Novel regulatory SNPs that can be activated due to metformin treatment may orchestrate liver gluconeogenesis and add to the variability in AMPK-dependent mechanisms of metformin response.

IF 1.2 Q3 AGRICULTURE, MULTIDISCIPLINARY
E E Korbolina, I S Damarov, T I Merkulova
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引用次数: 0

Abstract

Metformin is a first-line therapy for type 2 diabetes, yet individual response varies significantly, with over 30 % of patients failing to achieve optimal glycemic control. The specific regulatory mechanisms of this phenomenon remain poorly understood and genetic variants involved are mainly undiscovered. There are multiple lines of evidence that the leading role in determining the variance in phenotypic outcome belongs to regulatory SNPs (rSNPs) as they directly modify gene expression. Therefore, the genome-wide search for such functional variants and deciphering associated phenotypes stands as a fundamental challenge. Previously, based on the results of bioinformatics analysis of allele-specific expression and binding landscape in human peripheral blood mononuclear cells, we have established an original panel of 14 796 rSNPs within promotors of 5132 genes. Aiming to pinpoint functional variants most likely linked to metformin hepatic response and impacts on liver gluconeogenesis, we analyzed the relevant open-access data as well as rSNPs from our panel and the corresponding genes. 1196 genes reported to be regulated by metformin in human hepatocytes and 115 genes involved in gluconeogenesis and/or its regulation via Gene Ontology annotations were intersected. Free R software and STRING v.11 tools were used for functional annotation. A number of genes harboring rSNPs within promotor regions were found to be particularly implicated in the mechanisms of metformin's action. Functional enrichment analyses revealed enrichment in critical pathways including FoxO, TNF-α and TGF-β signaling, also implicated in diabetes complications. Among these, six genes (ARPP19, ATF4, NR3C1, PFKFB3, TCF7L2, and WDR5) were strongly associated with regulation of gluconeogenesis, and may be modulated by metformin in the liver. We conclude that metformin therapy response may be influenced by the newly identified functional SNPs including rSNPs within the promotors of genes for gluconeogenic enzymes and transcription regulators.

由于二甲双胍治疗而激活的新的调节snp可能协调肝脏糖异生,并增加了二甲双胍反应的ampk依赖机制的可变性。
二甲双胍是2型糖尿病的一线治疗药物,但个体反应差异很大,超过30%的患者未能达到最佳血糖控制。这一现象的具体调控机制尚不清楚,涉及的遗传变异主要未被发现。有多种证据表明,决定表型结果差异的主要作用属于调节性snp (rsnp),因为它们直接修饰基因表达。因此,在全基因组范围内寻找这些功能变异并破译相关表型是一项基本挑战。在此之前,基于对人外周血单核细胞中等位基因特异性表达和结合景观的生物信息学分析结果,我们在5132个基因的启动子中建立了14796个rSNPs的原始面板。为了确定最有可能与二甲双胍肝反应和肝脏糖异生影响相关的功能变异,我们分析了相关的开放获取数据以及来自我们小组的rsnp和相应基因。通过基因本体注释,研究了1196个二甲双胍在人肝细胞中调控的基因和115个参与糖异生和/或其调控的基因。使用免费的R软件和STRING v.11工具进行函数注释。许多基因在启动子区域内携带rSNPs被发现与二甲双胍的作用机制特别相关。功能富集分析显示FoxO、TNF-α和TGF-β等关键信号通路的富集也与糖尿病并发症有关。其中,有6个基因(ARPP19、ATF4、NR3C1、PFKFB3、TCF7L2和WDR5)与糖异生调控密切相关,可能受到肝脏二甲双胍的调节。我们得出结论,二甲双胍治疗反应可能受到新发现的功能snp的影响,包括糖异生酶和转录调节因子基因启动子中的rsnp。
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来源期刊
Vavilovskii Zhurnal Genetiki i Selektsii
Vavilovskii Zhurnal Genetiki i Selektsii AGRICULTURE, MULTIDISCIPLINARY-
CiteScore
1.90
自引率
0.00%
发文量
119
审稿时长
8 weeks
期刊介绍: The "Vavilov Journal of genetics and breeding" publishes original research and review articles in all key areas of modern plant, animal and human genetics, genomics, bioinformatics and biotechnology. One of the main objectives of the journal is integration of theoretical and applied research in the field of genetics. Special attention is paid to the most topical areas in modern genetics dealing with global concerns such as food security and human health.
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