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Updated: May 26, 2025

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Nomogram for overall survival in ampullary adenocarcinoma using the surveillance, epidemiology, and end results
Jia Yang1, Zi-Yi Wang1, Jing Chen1
1Department of Gastroenterology, The First Affiliated Hospital of Army Medical University, Chongqing 400038, China.
Background:
Ampullary adenocarcinoma is a rare malignant tumor of the gastrointestinal tract. Currently, only a few cases have been reported, resulting in limited information on survival.
Aim:
To develop a dynamic nomogram using internal and external validation to predict survival in patients with ampullary adenocarcinoma.
Methods:
Data were sourced from the surveillance, epidemiology, and end results stat database. The patients in the database were randomized in a 7:3 ratio into training and validation groups. Using Cox regression univariate and multivariate analyses in the training group, we identified independent risk factors for overall survival and cancer-specific survival to develop the nomogram. The nomogram was validated with a cohort of patients from the First Affiliated Hospital of the Army Medical University.
Results:
For overall and cancer-specific survival, 12 (sex, age, race, lymph node ratio, tumor size, chemotherapy, surgical modality, T stage, tumor differentiation, brain metastasis, lung metastasis, and extension) and 6 (age; surveillance, epidemiology, and end results stage; lymph node ratio; chemotherapy; surgical modality; and tumor differentiation) independent risk factors, respectively, were incorporated into the nomogram. The area under the curve values at 1, 3, and 5 years, respectively, were 0.807, 0.842, and 0.826 for overall survival and 0.816, 0.835, and 0.841 for cancer-specific survival. The internal and external validation cohorts indicated good consistency of the nomogram.
Conclusion:
The dynamic nomogram offers robust predictive efficacy for the overall and cancer-specific survival of ampullary adenocarcinoma.
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