OS rates and RFS rates classified according to LMR subgroups and SOLMR grades. (A,B,C,D) OS rates and RFS rates classified according to the LMR in the training cohort and validation cohort. (E,F,G,H) OS rates and RFS rates according to subgroup analysis in the training cohort and validation cohort. (I,J,K,L) OS rates and RFS rates according to different SOLMR grades in the training cohort and validation cohort. Subgroups: NSOH, patients with both NSO and a high LMR; NSOL, patients with both NSO and a low LMR; SOH, patients with both SO and a high LMR; SOL, patients with both SO and a low LMR. OS, overall survival; RFS, recurrence-free survival; LMR, lymphocyte-monocyte ratio; SOLMR, SOLMR grade; LMR, lymphocyte-monocyte ratio; NSO, nonsarcopenic obesity; SO, sarcopenic obesity.