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Leveraging an Electronic Health Record-Linked Biorepository to Generate a Metformin Pharmacogenomics Hypothesis

机译:利用电子病历链接的生物资源库生成二甲双胍药理基因组学假说

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摘要

Metformin is a first-line antihyperglycemic agent commonly prescribed in type 2 diabetes mellitus (T2DM), but whose pharmacogenomics are not clearly understood. Further, due to accumulating evidence highlighting the potential for metformin in cancer prevention and treatment efforts it is imperative to understand molecular mechanisms of metformin. In this electronic health record(EHR)-based study we explore the potential association of the flavin-containing monooxygenase(FMO)-5 gene, a biologically plausible biotransformer of metformin, and modifying glycemic response to metformin treatment. Using a cohort of 258 T2DM patients who had new metformin exposure, existing genetic data, and longitudinal electronic health records, we compared genetic variation within FMO5 to change in glycemic response. Gene-level and SNP-level analysis identified marginally significant associations for FMO5 variation, representing an EHR-driven pharmacogenetics hypothesis for a potential novel mechanism for metformin biotransformation. However, functional validation of this EHR-based hypothesis is necessary to ascertain its clinical and biological significance.
机译:二甲双胍是通常在2型糖尿病(T2DM)中开出的一线抗高血糖药,但尚未明确了解其药物基因组学。此外,由于积累的证据突出了二甲双胍在癌症预防和治疗工作中的潜力,因此必须了解二甲双胍的分子机制。在这项基于电子健康记录(EHR)的研究中,我们探讨了含有黄素的单加氧酶(FMO)-5基因(一种可能在生物上可能存在的二甲双胍生物转化子)的潜在关联,并改善了对二甲双胍治疗的血糖反应。使用队列研究的258位T2DM患者,他们有新的二甲双胍暴露,现有的遗传数据和纵向电子健康记录,我们比较了FMO5内的遗传变异与血糖反应的变化。基因水平和SNP水平分析确定了FMO5变异的边际显着关联,代表了EHR驱动的药物遗传学假设,可能是二甲双胍生物转化的潜在新机制。但是,此基于EHR的假设的功能验证对于确定其临床和生物学意义是必要的。

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