Unité de Nutrition Humaine (UNH), Université Clermont Auvergne, Institut National de Recherche pour L'agriculture, L'alimentation et L'environnement (INRAE), Faculté de Médecine, F-63000 Clermont-Ferrand, France.
Computational Systems Biology Team, Institut de Biologie de l'Ecole Normale Supérieure, CNRS, INSERM, Ecole Normale Supérieure, Université PSL, 75005 Paris, France.
Nutrients. 2020 Dec 17;12(12):3864. doi: 10.3390/nu12123864.
Insulin resistance decreases the ability of insulin to inhibit hepatic gluconeogenesis, a key step in the development of metabolic syndrome. Metabolic alterations, fat accumulation, and fibrosis in the liver are closely related and contribute to the progression of comorbidities, such as hypertension, type 2 diabetes, or cancer. Omega 3 (-3) polyunsaturated fatty acids, such as eicosapentaenoic acid (EPA), were identified as potent positive regulators of insulin sensitivity in vitro and in animal models. In the current study, we explored the effects of a transgenerational supplementation with EPA in mice exposed to an obesogenic diet on the regulation of microRNAs (miRNAs) and gene expression in the liver using high-throughput techniques. We implemented a comprehensive molecular systems biology approach, combining statistical tools, such as MicroRNA Master Regulator Analysis pipeline and Boolean modeling to integrate these biochemical processes. We demonstrated that EPA mediated molecular adaptations, leading to the inhibition of miR-34a-5p, a negative regulator of Irs2 as a master regulatory event leading to the inhibition of gluconeogenesis by insulin during the fasting-feeding transition. Omics data integration provided greater biological insight and a better understanding of the relationships between biological variables. Such an approach may be useful for deriving innovative data-driven hypotheses and for the discovery of molecular-biochemical mechanistic links.
胰岛素抵抗降低了胰岛素抑制肝糖异生的能力,而肝糖异生是代谢综合征发展的关键步骤。肝脏中的代谢改变、脂肪堆积和纤维化密切相关,并促使高血压、2 型糖尿病或癌症等合并症的进展。ω-3 多不饱和脂肪酸(如二十碳五烯酸,EPA)被鉴定为体外和动物模型中胰岛素敏感性的有效正向调节剂。在本研究中,我们探索了在暴露于致肥胖饮食的小鼠中进行跨代 EPA 补充对肝脏中 microRNAs(miRNAs)和基因表达的调节作用,使用了高通量技术。我们采用了一种全面的分子系统生物学方法,结合了统计工具,如 MicroRNA Master Regulator Analysis 管道和布尔建模,以整合这些生化过程。我们表明,EPA 介导了分子适应,导致 miR-34a-5p 的抑制,miR-34a-5p 是 Irs2 的负调节剂,是在禁食-进食转换期间胰岛素抑制糖异生的主要调节事件。组学数据的整合提供了更深入的生物学见解,并更好地理解了生物学变量之间的关系。这种方法可能有助于推导出创新的、数据驱动的假说,并发现分子生化机制联系。