Other factors, including gender, age ≥ 70 years, smoking, obesity, HTN, DM, CAD, AFib, ACEi use, ARB use, device implants, CRP, and BNP levels, showed no statistically significant association with mortality risk in this analysis. The gene discussed is CRP; the disease is obesity due to melanocortin 4 receptor deficiency.