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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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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. |
format | Online Article Text |
id | pubmed-7658586 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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