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Development of a Nomogram to Predict Disease-Specific Survival for Patients After Resection of a Non-Metastatic Adenocarcinoma of the Pancreatic Body and Tail

BACKGROUND: Models for predicting patient survival after resection of a non-metastatic adenocarcinoma of the pancreatic body and tail (APBT) are scarce. We wished to establish and validate a nomogram to predict disease-specific survival (DSS) of these patients. METHODS: A total of 1,435 patients scr...

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Autores principales: Zou, Yiping, Han, Hongwei, Ruan, Shiye, Jian, Zhixiang, Jin, Liang, Zhang, Yuanpeng, Chen, Zhihong, Yin, Zi, Ma, Zuyi, Jin, Haosheng, Dai, Menghua, Shi, Ning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7658586/
https://www.ncbi.nlm.nih.gov/pubmed/33194585
http://dx.doi.org/10.3389/fonc.2020.526602
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author Zou, Yiping
Han, Hongwei
Ruan, Shiye
Jian, Zhixiang
Jin, Liang
Zhang, Yuanpeng
Chen, Zhihong
Yin, Zi
Ma, Zuyi
Jin, Haosheng
Dai, Menghua
Shi, Ning
author_facet Zou, Yiping
Han, Hongwei
Ruan, Shiye
Jian, Zhixiang
Jin, Liang
Zhang, Yuanpeng
Chen, Zhihong
Yin, Zi
Ma, Zuyi
Jin, Haosheng
Dai, Menghua
Shi, Ning
author_sort Zou, Yiping
collection PubMed
description BACKGROUND: Models for predicting patient survival after resection of a non-metastatic adenocarcinoma of the pancreatic body and tail (APBT) are scarce. We wished to establish and validate a nomogram to predict disease-specific survival (DSS) of these patients. METHODS: A total of 1,435 patients screened from the Surveillance, Epidemiology, and End Results (SEER) database were included and divided randomly into a training set (TS; n = 1,007) and internal validation set (IVS; n = 428) at a ratio of 7:3. Cox regression analyses were conducted to select independent predictors in the TS, and a nomogram was constructed. The model was subjected to the IVS and an external validation set (EVS) comprising 151 patients from two tertiary hospitals. RESULTS: Five independent risk factors (age at the diagnosis, chemotherapy, tumor grade, T stage, and the lymph node radio) were identified and integrated into the nomogram. Calibration curves indicated that the nomogram could predict DSS at 1, 2, and 3 years accurately. The nomogram had a higher concordance index for predicting DSS compared with that using the 8th edition of the American Joint 23 Committee on Cancer (AJCC8) stage (TS: 0.681 vs. 0.606; IVS: 0.662 vs. 0.590; and EVS: 0.675 vs. 0.608). The nomogram had better discrimination ability and clinical utility than the AJCC8 stage for predicting 1-, 2-, and 3-year DSS. CONCLUSION: Our developed nomogram could accurately predict DSS in patients after resection of a non-metastatic APBT.
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spelling pubmed-76585862020-11-13 Development of a Nomogram to Predict Disease-Specific Survival for Patients After Resection of a Non-Metastatic Adenocarcinoma of the Pancreatic Body and Tail Zou, Yiping Han, Hongwei Ruan, Shiye Jian, Zhixiang Jin, Liang Zhang, Yuanpeng Chen, Zhihong Yin, Zi Ma, Zuyi Jin, Haosheng Dai, Menghua Shi, Ning Front Oncol Oncology BACKGROUND: Models for predicting patient survival after resection of a non-metastatic adenocarcinoma of the pancreatic body and tail (APBT) are scarce. We wished to establish and validate a nomogram to predict disease-specific survival (DSS) of these patients. METHODS: A total of 1,435 patients screened from the Surveillance, Epidemiology, and End Results (SEER) database were included and divided randomly into a training set (TS; n = 1,007) and internal validation set (IVS; n = 428) at a ratio of 7:3. Cox regression analyses were conducted to select independent predictors in the TS, and a nomogram was constructed. The model was subjected to the IVS and an external validation set (EVS) comprising 151 patients from two tertiary hospitals. RESULTS: Five independent risk factors (age at the diagnosis, chemotherapy, tumor grade, T stage, and the lymph node radio) were identified and integrated into the nomogram. Calibration curves indicated that the nomogram could predict DSS at 1, 2, and 3 years accurately. The nomogram had a higher concordance index for predicting DSS compared with that using the 8th edition of the American Joint 23 Committee on Cancer (AJCC8) stage (TS: 0.681 vs. 0.606; IVS: 0.662 vs. 0.590; and EVS: 0.675 vs. 0.608). The nomogram had better discrimination ability and clinical utility than the AJCC8 stage for predicting 1-, 2-, and 3-year DSS. CONCLUSION: Our developed nomogram could accurately predict DSS in patients after resection of a non-metastatic APBT. Frontiers Media S.A. 2020-10-29 /pmc/articles/PMC7658586/ /pubmed/33194585 http://dx.doi.org/10.3389/fonc.2020.526602 Text en Copyright © 2020 Zou, Han, Ruan, Jian, Jin, Zhang, Chen, Yin, Ma, Jin, Dai and Shi. 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
Zou, Yiping
Han, Hongwei
Ruan, Shiye
Jian, Zhixiang
Jin, Liang
Zhang, Yuanpeng
Chen, Zhihong
Yin, Zi
Ma, Zuyi
Jin, Haosheng
Dai, Menghua
Shi, Ning
Development of a Nomogram to Predict Disease-Specific Survival for Patients After Resection of a Non-Metastatic Adenocarcinoma of the Pancreatic Body and Tail
title Development of a Nomogram to Predict Disease-Specific Survival for Patients After Resection of a Non-Metastatic Adenocarcinoma of the Pancreatic Body and Tail
title_full Development of a Nomogram to Predict Disease-Specific Survival for Patients After Resection of a Non-Metastatic Adenocarcinoma of the Pancreatic Body and Tail
title_fullStr Development of a Nomogram to Predict Disease-Specific Survival for Patients After Resection of a Non-Metastatic Adenocarcinoma of the Pancreatic Body and Tail
title_full_unstemmed Development of a Nomogram to Predict Disease-Specific Survival for Patients After Resection of a Non-Metastatic Adenocarcinoma of the Pancreatic Body and Tail
title_short Development of a Nomogram to Predict Disease-Specific Survival for Patients After Resection of a Non-Metastatic Adenocarcinoma of the Pancreatic Body and Tail
title_sort development of a nomogram to predict disease-specific survival for patients after resection of a non-metastatic adenocarcinoma of the pancreatic body and tail
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7658586/
https://www.ncbi.nlm.nih.gov/pubmed/33194585
http://dx.doi.org/10.3389/fonc.2020.526602
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