ArticleBMC gastroenterology2022
Development and validation of a prognostic nomogram for gallbladder cancer patients after surgery.
Article in BMC gastroenterology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed.
- Genetic characteristics and clinical-specific survival prediction in elderly patients with gallbladder cancer: a genetic and population-based study.Frontiers in endocrinology · 2023Trial
- Development and Validation of Nomogram Predicting Survival in Resectable Gallbladder Cancer.Journal of hepato-biliary-pancreatic sciences · 2026Article
- Repurposing melatonin for its potential roles in gastrointestinal cancers: highlighting the molecular mechanisms.Cancer cell international · 2026Review
- Development and validation of a nomogram for predicting postoperative survival in gallbladder cancer.Translational gastroenterology and hepatology · 2026Article
- Article
- Update on the Role of Imaging in the Diagnosis, Staging, and Prognostication of Gallbladder Cancer.The Indian journal of radiology & imaging · 2025Review
- Preoperative MRI-based nomogram to predict survival after curative resection in patients with gallbladder cancer: a retrospective multicenter analysis.Abdominal radiology (New York) · 2024Article
- Article
- Machine learning-based short-term DFS-associated characteristic factor screening and model construction for patients with gallbladder cancer after radical surgery.American journal of cancer research · 2024Article
- Effect of different surgical options on the long-term survival of stage I gallbladder cancer: a retrospective study based on SEER database and Chinese Multi-institutional Registry.Journal of cancer research and clinical oncology · 2023Article
- Effects of surgery on survival of elderly patients with gallbladder cancer: A propensity score matching analysis of the SEER database.Frontiers in oncology · 2023Article
- Development and validation of an online dynamic prognostic nomogram for incidental gallbladder adenocarcinoma patients without distant metastasis after surgery: a population-based study.Frontiers in medicine · 2023Article
- Development and validation of a nomogram for predicting Mycoplasma pneumoniae pneumonia in adults.Scientific reports · 2022Article
- HHLA2 promotes tumor progression by long non‑coding RNA H19 in human gallbladder cancer.International journal of oncology · 2022Article
- Novel immune scoring dynamic nomograms based on B7-H3, B7-H4, and HHLA2: Potential prediction in survival and immunotherapeutic efficacy for gallbladder cancer.Frontiers in immunology · 2022Article
- Cancer-specific survival and metastasis in pancreatic mucinous cystadenocarcinoma: A SEER-based cohort study.Frontiers in oncology · 2022Article
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5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundGallbladder cancer is associated with late diagnosis and poor prognosis. Current study aims to develop a prognostic nomogram for predicting survival of gallbladder cancer patients after surgery.
methodsTwo large cohorts were included in this analysis. One consisted of 1753 gallbladder cancer patients from the Surveillance, Epidemiology, and End Results (SEER) database, and the other consisted of 239 patients from Shanghai Renji hospital. Significant prognostic factors were identified and integrated to develop the nomogram. Then the model was subjected to bootstrap internal validation and external validation.
resultsUnivariate and multivariate analysis indicated that age, tumor histology, T-stage, N-stage and M-stage were significant prognostic factors, which were all included to build the nomogram. The model showed good discrimination, with a concordance index (C-index) of 0.724 (95% CI, 0.708-0.740), and good calibration. Application of the nomogram in the validation cohort still presented good discrimination (C-index, 0.715 [95% CI 0.672-0.758]) and good calibration. In the primary cohort, the C-index of the nomogram was 0.724, which was significantly higher than the Nevin staging system (C-index = 0.671; P < 0.001) and the 8th TNM staging system (C-index = 0.682; P < 0.001). In the validation cohort, the C-index of the nomogram was 0.715, which was also higher than the Nevin staging system (C-index = 0.692; P < 0.05) and the 8th TNM staging system (C-index = 0.688; P = 0.06).
conclusionsThe proposed nomogram resulted in more-accurate prognostic prediction for patients with gallbladder cancer after surgery.
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