Another study extracted 13 common genes (IL6, TLR4, TNF, CRP, CCL2, IL10, IL1B, TGFB1, ADIPOQ, ACE, VEGFA, IL1RN, HIF1A) among TB, cirrhosis, chronic obstructive pulmonary disease, diabetes mellitus, obesity, ischemic heart disease, ischemic stroke from gene regulatory network, genetic PPI, enrichment analysis, co-expression, and physical interaction. This evidence concerns the gene ADIPOQ and diabetes mellitus.