Interestingly, the core variable species L. lactis was positively correlated with those genes such as AdipoQ, Irs1, Cd 36, and Pde3b (Figure 7) involved in obesity associated pathways. The gene discussed is IRS1; the disease is obesity due to melanocortin 4 receptor deficiency.