Cargando…
Score for the Overall Survival Probability of Patients With Pancreatic Adenocarcinoma of the Body and Tail After Surgery: A Novel Nomogram-Based Risk Assessment
Pancreatic adenocarcinoma of the body and tail often has a dismal prognosis and lacks a specific prognostic stage. The aim of this study was to construct a nomogram for predicting survival of patients with pancreatic adenocarcinoma of the body and tail after surgery. Data of patients were selected f...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7212341/ https://www.ncbi.nlm.nih.gov/pubmed/32426278 http://dx.doi.org/10.3389/fonc.2020.00590 |
_version_ | 1783531600196141056 |
---|---|
author | He, Chaobin Sun, Shuxin Zhang, Yu Lin, Xiaojun Li, Shengping |
author_facet | He, Chaobin Sun, Shuxin Zhang, Yu Lin, Xiaojun Li, Shengping |
author_sort | He, Chaobin |
collection | PubMed |
description | Pancreatic adenocarcinoma of the body and tail often has a dismal prognosis and lacks a specific prognostic stage. The aim of this study was to construct a nomogram for predicting survival of patients with pancreatic adenocarcinoma of the body and tail after surgery. Data of patients were selected from the Surveillance, Epidemiology, and End Results (SEER) database and from medical records of Sun Yat-sen University Cancer Center (SYSUCC). In a multivariate analysis for overall survival (OS), the following six variables were identified as independent predictors and incorporated into the nomogram: age, tumor differentiation, tumor size, lymph node ratio (LNR), and chemotherapy. A nomogram was built based on independent risk predictors. The concordance index (C-index) for nomogram, Tumor-Node-Metastasis (TNM) 7th and 8th stage system were 0.775 [95% confidence interval (CI), 0.731–0.819], 0.617 (95%CI, 0.575–0.659), and 0.632 (95%CI, 0.588–0.676), respectively. The calibrated nomogram predicted survival rates which closely corresponded to the actual survival rates. Furthermore, the values of the area under receiver operating characteristic (ROC) curves (AUC) of the nomograms were higher than those of the TNM 7th or 8th stage system in predicting 1-, 2-, and 3-year survival of patients in training and external validation cohorts. The well-calibrated nomogram could be used to predict prognosis for patients with pancreatic adenocarcinoma of the body and tail after surgery. |
format | Online Article Text |
id | pubmed-7212341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72123412020-05-18 Score for the Overall Survival Probability of Patients With Pancreatic Adenocarcinoma of the Body and Tail After Surgery: A Novel Nomogram-Based Risk Assessment He, Chaobin Sun, Shuxin Zhang, Yu Lin, Xiaojun Li, Shengping Front Oncol Oncology Pancreatic adenocarcinoma of the body and tail often has a dismal prognosis and lacks a specific prognostic stage. The aim of this study was to construct a nomogram for predicting survival of patients with pancreatic adenocarcinoma of the body and tail after surgery. Data of patients were selected from the Surveillance, Epidemiology, and End Results (SEER) database and from medical records of Sun Yat-sen University Cancer Center (SYSUCC). In a multivariate analysis for overall survival (OS), the following six variables were identified as independent predictors and incorporated into the nomogram: age, tumor differentiation, tumor size, lymph node ratio (LNR), and chemotherapy. A nomogram was built based on independent risk predictors. The concordance index (C-index) for nomogram, Tumor-Node-Metastasis (TNM) 7th and 8th stage system were 0.775 [95% confidence interval (CI), 0.731–0.819], 0.617 (95%CI, 0.575–0.659), and 0.632 (95%CI, 0.588–0.676), respectively. The calibrated nomogram predicted survival rates which closely corresponded to the actual survival rates. Furthermore, the values of the area under receiver operating characteristic (ROC) curves (AUC) of the nomograms were higher than those of the TNM 7th or 8th stage system in predicting 1-, 2-, and 3-year survival of patients in training and external validation cohorts. The well-calibrated nomogram could be used to predict prognosis for patients with pancreatic adenocarcinoma of the body and tail after surgery. Frontiers Media S.A. 2020-04-28 /pmc/articles/PMC7212341/ /pubmed/32426278 http://dx.doi.org/10.3389/fonc.2020.00590 Text en Copyright © 2020 He, Sun, Zhang, Lin and Li. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology He, Chaobin Sun, Shuxin Zhang, Yu Lin, Xiaojun Li, Shengping Score for the Overall Survival Probability of Patients With Pancreatic Adenocarcinoma of the Body and Tail After Surgery: A Novel Nomogram-Based Risk Assessment |
title | Score for the Overall Survival Probability of Patients With Pancreatic Adenocarcinoma of the Body and Tail After Surgery: A Novel Nomogram-Based Risk Assessment |
title_full | Score for the Overall Survival Probability of Patients With Pancreatic Adenocarcinoma of the Body and Tail After Surgery: A Novel Nomogram-Based Risk Assessment |
title_fullStr | Score for the Overall Survival Probability of Patients With Pancreatic Adenocarcinoma of the Body and Tail After Surgery: A Novel Nomogram-Based Risk Assessment |
title_full_unstemmed | Score for the Overall Survival Probability of Patients With Pancreatic Adenocarcinoma of the Body and Tail After Surgery: A Novel Nomogram-Based Risk Assessment |
title_short | Score for the Overall Survival Probability of Patients With Pancreatic Adenocarcinoma of the Body and Tail After Surgery: A Novel Nomogram-Based Risk Assessment |
title_sort | score for the overall survival probability of patients with pancreatic adenocarcinoma of the body and tail after surgery: a novel nomogram-based risk assessment |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7212341/ https://www.ncbi.nlm.nih.gov/pubmed/32426278 http://dx.doi.org/10.3389/fonc.2020.00590 |
work_keys_str_mv | AT hechaobin scorefortheoverallsurvivalprobabilityofpatientswithpancreaticadenocarcinomaofthebodyandtailaftersurgeryanovelnomogrambasedriskassessment AT sunshuxin scorefortheoverallsurvivalprobabilityofpatientswithpancreaticadenocarcinomaofthebodyandtailaftersurgeryanovelnomogrambasedriskassessment AT zhangyu scorefortheoverallsurvivalprobabilityofpatientswithpancreaticadenocarcinomaofthebodyandtailaftersurgeryanovelnomogrambasedriskassessment AT linxiaojun scorefortheoverallsurvivalprobabilityofpatientswithpancreaticadenocarcinomaofthebodyandtailaftersurgeryanovelnomogrambasedriskassessment AT lishengping scorefortheoverallsurvivalprobabilityofpatientswithpancreaticadenocarcinomaofthebodyandtailaftersurgeryanovelnomogrambasedriskassessment |