However, reverse causality in the background cannot be excluded, mainly in the case of cancer of the pancreas, which may directly damage insulin-secreting beta cells and impair their function or induce peripheral insulin resistance, thereby causing DM [13]. The gene discussed is INS; the disease is Insulin resistance.