Compared with the low NPAR group, the high NPAR group had a shorter survival time, older age, higher proportions of diabetes and cardiovascular diseases, and higher levels of inflammatory-related parameters such as WBC, CRP, CAR, and NLR (p < 0.05). Here, CRP is linked to diabetes mellitus.