A Novel Prediction Tool Based on Large Cohorts to Determine the Cancer-Specific Survival Probability of Patients With Locally Advanced Pancreatic Cancer After Irreversible Electroporation Treatment
Irreversible electroporation (IRE) is a novel method which was especially suitable for the treatment of locally advanced pancreatic cancer (LAPC). The purpose of this study was to evaluate probabilities of overall survival (OS) and cancer-specific survival (CSS) in patients with LAPC after IRE treat...
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2020-06-01
|
Series: | Frontiers in Oncology |
Subjects: | |
Online Access: | https://www.frontiersin.org/article/10.3389/fonc.2020.00952/full |
id |
doaj-6fef5d5e494b4559a565d6ef503fc4e2 |
---|---|
record_format |
Article |
spelling |
doaj-6fef5d5e494b4559a565d6ef503fc4e22020-11-25T02:13:45ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2020-06-011010.3389/fonc.2020.00952522443A Novel Prediction Tool Based on Large Cohorts to Determine the Cancer-Specific Survival Probability of Patients With Locally Advanced Pancreatic Cancer After Irreversible Electroporation TreatmentChaobin He0Xin Huang1Yu Zhang2Xiaojun Lin3Shengping Li4State Key Laboratory of Oncology in South China, Department of Pancreatobiliary Surgery, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Department of Pancreatobiliary Surgery, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Department of Pancreatobiliary Surgery, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, ChinaState Key Laboratory of Oncology in South China, Department of Pancreatobiliary Surgery, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, ChinaIrreversible electroporation (IRE) is a novel method which was especially suitable for the treatment of locally advanced pancreatic cancer (LAPC). The purpose of this study was to evaluate probabilities of overall survival (OS) and cancer-specific survival (CSS) in patients with LAPC after IRE treatment and to construct nomograms to predict survival for these patients. Data of patients were retrospectively collected from the Surveillance, Epidemiology, and End Results (SEER) database and medical records of Sun Yat-sen University Cancer Center (SYSUCC). A total of 312 LAPC patients after IRE treatment were included into this study. The 3-year cumulative incidence of cancer-specific mortality for patients with LAPC after IRE treatment was 74.3%. Nomograms for predicting probabilities of OS, CSS, and non-cancer-specific survival (NCSS) were built and calibrated with the concordance index (C-index) and the area under receiver operating characteristic (ROC) curve (AUC). The established nomograms were well-calibrated, with C-indexes of 0.782 for OS prediction, 0.729 for CSS prediction, and 0.730 for NCSS prediction. Compared with the TNM stage system, the established nomograms displayed higher values of AUC and showed better discriminatory power for predicting OS, CSS, and NCSS. These nomograms were well-calibrated and could serve to guide management of LAPC patients after IRE treatment.https://www.frontiersin.org/article/10.3389/fonc.2020.00952/fulllocally advanced pancreatic cancerirreversible electroporationcancer-specific survivalnomogramprognosis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Chaobin He Xin Huang Yu Zhang Xiaojun Lin Shengping Li |
spellingShingle |
Chaobin He Xin Huang Yu Zhang Xiaojun Lin Shengping Li A Novel Prediction Tool Based on Large Cohorts to Determine the Cancer-Specific Survival Probability of Patients With Locally Advanced Pancreatic Cancer After Irreversible Electroporation Treatment Frontiers in Oncology locally advanced pancreatic cancer irreversible electroporation cancer-specific survival nomogram prognosis |
author_facet |
Chaobin He Xin Huang Yu Zhang Xiaojun Lin Shengping Li |
author_sort |
Chaobin He |
title |
A Novel Prediction Tool Based on Large Cohorts to Determine the Cancer-Specific Survival Probability of Patients With Locally Advanced Pancreatic Cancer After Irreversible Electroporation Treatment |
title_short |
A Novel Prediction Tool Based on Large Cohorts to Determine the Cancer-Specific Survival Probability of Patients With Locally Advanced Pancreatic Cancer After Irreversible Electroporation Treatment |
title_full |
A Novel Prediction Tool Based on Large Cohorts to Determine the Cancer-Specific Survival Probability of Patients With Locally Advanced Pancreatic Cancer After Irreversible Electroporation Treatment |
title_fullStr |
A Novel Prediction Tool Based on Large Cohorts to Determine the Cancer-Specific Survival Probability of Patients With Locally Advanced Pancreatic Cancer After Irreversible Electroporation Treatment |
title_full_unstemmed |
A Novel Prediction Tool Based on Large Cohorts to Determine the Cancer-Specific Survival Probability of Patients With Locally Advanced Pancreatic Cancer After Irreversible Electroporation Treatment |
title_sort |
novel prediction tool based on large cohorts to determine the cancer-specific survival probability of patients with locally advanced pancreatic cancer after irreversible electroporation treatment |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Oncology |
issn |
2234-943X |
publishDate |
2020-06-01 |
description |
Irreversible electroporation (IRE) is a novel method which was especially suitable for the treatment of locally advanced pancreatic cancer (LAPC). The purpose of this study was to evaluate probabilities of overall survival (OS) and cancer-specific survival (CSS) in patients with LAPC after IRE treatment and to construct nomograms to predict survival for these patients. Data of patients were retrospectively collected from the Surveillance, Epidemiology, and End Results (SEER) database and medical records of Sun Yat-sen University Cancer Center (SYSUCC). A total of 312 LAPC patients after IRE treatment were included into this study. The 3-year cumulative incidence of cancer-specific mortality for patients with LAPC after IRE treatment was 74.3%. Nomograms for predicting probabilities of OS, CSS, and non-cancer-specific survival (NCSS) were built and calibrated with the concordance index (C-index) and the area under receiver operating characteristic (ROC) curve (AUC). The established nomograms were well-calibrated, with C-indexes of 0.782 for OS prediction, 0.729 for CSS prediction, and 0.730 for NCSS prediction. Compared with the TNM stage system, the established nomograms displayed higher values of AUC and showed better discriminatory power for predicting OS, CSS, and NCSS. These nomograms were well-calibrated and could serve to guide management of LAPC patients after IRE treatment. |
topic |
locally advanced pancreatic cancer irreversible electroporation cancer-specific survival nomogram prognosis |
url |
https://www.frontiersin.org/article/10.3389/fonc.2020.00952/full |
work_keys_str_mv |
AT chaobinhe anovelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT xinhuang anovelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT yuzhang anovelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT xiaojunlin anovelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT shengpingli anovelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT chaobinhe novelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT xinhuang novelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT yuzhang novelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT xiaojunlin novelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment AT shengpingli novelpredictiontoolbasedonlargecohortstodeterminethecancerspecificsurvivalprobabilityofpatientswithlocallyadvancedpancreaticcancerafterirreversibleelectroporationtreatment |
_version_ |
1724903301945753600 |