The current systematic review and meta-analysis revealed moderate-quality evidence that combined intervention of physical activity/exercise and diet/nutrition reduced BMI, insulin, HOMA-IR, C-reactive protein, triglycerides, and depression in the intervention group, while it reduced fat-free mass in the control group. This evidence concerns the gene CRP and depressive disorder.