Cargando…

Development and Validation of a Nomogram to Predict Survival in Pancreatic Head Ductal Adenocarcinoma After Pancreaticoduodenectomy

BACKGROUND: Pancreatic head ductal adenocarcinoma (PHDAC) patients with the same tumor-node-metastasis (TNM) stage may share different outcomes after pancreaticoduodenectomy (PD). Therefore, a novel method to identify patients with poor prognosis after PD is urgently needed. We aimed to develop a no...

Descripción completa

Detalles Bibliográficos
Autores principales: Peng, Feng, Qin, Tingting, Wang, Min, Wang, Hebin, Dang, Chao, Wu, Chien-Hui, Tien, Yu-Wen, Qin, Renyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8514110/
https://www.ncbi.nlm.nih.gov/pubmed/34660297
http://dx.doi.org/10.3389/fonc.2021.734673
_version_ 1784583327717523456
author Peng, Feng
Qin, Tingting
Wang, Min
Wang, Hebin
Dang, Chao
Wu, Chien-Hui
Tien, Yu-Wen
Qin, Renyi
author_facet Peng, Feng
Qin, Tingting
Wang, Min
Wang, Hebin
Dang, Chao
Wu, Chien-Hui
Tien, Yu-Wen
Qin, Renyi
author_sort Peng, Feng
collection PubMed
description BACKGROUND: Pancreatic head ductal adenocarcinoma (PHDAC) patients with the same tumor-node-metastasis (TNM) stage may share different outcomes after pancreaticoduodenectomy (PD). Therefore, a novel method to identify patients with poor prognosis after PD is urgently needed. We aimed to develop a nomogram to estimate survival in PHDAC after PD. METHODS: To estimate survival after PD, a nomogram was developed using the Tongji Pancreatic cancer cohort comprising 355 PHDAC patients who underwent PD. The nomogram was validated under the same conditions in another cohort (N = 161) from the National Taiwan University Hospital. Prognostic factors were assessed using LASSO and multivariate Cox regression models. The nomogram was internally validated using bootstrap resampling and then externally validated. Performance was assessed using concordance index (c-index) and calibration curve. Clinical utility was evaluated using decision curve analysis (DCA), X-tile program, and Kaplan–Meier curve in both training and validation cohorts. RESULTS: Overall, the median follow-up duration was 32.17 months, with 199 deaths (64.82%) in the training cohort. Variables included in the nomogram were age, preoperative CA 19-9 levels, adjuvant chemotherapy, Tongji classification, T stage, N stage, and differentiation degree. Harrell’s c-indices in the internal and external validation cohorts were 0.79 (95% confidence interval [CI], 0.76–0.82) and 0.83 (95% CI, 0.78–0.87), respectively, which were higher than those in other staging systems. DCA showed better clinical utility. CONCLUSION: The nomogram was better than TNM stage and Tongji classification in predicting PHDAC patients’ prognosis and may improve prognosis-based selection of patients who would benefit from PD.
format Online
Article
Text
id pubmed-8514110
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-85141102021-10-14 Development and Validation of a Nomogram to Predict Survival in Pancreatic Head Ductal Adenocarcinoma After Pancreaticoduodenectomy Peng, Feng Qin, Tingting Wang, Min Wang, Hebin Dang, Chao Wu, Chien-Hui Tien, Yu-Wen Qin, Renyi Front Oncol Oncology BACKGROUND: Pancreatic head ductal adenocarcinoma (PHDAC) patients with the same tumor-node-metastasis (TNM) stage may share different outcomes after pancreaticoduodenectomy (PD). Therefore, a novel method to identify patients with poor prognosis after PD is urgently needed. We aimed to develop a nomogram to estimate survival in PHDAC after PD. METHODS: To estimate survival after PD, a nomogram was developed using the Tongji Pancreatic cancer cohort comprising 355 PHDAC patients who underwent PD. The nomogram was validated under the same conditions in another cohort (N = 161) from the National Taiwan University Hospital. Prognostic factors were assessed using LASSO and multivariate Cox regression models. The nomogram was internally validated using bootstrap resampling and then externally validated. Performance was assessed using concordance index (c-index) and calibration curve. Clinical utility was evaluated using decision curve analysis (DCA), X-tile program, and Kaplan–Meier curve in both training and validation cohorts. RESULTS: Overall, the median follow-up duration was 32.17 months, with 199 deaths (64.82%) in the training cohort. Variables included in the nomogram were age, preoperative CA 19-9 levels, adjuvant chemotherapy, Tongji classification, T stage, N stage, and differentiation degree. Harrell’s c-indices in the internal and external validation cohorts were 0.79 (95% confidence interval [CI], 0.76–0.82) and 0.83 (95% CI, 0.78–0.87), respectively, which were higher than those in other staging systems. DCA showed better clinical utility. CONCLUSION: The nomogram was better than TNM stage and Tongji classification in predicting PHDAC patients’ prognosis and may improve prognosis-based selection of patients who would benefit from PD. Frontiers Media S.A. 2021-09-29 /pmc/articles/PMC8514110/ /pubmed/34660297 http://dx.doi.org/10.3389/fonc.2021.734673 Text en Copyright © 2021 Peng, Qin, Wang, Wang, Dang, Wu, Tien and Qin https://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
Peng, Feng
Qin, Tingting
Wang, Min
Wang, Hebin
Dang, Chao
Wu, Chien-Hui
Tien, Yu-Wen
Qin, Renyi
Development and Validation of a Nomogram to Predict Survival in Pancreatic Head Ductal Adenocarcinoma After Pancreaticoduodenectomy
title Development and Validation of a Nomogram to Predict Survival in Pancreatic Head Ductal Adenocarcinoma After Pancreaticoduodenectomy
title_full Development and Validation of a Nomogram to Predict Survival in Pancreatic Head Ductal Adenocarcinoma After Pancreaticoduodenectomy
title_fullStr Development and Validation of a Nomogram to Predict Survival in Pancreatic Head Ductal Adenocarcinoma After Pancreaticoduodenectomy
title_full_unstemmed Development and Validation of a Nomogram to Predict Survival in Pancreatic Head Ductal Adenocarcinoma After Pancreaticoduodenectomy
title_short Development and Validation of a Nomogram to Predict Survival in Pancreatic Head Ductal Adenocarcinoma After Pancreaticoduodenectomy
title_sort development and validation of a nomogram to predict survival in pancreatic head ductal adenocarcinoma after pancreaticoduodenectomy
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8514110/
https://www.ncbi.nlm.nih.gov/pubmed/34660297
http://dx.doi.org/10.3389/fonc.2021.734673
work_keys_str_mv AT pengfeng developmentandvalidationofanomogramtopredictsurvivalinpancreaticheadductaladenocarcinomaafterpancreaticoduodenectomy
AT qintingting developmentandvalidationofanomogramtopredictsurvivalinpancreaticheadductaladenocarcinomaafterpancreaticoduodenectomy
AT wangmin developmentandvalidationofanomogramtopredictsurvivalinpancreaticheadductaladenocarcinomaafterpancreaticoduodenectomy
AT wanghebin developmentandvalidationofanomogramtopredictsurvivalinpancreaticheadductaladenocarcinomaafterpancreaticoduodenectomy
AT dangchao developmentandvalidationofanomogramtopredictsurvivalinpancreaticheadductaladenocarcinomaafterpancreaticoduodenectomy
AT wuchienhui developmentandvalidationofanomogramtopredictsurvivalinpancreaticheadductaladenocarcinomaafterpancreaticoduodenectomy
AT tienyuwen developmentandvalidationofanomogramtopredictsurvivalinpancreaticheadductaladenocarcinomaafterpancreaticoduodenectomy
AT qinrenyi developmentandvalidationofanomogramtopredictsurvivalinpancreaticheadductaladenocarcinomaafterpancreaticoduodenectomy