Our study showed that both PMPCA and INPP5E showed a significant association with chronotype, which is in opposite directions with type 2 diabetes, which suggested that people who are prone to be more of an “evening” than a “morning” person have a higher risk for developing type 2 diabetes. The gene discussed is PMPCA; the disease is type 2 diabetes mellitus.