Cargando…

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

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 lat...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Jian, Liu, Leshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651947/
https://www.ncbi.nlm.nih.gov/pubmed/31337369
http://dx.doi.org/10.1186/s12885-019-5958-9
_version_ 1783438462949523456
author Li, Jian
Liu, Leshan
author_facet Li, Jian
Liu, Leshan
author_sort Li, Jian
collection PubMed
description 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.
format Online
Article
Text
id pubmed-6651947
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-66519472019-07-31 Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis Li, Jian Liu, Leshan BMC Cancer Research Article 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. BioMed Central 2019-07-23 /pmc/articles/PMC6651947/ /pubmed/31337369 http://dx.doi.org/10.1186/s12885-019-5958-9 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Li, Jian
Liu, Leshan
Overall survival in patients over 40 years old with surgically resected pancreatic carcinoma: a SEER-based nomogram analysis
title 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_short 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
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6651947/
https://www.ncbi.nlm.nih.gov/pubmed/31337369
http://dx.doi.org/10.1186/s12885-019-5958-9
work_keys_str_mv AT lijian overallsurvivalinpatientsover40yearsoldwithsurgicallyresectedpancreaticcarcinomaaseerbasednomogramanalysis
AT liuleshan overallsurvivalinpatientsover40yearsoldwithsurgicallyresectedpancreaticcarcinomaaseerbasednomogramanalysis