Therefore, this study aims to assess the effects of PM2.5 exposure on metabolic and hormonal parameters, specifically insulin, adiponectin, leptin, and HOMA-IR, by comparing healthy individuals and individuals with metabolic syndrome across two distinct PM2.5 seasons in Chiang Mai, Thailand. The gene discussed is LEP; the disease is metabolic syndrome.