Our findings indicate a high prevalence of high risk of malnutrition among gynecologic cancer survivors with LLL, with 40.0% of patients having serum albumin levels below 40 g/L and 80.6% having PNI scores below 45. Here, ALB is linked to female reproductive organ cancer.