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Updated: Jan 10, 2026

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Relationship between preoperative inflammatory status and survival in patients undergoing curative surgery for
Valerio Argiolas1, Simona Deidda1, Mirko Armas1
1Department of Surgical Science, University of Cagliari, Cagliari, Italy.
Introduction:
Colorectal cancer (CRC) is a leading cause of cancer-related morbidity and mortality worldwide. While TNM staging remains the cornerstone for prognostic stratification, growing evidence highlights the role of systemic inflammation and nutritional status in influencing oncologic outcomes. This study aimed to evaluate the prognostic significance of preoperative immunonutritional indices in patients undergoing curative resection for stage I-III CRC.
Methods:
This retrospective cohort study included 616 patients treated between January 2013 and December 2021 at a single tertiary center. Preoperative indices-neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), systemic immune-inflammation index (SII), prognostic nutritional index (PNI), and systemic inflammation score (SIS)-were calculated from routine blood tests performed within four weeks prior to surgery. Overall survival (OS) and disease-free survival (DFS) were estimated using Kaplan-Meier curves and Cox proportional hazard models.
Results:
After a median follow-up of 61.3 months, 185 deaths (30.0 %) and 74 recurrences (12.0 %) were recorded. All indices demonstrated significant associations with five-year OS and DFS in univariate analysis. In multivariate analysis, PLR>176.9 (HR 1.43; 95 % CI 1.06-1.94; p = 0.02) and LMR≤3 (HR 1.46; 95 % CI 1.8-1.99; p = 0.01) were independently associated with worse OS. For DFS, significant independent predictors of adverse outcomes included NLR>2.95 (HR 1.58; 95 % CI 1.15-2.15; p = 0.004), PLR>176.9 (HR 1.65; 95 % CI 1.20-2.26; p = 0.002), LMR≤3 (HR 1.57; 95 % CI 1.14-2.15; p = 0.006), SII>529.6 (HR 1.46, 95 % CI 1.07-1.99; p = 0.02), and SIS 1-2 (HR 1.43, 95 % CI 1.03-2.06; p = 0.04).
Conclusion:
Preoperative immunonutritional indices are independent prognostic markers in nonmetastatic colorectal cancer. Their integration with standard staging system could enhance risk stratification and guide personalized treatment.
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