A clear limitation of observational studies is the inability to distinguish between “causality” (insulin is harmful) or a confounding effect when associations are observed, since insulin-treated patients who usually have more advanced stages of CV and renal diseases are older and have a longer history of diabetes than those treated with oral antihyperglycemic agents. The gene discussed is INS; the disease is kidney disorder.