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Updated: Apr 21, 2026

Author Spotlight: Advancing Early Detection and Treatment of Gastrointestinal Tumors
Published on: February 16, 2024
Development and validation of a novel prognostic model for gastric signet ring cell carcinoma based on
Wangyao Li1, Haitao Hu2, Peng Wang1
1Department of Pancreatic and Gastric Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Background:
Gastric signet-ring cell carcinoma (GSRCC) is a highly aggressive subtype of gastric cancer with poor prognosis. Existing prognostic models lack integrated analysis of systemic inflammation and nutritional status. This study aimed to develop and validate a prognostic model incorporating inflammatory and nutritional indicators to enhance individualized clinical management in GSRCC patients.
Methods:
A total of 604 GSRCC patients who underwent curative surgery between 2014 and 2018 were retrospectively analyzed and divided into training (n = 368) and validation (n = 236) cohorts. Prognostic factors were selected using univariate analysis, multivariate Cox regression, and least absolute shrinkage and selection operator (LASSO) regression. A nomogram integrating clinicopathological features and inflammation-nutrition indicators was constructed and evaluated using calibration curves, time-dependent ROC (t-ROC) analysis, and decision curve analysis (DCA).
Results:
X-tile analysis determined optimal cut-off values for inflammation and nutrition markers. Multivariate analysis identified age ≥60 years, upper tumor location, T4 stage, N2-N3 stage, lymphocyte-to-CRP ratio (LCR) ≥ 8,785.7, and geriatric nutritional risk index (GNRI) ≥ 112.9 as independent predictors of overall survival (all p < 0.05). The combined LCR_GNRI score showed strong prognostic discrimination (p < 0.001). The nomogram achieved a concordance index (C-index) of 0.831, with good calibration and substantial clinical benefit confirmed by DCA.
Conclusions:
This study developed and validated a novel GSRCC prognostic nomogram integrating inflammatory and nutritional indicators, offering improved discrimination and clinical utility. It provides a practical tool for precise risk stratification and personalized management of GSRCC patients.
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