DNA methylation-predicted protein differences between Yakutian and Central Russian populations.

IF 2.6 4区 医学 Q2 GENETICS & HEREDITY
Jamaji C Nwanaji-Enwerem, Dennis Khodasevich, Andres Cardenas
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引用次数: 0

Abstract

Background: Populations in subarctic regions, like Yakutia in the Russian Sakha Republic, have adapted to extreme environmental conditions, including intense cold, pronounced shifts in daylight, and variable food availability. However, the biological mechanisms underlying these adaptations remain poorly understood despite insights from genome-wide (GWAS) and epigenome-wide association studies (EWAS).

Methods: Since protein profiles may more directly reflect functional physiology, we analyzed DNA methylation data from 245 healthy Russian participants using methylation-based estimators of circulating protein levels to investigate estimated proteomic differences between residents of Yakutia and Central Russia.

Results: We identified regional variation in 25 protein surrogates enriched in pathways, including MET receptor activation and PI3K-Akt signaling. Some proteins mapped to previously identified GWAS genes. To our knowledge, none mapped to previously identified, differentially methylated in EWAS genes, suggesting that methylation-based protein estimation may capture distinct, complementary aspects of physiological regulation.

Conclusion: These findings align with prior -omics research by highlighting regional molecular differences possibly associated with cold adaptation. They also underscore the potential of methylation-derived proteomic proxies as a useful, indirect approach for studying proteomic variation when direct protein measurements are unavailable. While promising, this method warrants further validation, particularly with respect to potential genetic confounding.

DNA甲基化预测雅库特人和俄罗斯中部人群之间的蛋白质差异。
背景:亚北极地区的人口,如俄罗斯萨哈共和国的雅库特人,已经适应了极端的环境条件,包括严寒、明显的日光变化和多变的食物供应。然而,尽管从全基因组(GWAS)和表观全基因组关联研究(EWAS)中获得了一些见解,但这些适应的生物学机制仍然知之甚少。方法:由于蛋白质谱可以更直接地反映功能生理学,我们使用基于甲基化的循环蛋白水平估计值分析了来自245名健康俄罗斯参与者的DNA甲基化数据,以调查雅库特居民和俄罗斯中部居民之间估计的蛋白质组学差异。结果:我们发现了25个在MET受体激活和PI3K-Akt信号通路中富集的蛋白替代物的区域差异。一些蛋白质与先前鉴定的GWAS基因相对应。据我们所知,没有一个映射到先前鉴定的EWAS基因的差异甲基化,这表明基于甲基化的蛋白质估计可能捕获生理调节的不同互补方面。结论:这些发现与先前的组学研究一致,突出了可能与冷适应相关的区域分子差异。他们还强调了甲基化衍生的蛋白质组学代理作为一种有用的、间接的方法,在无法直接测量蛋白质时研究蛋白质组学变异的潜力。虽然有希望,这种方法值得进一步验证,特别是关于潜在的遗传混淆。
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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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