携带rs4551650(T>C)(P=3.5×10⁻¹⁵)和rs17523127(C>G)(P=3.5×10⁻¹⁵)罕见等位基因的个体甲基化显著增加。rs4567344和rs11301与血浆甘油三酯升高(TG≥1.69 mmol/L)的易感性增加相关,而rs4551650和rs17523127的罕见等位基因在低血浆总胆固醇组(总胆固醇≤6.2 mmol/L)中显著更常见。对四个meQTL(rs4567344、rs11301、rs4551650、rs17523127)进行单倍型重建,鉴定出十种不同的双倍型,其中H1/H2(GCGG/ACGG)在cg16490124处几乎没有甲基化,且血浆TG水平升高的风险最高[比值比(OR)=2.03(1.59 - 3.59)],与低密度脂蛋白胆固醇升高存在新的关联[OR=1.86(1.06 - 3.27)],并且对总胆固醇水平的保护作用完全逆转[OR=2.03(1.59 - 3.59)],尤其是在男性中。计算机分析显示,rs17523127与CpG位点cg16490124重叠,并包含位于TOMM20启动子区域的转录因子Egr 1、2和3的核心结合位点。
本研究表明,与MS相关脂质改变相关的TOMM20 SNP是潜在通过CpG甲基化依赖性效应发挥作用的meQTL。基于双倍型的关联强度可能表示一种新的meQTL加性作用,并表明该基因座在肥胖受试者代谢谱中观察到的个体间变异性中特别相关。