Prognostic Value of a Nomogram Based on the Dynamic Albumin-to-Alkaline Phosphatase Ratio for Patients with Extensive-Stage Small-Cell Lung Cancer

Butuo Li,1 Chao Jiang,2 Ruiqing Wang,3 Bing Zou,1 Peng Xie,1 Wanlong Li,1 Xindong Sun,1 Jinming Yu,1 Linlin Wang1 1Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250017, Shandong Province, Pe...

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Main Authors: Li B, Jiang C, Wang R, Zou B, Xie P, Li W, Sun X, Yu J, Wang L
Format: Article
Language:English
Published: Dove Medical Press 2020-09-01
Series:OncoTargets and Therapy
Subjects:
Online Access:https://www.dovepress.com/prognostic-value-of-a-nomogram-based-on-the-dynamic-albumin-to-alkalin-peer-reviewed-article-OTT
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spelling doaj-e9b26fcf1a584e07ac95bdf493743fae2020-11-25T01:25:58ZengDove Medical PressOncoTargets and Therapy1178-69302020-09-01Volume 139043905756968Prognostic Value of a Nomogram Based on the Dynamic Albumin-to-Alkaline Phosphatase Ratio for Patients with Extensive-Stage Small-Cell Lung CancerLi BJiang CWang RZou BXie PLi WSun XYu JWang LButuo Li,1 Chao Jiang,2 Ruiqing Wang,3 Bing Zou,1 Peng Xie,1 Wanlong Li,1 Xindong Sun,1 Jinming Yu,1 Linlin Wang1 1Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250017, Shandong Province, People’s Republic of China; 2Department of Otorhinolaryngology, Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province 250021, People’s Republic of China; 3Department of Breast Surgery, Linyi People’s Hospital, Linyi 276000, Shandong Province, People’s Republic of ChinaCorrespondence: Linlin Wang Tel +86-531-67626142Fax +86-531-67626141Email wanglinlinatjn@163.comPurpose: Small-cell lung cancer (SCLC) is known as the characteristics of high invasion, rapid progression, and poor prognosis. Therefore, identification of patients with high risk of progression and death is critical to improve the survival of patients with extensive-stage SCLC (ES-SCLC). This study was designed to determine the prognostic importance of the albumin-to-alkaline phosphatase ratio (AAPR) in the survival of patients with ES-SCLC and to develop a nomogram based on AAPR dynamics for ES-SCLC prognosis.Patients and Methods: Characteristics were reviewed from 300 patients with ES-SCLC. Training and validation cohorts included 200 and 100 patients, respectively. We applied univariate and multivariate Cox models to assess the prognostic value of AAPR for ES-SCLC. The nomogram for progression-free survival (PFS) and overall survival (OS) of ES-SCLC patients was developed based on the multivariate survival analysis of the training cohort. External validation of the established nomogram was performed using the validation cohort.Results: N3 stage, thoracic radiotherapy, and post-AAPR were the independent factors identified for PFS. T stage, thoracic radiotherapy, and high post-AAPR were the independent risk factors identified for death. The prognostic nomogram was established by integrating the independent significant factors for PFS and OS in the training cohort with the c-indices of 0.675 and 0.662, respectively, and validated in the validation cohort. The nomogram had superior prognosis prediction ability than did TNM stage. Decision curve analysis (DCA) also indicated clinical net benefits from the nomogram.Conclusion: AAPR was valuable for prognosis prediction in patients with ES-SCLC and was recommended to be dynamically evaluated to guide patient treatment. Additionally, the nomogram covering post-AAPR accurately predicted individual survival probability.Keywords: extensive-stage small-cell lung cancer; ES-SCLC, albumin-to-alkaline phosphatase ratio; AAPR, dynamic, nomogram, prognosis predictionhttps://www.dovepress.com/prognostic-value-of-a-nomogram-based-on-the-dynamic-albumin-to-alkalin-peer-reviewed-article-OTTextensive-stage small-cell lung canceralbumin-to-alkaline phosphatase ratiodynamicnomogramprognosis prediction
collection DOAJ
language English
format Article
sources DOAJ
author Li B
Jiang C
Wang R
Zou B
Xie P
Li W
Sun X
Yu J
Wang L
spellingShingle Li B
Jiang C
Wang R
Zou B
Xie P
Li W
Sun X
Yu J
Wang L
Prognostic Value of a Nomogram Based on the Dynamic Albumin-to-Alkaline Phosphatase Ratio for Patients with Extensive-Stage Small-Cell Lung Cancer
OncoTargets and Therapy
extensive-stage small-cell lung cancer
albumin-to-alkaline phosphatase ratio
dynamic
nomogram
prognosis prediction
author_facet Li B
Jiang C
Wang R
Zou B
Xie P
Li W
Sun X
Yu J
Wang L
author_sort Li B
title Prognostic Value of a Nomogram Based on the Dynamic Albumin-to-Alkaline Phosphatase Ratio for Patients with Extensive-Stage Small-Cell Lung Cancer
title_short Prognostic Value of a Nomogram Based on the Dynamic Albumin-to-Alkaline Phosphatase Ratio for Patients with Extensive-Stage Small-Cell Lung Cancer
title_full Prognostic Value of a Nomogram Based on the Dynamic Albumin-to-Alkaline Phosphatase Ratio for Patients with Extensive-Stage Small-Cell Lung Cancer
title_fullStr Prognostic Value of a Nomogram Based on the Dynamic Albumin-to-Alkaline Phosphatase Ratio for Patients with Extensive-Stage Small-Cell Lung Cancer
title_full_unstemmed Prognostic Value of a Nomogram Based on the Dynamic Albumin-to-Alkaline Phosphatase Ratio for Patients with Extensive-Stage Small-Cell Lung Cancer
title_sort prognostic value of a nomogram based on the dynamic albumin-to-alkaline phosphatase ratio for patients with extensive-stage small-cell lung cancer
publisher Dove Medical Press
series OncoTargets and Therapy
issn 1178-6930
publishDate 2020-09-01
description Butuo Li,1 Chao Jiang,2 Ruiqing Wang,3 Bing Zou,1 Peng Xie,1 Wanlong Li,1 Xindong Sun,1 Jinming Yu,1 Linlin Wang1 1Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan 250017, Shandong Province, People’s Republic of China; 2Department of Otorhinolaryngology, Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong Province 250021, People’s Republic of China; 3Department of Breast Surgery, Linyi People’s Hospital, Linyi 276000, Shandong Province, People’s Republic of ChinaCorrespondence: Linlin Wang Tel +86-531-67626142Fax +86-531-67626141Email wanglinlinatjn@163.comPurpose: Small-cell lung cancer (SCLC) is known as the characteristics of high invasion, rapid progression, and poor prognosis. Therefore, identification of patients with high risk of progression and death is critical to improve the survival of patients with extensive-stage SCLC (ES-SCLC). This study was designed to determine the prognostic importance of the albumin-to-alkaline phosphatase ratio (AAPR) in the survival of patients with ES-SCLC and to develop a nomogram based on AAPR dynamics for ES-SCLC prognosis.Patients and Methods: Characteristics were reviewed from 300 patients with ES-SCLC. Training and validation cohorts included 200 and 100 patients, respectively. We applied univariate and multivariate Cox models to assess the prognostic value of AAPR for ES-SCLC. The nomogram for progression-free survival (PFS) and overall survival (OS) of ES-SCLC patients was developed based on the multivariate survival analysis of the training cohort. External validation of the established nomogram was performed using the validation cohort.Results: N3 stage, thoracic radiotherapy, and post-AAPR were the independent factors identified for PFS. T stage, thoracic radiotherapy, and high post-AAPR were the independent risk factors identified for death. The prognostic nomogram was established by integrating the independent significant factors for PFS and OS in the training cohort with the c-indices of 0.675 and 0.662, respectively, and validated in the validation cohort. The nomogram had superior prognosis prediction ability than did TNM stage. Decision curve analysis (DCA) also indicated clinical net benefits from the nomogram.Conclusion: AAPR was valuable for prognosis prediction in patients with ES-SCLC and was recommended to be dynamically evaluated to guide patient treatment. Additionally, the nomogram covering post-AAPR accurately predicted individual survival probability.Keywords: extensive-stage small-cell lung cancer; ES-SCLC, albumin-to-alkaline phosphatase ratio; AAPR, dynamic, nomogram, prognosis prediction
topic extensive-stage small-cell lung cancer
albumin-to-alkaline phosphatase ratio
dynamic
nomogram
prognosis prediction
url https://www.dovepress.com/prognostic-value-of-a-nomogram-based-on-the-dynamic-albumin-to-alkalin-peer-reviewed-article-OTT
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