The obesity rate was notably higher among workers engaged in or with a history of shift work, possibly due to disruptions in circadian rhythms and sleep-wake cycles, leading to abnormal lipid metabolism and insulin secretion disturbances. The gene discussed is INS; the disease is obesity disorder.