ArticlePloS one2014
Prognostic nomograms for predicting survival and distant metastases in locally advanced rectal cancers.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 2 of them syntheses that pooled it.
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Who cites it
23 citing papers in PubMed, 2 syntheses or guidelines pooled it, 66 citations in OpenAlex.
- Personalizing prognosis in colorectal cancer: A systematic review of the quality and nature of clinical prognostic tools for survival outcomes.Journal of surgical oncology · 2017Pooled it
- Nomograms for colorectal cancer: A systematic review.World journal of gastroenterology · 2015Pooled it
- Review
- Development and Validation of Platelet-Index Based Colorectal Cancer Survival Prognostic Nomogram.Asian Pacific journal of cancer prevention : APJCP · 2025Article
- Evaluation of prognostic models to improve prediction of metastasis in patients following potentially curative treatment for primary colorectal cancer: the PROSPECT trial.Health technology assessment (Winchester, England) · 2025Observational
- Nomograms Predicting Survival, Recurrence and Beneficiary Identification of Adjuvant Chemotherapy in Treatment-naïve Patients with Rectal Cancer who Underwent Upfront Curative Resection: A multi-institutional study.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2024Article
- Racial and Ethnic Bias in Risk Prediction Models for Colorectal Cancer Recurrence When Race and Ethnicity Are Omitted as Predictors.JAMA network open · 2023Article
- A novel nutrition-related nomogram for the survival prediction of colorectal cancer-results from a multicenter study.Nutrition & metabolism · 2023Article
- Antiangiogenic Drug-Induced Proteinuria as a Prognostic Factor in Metastatic Colorectal Cancer.Current oncology (Toronto, Ont.) · 2022Article
- Bayesian network structure for predicting local tumor recurrence in rectal cancer patients treated with neoadjuvant chemoradiation followed by surgery.Physics and imaging in radiation oncology · 2022Article
- Risk Factors for Predicting Lymph Node Metastasis in Submucosal Colorectal Cancer.Journal of the anus, rectum and colon · 2022Article
- A population-based investigation: How to identify high-risk T1-2N0 esophageal cancer patients?Frontiers in surgery · 2022Article
- Predicting Distant Metastasis in Young-Onset Colorectal Cancer After Surgery: A Retrospective Study.Frontiers in oncology · 2022Article
- The development and validation of a predictive model for recurrence in rectal cancer based on radiological and clinicopathological data.European radiology · 2021Article
- Sex Disparities in the Clinical Characteristics, Synchronous Distant Metastasis Occurrence and Prognosis: A Pan-cancer Analysis.Journal of Cancer · 2021Article
- Nomogram predicting cancer-specific mortality in early-onset rectal cancer: a competing risk analysis.International journal of colorectal disease · 2020Article
- Article
- A competing-risk nomogram to predict cause-specific death in elderly patients with colorectal cancer after surgery (especially for colon cancer).World journal of surgical oncology · 2020Article
- Novel Nomograms Individually Predicting Overall Survival of Non-metastatic Colon Cancer Patients.Frontiers in oncology · 2020Article
- Nomogram for predicting disease-free survival among a multicenter cohort of Chinese patients with locally advanced rectal cancer.Cancer management and research · 2019Article
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimTo develop prognostic nomograms for predicting outcomes in patients with locally advanced rectal cancers who do not receive preoperative treatment. MATERIALS AND
methodsA total of 883 patients with stage II-III rectal cancers were retrospectively collected from a single institution. Survival analyses were performed to assess each variable for overall survival (OS), local recurrence (LR) and distant metastases (DM). Cox models were performed to develop a predictive model for each endpoint. The performance of model prediction was validated by cross validation and on an independent group of patients.
resultsThe 5-year LR, DM and OS rates were 22.3%, 32.7% and 63.8%, respectively. Two prognostic nomograms were successfully developed to predict 5-year OS and DM-free survival rates, with c-index of 0.70 (95% CI = [0.66, 0.73]) and 0.68 (95% CI = [0.64, 0.72]) on the original dataset, and 0.76 (95% CI = [0.67, 0.86]) and 0.73 (95% CI = [0.63, 0.83]) on the validation dataset, respectively. Factors in our models included age, gender, carcinoembryonic antigen value, tumor location, T stage, N stage, metastatic lymph nodes ratio, adjuvant chemotherapy and chemoradiotherapy. Predicted by our nomogram, substantial variability in terms of 5-year OS and DM-free survival was observed within each TNM stage category.
conclusionsThe prognostic nomograms integrated demographic and clinicopathological factors to account for tumor and patient heterogeneity, and thereby provided a more individualized outcome prognostication. Our individualized prediction nomograms could help patients with preoperatively under-staged rectal cancer about their postoperative treatment strategies and follow-up protocols.
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