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Published on: March 14, 2019
Systemic Inflammatory Biomarkers as Prognostic Indicators in Metastatic Colorectal Cancer: A Retrospective Study
Diana-Ioana Panaite1, Simona-Ruxandra Volovat1, Madalina Ostafe1
1Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.
Medicina (Kaunas, Lithuania)
|July 28, 2026
Summary
Systemic inflammatory markers like neutrophil-to-lymphocyte ratio (NLR) showed initial promise for predicting progression-free survival (PFS) in metastatic colorectal cancer (mCRC). However, their prognostic value diminished after accounting for other factors, suggesting limited clinical utility.
Area of Science:
- Oncology
- Clinical Biomarkers
- Colorectal Cancer Research
Background:
- Systemic inflammatory biomarkers are increasingly recognized as potential prognostic indicators in metastatic colorectal cancer (mCRC).
- The prognostic reliability of common inflammatory indices, including neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), C-reactive protein (CRP), C-reactive protein-to-albumin ratio (CAR), and Glasgow Prognostic Score (GPS), requires further investigation.
- Characterizing the prognostic significance of these markers is crucial for improving patient management in mCRC.
Purpose of the Study:
- To evaluate the prognostic significance of NLR, PLR, CRP, CAR, and GPS for progression-free survival (PFS) in a Romanian cohort of patients with mCRC.
- To assess the robustness of these inflammatory markers as independent predictors of outcomes in mCRC.
- To explore the association between inflammatory indices and PFS using advanced statistical modeling.
Main Methods:
- A retrospective observational study involving 148 patients diagnosed with mCRC.
- Baseline laboratory parameters were used to determine inflammatory biomarker levels (NLR, PLR, CRP, CAR, GPS).
- Progression-free survival (PFS) was the primary endpoint, analyzed using Kaplan-Meier, Cox regression (including Firth penalized and multivariable models), restricted cubic splines, and time-dependent ROC analyses.
Main Results:
- In univariable analyses, elevated NLR, PLR, CRP, and CAR were associated with shorter PFS.
- Restricted cubic spline analysis revealed a significant nonlinear association between NLR and PFS.
- However, after multivariable adjustment for clinicopathologic confounders, the association between NLR and PFS was not retained, and time-dependent ROC analysis indicated limited discriminatory performance.
Conclusions:
- While several inflammatory markers showed an association with shorter PFS in univariable analyses, their prognostic impact in metastatic colorectal cancer is not consistently robust.
- The prognostic effect of the neutrophil-to-lymphocyte ratio (NLR) was attenuated after adjustment for confounders and did not demonstrate consistent predictive performance across all statistical models.
- Further research is needed to fully elucidate the role of systemic inflammatory biomarkers in predicting outcomes for patients with mCRC.
