After adjusting age, Alb, BUN,UA, BMI, hypertension, eGFR, and LTPA duration (according to a change in effectestimate of more than 10%), moderate LTPA remained associated with a lower riskof all-cause death (HR: 0.62, 95% CI: 0.44–0.88, p < 0.01), whilevigorous LTPA did not have a significant effect on it (HR: 1.10, 95% CI:0.46–2.64, p = 0.83). Here, ALB is linked to Hypertension.