In view of the result of noninformative prior given in Table 3, considering the credible interval, “fasting blood sugar,” “DM complication,” “hospital admission,” “treatment regimen (both oral and insulin),” “marital status (widowed),” and “educational status (primary)” were significantly and strongly associated with depression among DM patients. The gene discussed is INS; the disease is diabetes mellitus.