Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis

Abstract Background The aim of this study was to identify the determinants of overall survival (OS) within patients over 40 years old with surgically resected pancreatic carcinoma (PC), and to develop a nomogram with the intention of OS predicting. Methods A total of 6341 patients of 40 years of age...

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Main Authors: Jian Li, Leshan Liu
Format: Article
Language:English
Published: BMC 2019-07-01
Series:BMC Cancer
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12885-019-5958-9
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spelling doaj-f45c92f595cb4e1590b72599d44dd1b22020-11-25T03:51:30ZengBMCBMC Cancer1471-24072019-07-011911910.1186/s12885-019-5958-9Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysisJian Li0Leshan Liu1Clinical Research Center, Ruijin Hospital, Shanghai Jiao Tong University School of MedicineClinical Research Center, Ruijin Hospital, Shanghai Jiao Tong University School of MedicineAbstract Background The aim of this study was to identify the determinants of overall survival (OS) within patients over 40 years old with surgically resected pancreatic carcinoma (PC), and to develop a nomogram with the intention of OS predicting. Methods A total of 6341 patients of 40 years of age or later with surgically resected PC between 2010 and 2015 were enrolled from the Surveillance, Epidemiology, and End Results (SEER) program and randomly assigned into training set (4242 cases) and validation set (2099 cases). A nomogram was constructed for predicting 1-, 2- and 3-years OS based on univairate and multivariate Cox regression. The C-index and calibration plot were adopted to assess the nomogram performance. Results Our analysis showed that age, location of carcinoma in pancreas, tumor grade, TNM stage, size of carcinoma together with lymph node ratio (LNR) were considered to be independent overall survival predictors. A nomogram based on these six factors was developed with C-index being 0.680 (95%CI: 0.667–0.693). All calibration curves of OS fitted well. The OS curves stratified by nomogram-predicted probability score (≥20, 10–19 and < 10) demonstrated statistically significant difference not only within training set but also in validation set. Conclusions The present nomogram for OS predicting can serve as the efficacious survival-predicting model and assist in accurate decision-making for patients over 40 years old with surgically resected PC.http://link.springer.com/article/10.1186/s12885-019-5958-9Pancreatic carcinomaPrognosisOverall survivalNomogram
collection DOAJ
language English
format Article
sources DOAJ
author Jian Li
Leshan Liu
spellingShingle Jian Li
Leshan Liu
Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis
BMC Cancer
Pancreatic carcinoma
Prognosis
Overall survival
Nomogram
author_facet Jian Li
Leshan Liu
author_sort Jian Li
title Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis
title_short Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis
title_full Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis
title_fullStr Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis
title_full_unstemmed Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis
title_sort overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a seer-based nomogram analysis
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2019-07-01
description Abstract Background The aim of this study was to identify the determinants of overall survival (OS) within patients over 40 years old with surgically resected pancreatic carcinoma (PC), and to develop a nomogram with the intention of OS predicting. Methods A total of 6341 patients of 40 years of age or later with surgically resected PC between 2010 and 2015 were enrolled from the Surveillance, Epidemiology, and End Results (SEER) program and randomly assigned into training set (4242 cases) and validation set (2099 cases). A nomogram was constructed for predicting 1-, 2- and 3-years OS based on univairate and multivariate Cox regression. The C-index and calibration plot were adopted to assess the nomogram performance. Results Our analysis showed that age, location of carcinoma in pancreas, tumor grade, TNM stage, size of carcinoma together with lymph node ratio (LNR) were considered to be independent overall survival predictors. A nomogram based on these six factors was developed with C-index being 0.680 (95%CI: 0.667–0.693). All calibration curves of OS fitted well. The OS curves stratified by nomogram-predicted probability score (≥20, 10–19 and < 10) demonstrated statistically significant difference not only within training set but also in validation set. Conclusions The present nomogram for OS predicting can serve as the efficacious survival-predicting model and assist in accurate decision-making for patients over 40 years old with surgically resected PC.
topic Pancreatic carcinoma
Prognosis
Overall survival
Nomogram
url http://link.springer.com/article/10.1186/s12885-019-5958-9
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