There were significant associations between METS-IR, HOMA-IR, and CKD incidence even after adjusting for age, sex, BMI, physical activity, smoking, alcohol drinking, DM, HTN, dyslipidemia, and CRP. The gene discussed is CRP; the disease is metabolic syndrome.