Estimated VO2 max was inversely associated with FMI, fasting insulin, HOMA‐insulin resistance (IR), HbA1c, fasting glucose, urate, CRP, triglyceride, LDL‐cholesterol, and systolic and diastolic BP, and positively associated with HDL‐cholesterol. This evidence concerns the gene CRP and Insulin resistance.