Microbiota contribute to the induction of type 2 diabetes by high-fat/high-sugar (HFHS) diet, but which organs/pathways are impacted by microbiota remain unknown. Using multiorgan network and transkingdom analyses, we found that microbiota-dependent impairment of OXPHOS/mitochondria in white adipose tissue (WAT) plays a primary role in regulating systemic glucose metabolism. The follow-up analysis established that Mmp12+ macrophages link microbiota-dependent inflammation and OXPHOS damage in WAT. Moreover, the molecular signature of Mmp12+ macrophages in WAT was associated with insulin resistance in obese patients. Next, we tested the functional effects of MMP12 and found that Mmp12 genetic deficiency or MMP12 inhibition improved glucose metabolism in conventional, but not in germ-free mice. MMP12 treatment induced insulin resistance in adipocytes. TLR2-ligands present in Oscillibacter valericigenes bacteria, which are expanded by HFHS, induce Mmp12 in WAT macrophages in a MYD88-ATF3–dependent manner. Thus, HFHS induces Mmp12+ macrophages and MMP12, representing a microbiota-dependent bridge between inflammation and mitochondrial damage in WAT and causing insulin resistance.
The diet represents one environmental risk factor controlling the progression of type 1 diabetes (T1D) in genetically susceptible individuals. Consequently, understanding which specific nutritional components promote or prevent the development of disease could be used to make dietary recommendations in prediabetic individuals. In the current study, we hypothesized that the immunoregulatory phytochemcial, indole-3-carbinol (I3C) which is found in cruciferous vegetables, will regulate the progression of T1D in nonobese diabetic (NOD) mice. During digestion, I3C is metabolized into ligands for the aryl hydrocarbon receptor (AhR), a transcription factor that when systemically activated prevents T1D. In NOD mice, an I3C-supplemented diet led to strong AhR activation in the small intestine but minimal systemic AhR activity. In the absence of this systemic response, the dietary intervention led to exacerbated insulitis. Consistent with the compartmentalization of AhR activation, dietary I3C did not alter T helper cell differentiation in the spleen or pancreatic draining lymph nodes. Instead, dietary I3C increased the percentage of CD4+RORγt+Foxp3- (Th17 cells) in the lamina propria, intraepithelial layer, and Peyer’s patches of the small intestine. The immune modulation in the gut was accompanied by alterations to the intestinal microbiome, with changes in bacterial communities observed within one week of I3C supplementation. A transkingdom network was generated to predict host-microbe interactions that were influenced by dietary I3C. Within the phylum Firmicutes, several genera (Intestinimonas, Ruminiclostridium 9, and unclassified Lachnospiraceae) were negatively regulated by I3C. Using AhR knockout mice, we validated that Intestinimonas is negatively regulated by AhR. I3C-mediated microbial dysbiosis was linked to increases in CD25high Th17 cells. Collectively, these data demonstrate that site of AhR activation and subsequent interactions with the host microbiome are important considerations in developing AhR-targeted interventions for T1D.
The gut microbiome has been implicated as a major factor contributing to metabolic diseases as well as being contributors to the response to drugs used for the treatment of such diseases. In this study, using a diet-induced obesity mouse model, we tested the effect of cholestyramine, a bile acid sequestrant, on the murine gut microbiome and mammalian metabolism. We also explored the hypothesis that some beneficial effects of this drug on systemic metabolism can be attributed to alterations in gut microbiota. First, we demonstrated that cholestyramine can decrease glucose and epidydimal fat levels. Next, while investigating gut microbiota we found increased alpha diversity of the gut microbiome of cholestyramine-treated mice, with fourteen taxa showing restoration of abundance to levels resembling those in mice fed with a control diet. Analyzing expression of genes known to be regulated by cholestyramine (including Cyp7a1), we confirmed the expected effect of this drug in the liver and ileum. Finally, using a transkingdom network analysis we inferred Acetatifactor muris and Muribaculum intestinale as potential mediators/modifiers of cholestyramine effects on the mammalian host. In addition, A. muris correlated positively with glucagon (Gcg) expression in the ileum and negatively correlated with small heterodimer partner (Shp) expression in the liver. Interestingly, A. muris also correlated negatively with glucose levels, further indicating the potential probiotic role for A. muris. In conclusion, our results indicate the gut microbiome has a role in the beneficial effects of cholestyramine and suggest specific microbes as targets of future investigations.
Nonalcoholic steatohepatitis (NASH) is currently the only prevalent metabolic disease with no FDA-approved treatment strategy. Supplementation of omega-3 polyunsaturated fatty acids (PUFA) represent a promising treatment as it can attenuate fibrosis and inflammation, but the mechanisms are poorly defined. We employed a causal inference approach for multi-omics network analysis which revealed critical cellular and molecular processes responsible for the effects of omega-3 PUFA (Docosahexaenoic acid, DHA; Eicosapentaenoic acid, EPA) in a preclinical mouse model of NASH. Because NASH is one of the leading causes of liver cancer, we also performed a meta-analysis of 7 cancer datasets and integrated these results with the mouse gene expression network. The overlap of the NASH network with meta-analysis identified betacellulin (BTC)-EGFR-ERBB as a central pathway of hepatocellular carcinoma. In mice, DHA inhibits this pathway. Using two cell lines, we confirmed that BTC acts at several levels of pathogenesis by: 1) promoting proliferation of quiescent hepatic stellate cells; 2) stimulating transforming growth factor-beta 2 (TGFB-2), which increases collagen production, and 3) upregulation of integrins in macrophages together with TLR2/4 agonists. Strikingly, these pathogenic processes were attenuated by DHA and to a much lesser degree by EPA. We also found that DHA restores hepatic cardiolipin precursors and mitochondrial pathways. Together, our results suggest that inhibition of BTC by DHA is a key mechanism behind its beneficial effects on liver health, and that administration of DHA may prevent progression of NASH to liver cancer by averting the BTC-EGFR-ERBB pathway.
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