Related Experiment Video
Updated: Jan 15, 2026

Author Spotlight: Advancing Early Detection and Treatment of Gastrointestinal Tumors
Published on: February 16, 2024
Gastric neuroendocrine neoplasms: updated epidemiology and externally validated prognostic nomogram
Chongfei Zhao1, Kailai Yin1,2, Mengli Zi3
1Zhejiang Key Lab of Prevention, Diagnosis and Therapy of Upper Gastrointestinal Cancer, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Hangzhou, China.
Background:
Gastric neuroendocrine neoplasms (G-NENs) are rare but increasingly diagnosed tumors with marked heterogeneity in prognosis. Existing prognostic tools, such as the American Joint Committee on Cancer (AJCC) staging system, lack integration of key clinical variables and are based on outdated datasets. Updated real-world data and individualized risk models are needed to improve prognostic accuracy and guide treatment decisions.
Methods:
A retrospective analysis of 1641 G-NEN patients from the Surveillance, Epidemiology, and End Results (SEER) database (2004-2018) was conducted. Independent prognostic factors were identified through univariate and multivariate Cox regression and used to construct a nomogram. The model was validated in an internal SEER cohort (n = 493) and an external cohort from a Chinese cancer center (n = 108). Predictive performance was evaluated using the concordance index (C-index), area under the receiver operating characteristic curve (AUC), calibration plots, and decision curve analysis (DCA).
Results:
The incidence of G-NENs rose from 0.435 to 7.033 per 1 000 000 persons over the past 46 years. Multivariate analysis identified age, sex, tumor size, grade, T stage, N stage, M stage, and surgery as independent prognostic factors. The nomogram outperformed the AJCC system, with C-index values of 0.86 (training), 0.86 (internal validation), and 0.72 (external validation). Risk stratification effectively differentiated low- and high-risk patients, and chemotherapy significantly improved survival in the high-risk group.
Conclusions:
The incidence of G-NENs has increased 16-fold in the past 46 years. The nomogram provides more precise survival predictions than the AJCC staging system and can effectively guide clinical decisions.
More Related Videos
10:28Gene Regulation and Targeted Therapy in Gastric Cancer Peritoneal Metastasis: Radiological Findings from Dual Energy CT and PET/CT
Published on: January 22, 2018
06:46Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024