INS and Insulin resistance: Notably, genera within Proteobacteria were negatively associated with multiple metabolic parameters (HOMA-IR, fasting serum insulin, low-density lipoprotein, triglycerides, and total cholesterol) and CRP and Akkermansia had negative correlations with weight, insulin resistance, and CRP (Supplementary Figure 19b).