Center for Epigenetics, Johns Hopkins School of Medicine, Baltimore, Maryland, United States of America.
Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, United States of America.
PLoS Genet. 2023 Oct 23;19(10):e1010997. doi: 10.1371/journal.pgen.1010997. eCollection 2023 Oct.
Diet-related metabolic syndrome is the largest contributor to adverse health in the United States. However, the study of gene-environment interactions and their epigenomic and transcriptomic integration is complicated by the lack of environmental and genetic control in humans that is possible in mouse models. Here we exposed three mouse strains, C57BL/6J (BL6), A/J, and NOD/ShiLtJ (NOD), to a high-fat, high-carbohydrate diet, leading to varying degrees of metabolic syndrome. We then performed transcriptomic and genome-wide DNA methylation analyses for each strain and found overlapping but also highly divergent changes in gene expression and methylation upstream of the discordant metabolic phenotypes. Strain-specific pathway analysis of dietary effects revealed a dysregulation of cholesterol biosynthesis common to all three strains but distinct regulatory networks driving this dysregulation. This suggests a strategy for strain-specific targeted pharmacologic intervention of these upstream regulators informed by epigenetic and transcriptional regulation. As a pilot study, we administered the drug GW4064 to target one of these genotype-dependent networks, the farnesoid X receptor pathway, and found that GW4064 exerts strain-specific protection against dietary effects in BL6, as predicted by our transcriptomic analysis. Furthermore, GW4064 treatment induced inflammatory-related gene expression changes in NOD, indicating a strain-specific effect in its associated toxicities as well as its therapeutic efficacy. This pilot study demonstrates the potential efficacy of precision therapeutics for genotype-informed dietary metabolic intervention and a mouse platform for guiding this approach.
与饮食相关的代谢综合征是美国健康状况不佳的最大原因。然而,基因-环境相互作用及其表观基因组和转录组整合的研究受到人类缺乏环境和遗传控制的阻碍,而在小鼠模型中则可以实现这种控制。在这里,我们使三种小鼠品系,即 C57BL/6J(BL6)、A/J 和 NOD/ShiLtJ(NOD),暴露于高脂肪、高碳水化合物饮食中,导致不同程度的代谢综合征。然后,我们对每种品系进行了转录组和全基因组 DNA 甲基化分析,发现了在代谢表型不一致的基因表达和甲基化的上游存在重叠但高度不同的变化。对饮食影响的品系特异性途径分析揭示了所有三种品系中胆固醇生物合成的失调,但驱动这种失调的调节网络是不同的。这表明了一种策略,即根据表观遗传和转录调控,针对这些上游调节剂进行基于品系的靶向药物干预。作为一项初步研究,我们用药物 GW4064 来靶向其中一个依赖于基因型的网络,即法尼醇 X 受体途径,并发现 GW4064 如我们的转录组分析所预测的那样,在 BL6 中对饮食的影响具有品系特异性的保护作用。此外,GW4064 治疗在 NOD 中诱导了与炎症相关的基因表达变化,表明其在相关毒性以及治疗效果方面具有品系特异性。这项初步研究表明了基于基因型的饮食代谢干预的精准治疗的潜在疗效,以及一个指导这种方法的小鼠平台。