Establishment of a Pretreatment Nomogram to Predict the 6-Month Mortality Rate of Patients with Advanced Biliary Tract Cancers Undergoing Gemcitabine-Based Chemotherapy

Background: The estimation of mortality risk among patients diagnosed with advanced cancer provides important information for clinicians and patients in clinical practice. Currently, gemcitabine-based chemotherapy regimens are the standard treatment for patients with advanced biliary tract cancer (B...

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Main Authors: Chiao-En Wu, Wen-Kuan Huang, Wen-Chi Chou, Chia-Hsun Hsieh, John Wen-Cheng Chang, Cheng-Yu Lin, Chun-Nan Yeh, Jen-Shi Chen
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Cancers
Subjects:
Online Access:https://www.mdpi.com/2072-6694/13/13/3139
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spelling doaj-1915fce64a3440cbb9d9c4598e1571112021-07-15T15:31:20ZengMDPI AGCancers2072-66942021-06-01133139313910.3390/cancers13133139Establishment of a Pretreatment Nomogram to Predict the 6-Month Mortality Rate of Patients with Advanced Biliary Tract Cancers Undergoing Gemcitabine-Based ChemotherapyChiao-En Wu0Wen-Kuan Huang1Wen-Chi Chou2Chia-Hsun Hsieh3John Wen-Cheng Chang4Cheng-Yu Lin5Chun-Nan Yeh6Jen-Shi Chen7Department of Internal Medicine, Division of Haematology-Oncology, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, 333 Taoyuan, TaiwanDepartment of Internal Medicine, Division of Haematology-Oncology, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, 333 Taoyuan, TaiwanDepartment of Internal Medicine, Division of Haematology-Oncology, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, 333 Taoyuan, TaiwanDepartment of Internal Medicine, Division of Haematology-Oncology, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, 333 Taoyuan, TaiwanDepartment of Internal Medicine, Division of Haematology-Oncology, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, 333 Taoyuan, TaiwanDepartment of Gastroenterology, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, 333 Taoyuan, TaiwanDepartment of General Surgery, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, 333 Taoyuan, TaiwanDepartment of Internal Medicine, Division of Haematology-Oncology, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, 333 Taoyuan, TaiwanBackground: The estimation of mortality risk among patients diagnosed with advanced cancer provides important information for clinicians and patients in clinical practice. Currently, gemcitabine-based chemotherapy regimens are the standard treatment for patients with advanced biliary tract cancer (BTC). We aimed to develop a nomogram to predict the 6-month mortality rate among patients with advanced BTC to help physicians evaluate treatment options and outcomes. Patients: We conducted a retrospective analysis to evaluate the 6-month mortality rate among patients with advanced BTC who underwent gemcitabine-based chemotherapy from 2012 to 2018. Data regarding pretreatment factors and the clinical response to treatment were collected. Univariate and multivariate analyses were performed to identify independent factors for nomogram creation. Results: A total of 202 advanced BTC patients who were treated with gemcitabine-based chemotherapy were included in this analysis. No difference in survival was identified between patients undergoing gemcitabine monotherapy and those treated with gemcitabine combined with other cytotoxic agents. The univariate analysis revealed 10 significant factors, while the multivariate analysis identified four independent factors, including gender, monocyte to lymphocyte ratio (MLR), alkaline phosphatase (ALP), and liver metastasis, which were used to establish the nomogram. The performance of this nomogram for the prediction of 6-month mortality risk was found to be promising and feasible based on logistic regression. Conclusion: A nomogram based on four independent pretreatment factors, including gender, MLR, ALP, and liver metastasis, was established to predict the 6-month mortality risk in patients with advanced BTC; it can provide clinicians and patients with additional information when evaluating treatment outcomes.https://www.mdpi.com/2072-6694/13/13/3139biliary tract cancerchemotherapygemcitabineprognostic factorsnomogram
collection DOAJ
language English
format Article
sources DOAJ
author Chiao-En Wu
Wen-Kuan Huang
Wen-Chi Chou
Chia-Hsun Hsieh
John Wen-Cheng Chang
Cheng-Yu Lin
Chun-Nan Yeh
Jen-Shi Chen
spellingShingle Chiao-En Wu
Wen-Kuan Huang
Wen-Chi Chou
Chia-Hsun Hsieh
John Wen-Cheng Chang
Cheng-Yu Lin
Chun-Nan Yeh
Jen-Shi Chen
Establishment of a Pretreatment Nomogram to Predict the 6-Month Mortality Rate of Patients with Advanced Biliary Tract Cancers Undergoing Gemcitabine-Based Chemotherapy
Cancers
biliary tract cancer
chemotherapy
gemcitabine
prognostic factors
nomogram
author_facet Chiao-En Wu
Wen-Kuan Huang
Wen-Chi Chou
Chia-Hsun Hsieh
John Wen-Cheng Chang
Cheng-Yu Lin
Chun-Nan Yeh
Jen-Shi Chen
author_sort Chiao-En Wu
title Establishment of a Pretreatment Nomogram to Predict the 6-Month Mortality Rate of Patients with Advanced Biliary Tract Cancers Undergoing Gemcitabine-Based Chemotherapy
title_short Establishment of a Pretreatment Nomogram to Predict the 6-Month Mortality Rate of Patients with Advanced Biliary Tract Cancers Undergoing Gemcitabine-Based Chemotherapy
title_full Establishment of a Pretreatment Nomogram to Predict the 6-Month Mortality Rate of Patients with Advanced Biliary Tract Cancers Undergoing Gemcitabine-Based Chemotherapy
title_fullStr Establishment of a Pretreatment Nomogram to Predict the 6-Month Mortality Rate of Patients with Advanced Biliary Tract Cancers Undergoing Gemcitabine-Based Chemotherapy
title_full_unstemmed Establishment of a Pretreatment Nomogram to Predict the 6-Month Mortality Rate of Patients with Advanced Biliary Tract Cancers Undergoing Gemcitabine-Based Chemotherapy
title_sort establishment of a pretreatment nomogram to predict the 6-month mortality rate of patients with advanced biliary tract cancers undergoing gemcitabine-based chemotherapy
publisher MDPI AG
series Cancers
issn 2072-6694
publishDate 2021-06-01
description Background: The estimation of mortality risk among patients diagnosed with advanced cancer provides important information for clinicians and patients in clinical practice. Currently, gemcitabine-based chemotherapy regimens are the standard treatment for patients with advanced biliary tract cancer (BTC). We aimed to develop a nomogram to predict the 6-month mortality rate among patients with advanced BTC to help physicians evaluate treatment options and outcomes. Patients: We conducted a retrospective analysis to evaluate the 6-month mortality rate among patients with advanced BTC who underwent gemcitabine-based chemotherapy from 2012 to 2018. Data regarding pretreatment factors and the clinical response to treatment were collected. Univariate and multivariate analyses were performed to identify independent factors for nomogram creation. Results: A total of 202 advanced BTC patients who were treated with gemcitabine-based chemotherapy were included in this analysis. No difference in survival was identified between patients undergoing gemcitabine monotherapy and those treated with gemcitabine combined with other cytotoxic agents. The univariate analysis revealed 10 significant factors, while the multivariate analysis identified four independent factors, including gender, monocyte to lymphocyte ratio (MLR), alkaline phosphatase (ALP), and liver metastasis, which were used to establish the nomogram. The performance of this nomogram for the prediction of 6-month mortality risk was found to be promising and feasible based on logistic regression. Conclusion: A nomogram based on four independent pretreatment factors, including gender, MLR, ALP, and liver metastasis, was established to predict the 6-month mortality risk in patients with advanced BTC; it can provide clinicians and patients with additional information when evaluating treatment outcomes.
topic biliary tract cancer
chemotherapy
gemcitabine
prognostic factors
nomogram
url https://www.mdpi.com/2072-6694/13/13/3139
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