Twin study: genotype-dependent epigenetic factors associated with HbA1c levels.

IF 3.1 4区 医学 Q2 GENETICS & HEREDITY
Hinako Hashimoto, Yuya Arakawa, Ritsuko Ozaki, Mika Hasegawa, Shiho Kato, Saho Mori, Saki Yoshioka, Hiromichi Ueda, Osaka Twin Research Group, Mikio Watanabe
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引用次数: 0

Abstract

Background: Hemoglobin A1c (HbA1c) is a biomarker for diabetes mellitus. Twin studies suggest substantial heritability, but the molecular basis of non-genetic variation remains unclear. We aimed to explore genetic and epigenetic factors associated with HbA1c through multi-omics analysis of monozygotic twins.

Materials and methods: A total of 285 monozygotic and 27 dizygotic twin pairs were enrolled in Japan. Genome-wide single-nucleotide variant (SNV) genotyping, DNA methylation profiling, and RNA sequencing were performed. Based on HbA1c levels, twin pairs were classified as high concordant, low concordant, or discordant. Structural equation modeling estimated heritability, and GWAS, within-pair methylation comparisons, and expression-methylation correlation analyses were conducted.

Results: Our analysis estimated that genetic factors accounted for 68% of the phenotypic variance in covariate-adjusted HbA1c. Within-pair methylation comparisons revealed several suggestive CpG sites associated with HbA1c variation. GWAS revealed one suggestive SNV associated with higher HbA1c and three SNVs potentially associated with susceptibility to HbA1c variation. Genotype-stratified analyses showed exploratory genetic background-dependent methylation changes at CpG sites, some of which correlated with gene expression.

Conclusion: This study estimated the heritability of adjusted HbA1c and revealed preliminary genetic and epigenetic signals in Japanese twins. Further studies are needed to confirm their biological and clinical significance.

双胞胎研究:与HbA1c水平相关的基因型依赖性表观遗传因素
背景:糖化血红蛋白(HbA1c)是糖尿病的生物标志物。双生子研究表明了大量的遗传性,但非遗传变异的分子基础仍不清楚。我们旨在通过对同卵双胞胎的多组学分析,探索与HbA1c相关的遗传和表观遗传因素。材料与方法:在日本共招募了285对同卵双胞胎和27对异卵双胞胎。进行全基因组单核苷酸变异(SNV)基因分型、DNA甲基化分析和RNA测序。根据HbA1c水平,将双胞胎分为高一致性、低一致性和不一致性。结构方程模型估计遗传力,GWAS,对内甲基化比较和表达-甲基化相关分析进行了分析。结果:我们的分析估计遗传因素占协变量调整后HbA1c表型变异的68%。对内甲基化比较揭示了几个与HbA1c变异相关的CpG位点。GWAS显示1例SNV与HbA1c升高相关,3例SNV可能与HbA1c变异易感性相关。基因型分层分析显示,CpG位点的甲基化变化依赖于遗传背景,其中一些与基因表达相关。结论:本研究估计了调整HbA1c的遗传力,揭示了日本双胞胎的初步遗传和表观遗传信号。需要进一步的研究来证实其生物学和临床意义。
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来源期刊
Epigenomics
Epigenomics GENETICS & HEREDITY-
CiteScore
5.80
自引率
2.60%
发文量
95
审稿时长
>12 weeks
期刊介绍: Epigenomics provides the forum to address the rapidly progressing research developments in this ever-expanding field; to report on the major challenges ahead and critical advances that are propelling the science forward. The journal delivers this information in concise, at-a-glance article formats – invaluable to a time constrained community. Substantial developments in our current knowledge and understanding of genomics and epigenetics are constantly being made, yet this field is still in its infancy. Epigenomics provides a critical overview of the latest and most significant advances as they unfold and explores their potential application in the clinical setting.
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