Multivariable logistic regression analysis identified smoking history [odds ratio (OR) = 2.186, 95% confidence interval (CI) 1.34-3.57], diabetes history (OR = 2.171, 95% CI 1.32-3.58), sarcopenia (OR = 2.230, 95% CI 1.37-3.62), a high degree of preoperative coronary stenosis (OR = 2.223, 95% CI 1.36-3.64), elevated Lp(a) (OR = 2.143, 95% CI 1.32-3.49), elevated UA (OR = 2.164, 95% CI 1.31-3.58), elevated PAR2 (OR = 2.192, 95% CI 1.32-3.64), and elevated MHR (OR = 2.201, 95% CI 1.32-3.68) as independent risk factors for ventricular remodelling after CABG in the study population. The gene discussed is F2RL1; the disease is sarcopenia.