A novel inflammation and tumor marker‑based prognostic score, neutrophil‑lymphocyte ratio‑C‑reactive protein‑Ca19‑9, in metastatic gastric cancer

Metastatic gastric cancer is an aggressive malignancy characterized by poor survival rates and heterogeneous treatment outcomes. Reliable prognostic tools to identify patients who may benefit from systemic therapy remain limited. Therefore, there is a need for easily accessible and clinically applicable prognostic tools. The present single-center retrospective study included 70 patients with microsatellite-stable, HER2-negative metastatic gastric cancer who were treated with first-line fluoropyrimidine-based chemotherapy between 2020 and 2024. The present study aimed to develop and evaluate a novel composite prognostic score integrating systemic inflammation and tumor burden. The neutrophil-C-reactive protein (CRP)-CA19-9 (NCC) score was constructed based on baseline neutrophil-to-lymphocyte ratio (NLR ≥5), CRP >20 mg/l and CA19-9 levels (>90 U/ml). Patients were classified into low-risk (0-1) and high-risk (2-3) groups. Overall survival (OS) and progression-free survival (PFS) were analyzed using Kaplan-Meier and Cox regression methods, with internal validation performed by bootstrap resampling. The median OS for the entire cohort was 13.4 months. A high NCC score was associated with significantly shorter OS compared with a low NCC score (9.6 vs. 15.2 months; P=0.00065) and an increased risk of mortality (hazard ratio=2.59; 95% CI: 1.47-4.56). The median PFS was also shorter in the high-risk NCC group (9.2 vs. 10.1 months; P=0.04). The optimism-corrected C-index for OS was 0.60, indicating that the NCC score is a simple and practical prognostic tool for survival stratification with favorable discriminative performance compared with established prognostic indices in metastatic gastric cancer.

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Journal
Oncology Letters
Published
2026-04-15
DOI
https://doi.org/10.3892/ol.2026.15595
Primary Topic
Inflammatory Biomarkers in Disease Prognosis
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article
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article

A novel inflammation and tumor marker‑based prognostic score, neutrophil‑lymphocyte ratio‑C‑reactive protein‑Ca19‑9, in metastatic gastric cancer

Mustafa Büyükkör, Berkan Karabuğa, Enes Kaptan, Ergin Aydemir et al.
Oncology Letters
Inflammatory Biomarkers in Disease Prognosis
article

A novel inflammation and tumor marker‑based prognostic score, neutrophil‑lymphocyte ratio‑C‑reactive protein‑Ca19‑9, in metastatic gastric cancer

Mustafa Büyükkör, Berkan Karabuğa, Enes Kaptan, Ergin Aydemir, Ayşegül Uçkun, Ekin Karabuğa, Osman Kaya, Mehmet Yilmaz, Öztürk Ateş, Sedef Bolat
article en

Abstract

Metastatic gastric cancer is an aggressive malignancy characterized by poor survival rates and heterogeneous treatment outcomes. Reliable prognostic tools to identify patients who may benefit from systemic therapy remain limited. Therefore, there is a need for easily accessible and clinically applicable prognostic tools. The present single-center retrospective study included 70 patients with microsatellite-stable, HER2-negative metastatic gastric cancer who were treated with first-line fluoropyrimidine-based chemotherapy between 2020 and 2024. The present study aimed to develop and evaluate a novel composite prognostic score integrating systemic inflammation and tumor burden. The neutrophil-C-reactive protein (CRP)-CA19-9 (NCC) score was constructed based on baseline neutrophil-to-lymphocyte ratio (NLR ≥5), CRP >20 mg/l and CA19-9 levels (>90 U/ml). Patients were classified into low-risk (0-1) and high-risk (2-3) groups. Overall survival (OS) and progression-free survival (PFS) were analyzed using Kaplan-Meier and Cox regression methods, with internal validation performed by bootstrap resampling. The median OS for the entire cohort was 13.4 months. A high NCC score was associated with significantly shorter OS compared with a low NCC score (9.6 vs. 15.2 months; P=0.00065) and an increased risk of mortality (hazard ratio=2.59; 95% CI: 1.47-4.56). The median PFS was also shorter in the high-risk NCC group (9.2 vs. 10.1 months; P=0.04). The optimism-corrected C-index for OS was 0.60, indicating that the NCC score is a simple and practical prognostic tool for survival stratification with favorable discriminative performance compared with established prognostic indices in metastatic gastric cancer.

Oncology LettersVol. 31(6)
Memorial Ankara Hospital (TR), Ankara Onkoloji Eğitim ve Araştırma Hastanesi (TR)
Reduced inequalities
Openalex Percentile: Top 15%
Inflammatory Biomarkers in Disease Prognosis
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