First-Line Treatment Options for PD-L1–Negative Non-Small Cell Lung Cancer: A Bayesian Network Meta-Analysis
BackgroundFirst-line treatment strategies for programmed death-ligand 1 (PD-L1) negative non-small cell lung cancer (NSCLC) patients include chemotherapy and combination with anti-angiogenesis drugs and/or immune checkpoint inhibitor. We conducted a Bayesian network meta-analysis to evaluate the eff...
Main Authors: | , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2021-06-01
|
Series: | Frontiers in Oncology |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fonc.2021.657545/full |
id |
doaj-b89be364580b4b31841f85288e1e47ea |
---|---|
record_format |
Article |
spelling |
doaj-b89be364580b4b31841f85288e1e47ea2021-06-23T07:11:29ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2021-06-011110.3389/fonc.2021.657545657545First-Line Treatment Options for PD-L1–Negative Non-Small Cell Lung Cancer: A Bayesian Network Meta-AnalysisLing Peng0Wen-Hua Liang1De-Guang Mu2Song Xu3Shao-Dong Hong4Justin Stebbing5Fei Liang6Yang Xia7Department of Respiratory Disease, Zhejiang Provincial People’s Hospital, Hangzhou, ChinaNational Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, ChinaDepartment of Respiratory Disease, Zhejiang Provincial People’s Hospital, Hangzhou, ChinaDepartment of Lung Cancer Surgery, Lung Cancer Institute, Tianjin Medical University General Hospital, Tianjin, ChinaDepartment of Medical Oncology, Sun Yat-sen University Cancer Center, Guangzhou, ChinaDivision of Cancer, Department of Surgery and Cancer, Imperial College London, London, United KingdomDepartment of Biostatistics, Zhongshan Hospital, Fudan University, Shanghai, ChinaDepartment of Respiratory and Critical Care Medicine, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Key Laboratory of Respiratory Disease of Zhejiang Province, Hangzhou, ChinaBackgroundFirst-line treatment strategies for programmed death-ligand 1 (PD-L1) negative non-small cell lung cancer (NSCLC) patients include chemotherapy and combination with anti-angiogenesis drugs and/or immune checkpoint inhibitor. We conducted a Bayesian network meta-analysis to evaluate the efficacy of these therapeutic options.MethodsWe included phase III randomized controlled trials comparing two or more treatments in the first-line setting for NSCLC, including data in PD-L1–negative patients. First-line strategies were compared and ranked based on the effectiveness in terms of overall survival (OS) and progression-free survival (PFS). A rank was assigned to each treatment after Markov Chain Monte Carlo analyses.ResultsFourteen trials involving 14 regimens matched our eligibility criteria. For OS, none of the treatment were significantly more effective than chemotherapy. Nivolumab plus ipilimumab plus chemotherapy was probably the best option based on analysis of the treatment ranking (probability = 30.1%). For PFS, nivolumab plus chemotherapy plus bevacizumab, atezolizumab plus chemotherapy plus bevacizumab, and atezolizumab plus chemotherapy were statistically superior to chemotherapy in pairwise comparison. Nivolumab plus chemotherapy plus bevacizumab was likely to be the preferred option based on the analysis of the treatment ranking (probability = 72.9%).ConclusionsNivolumab plus chemotherapy, in combination with angiogenesis inhibition or anti-cytotoxic T-lymphocyte–associated antigen 4 (CTLA-4), had maximal benefits for NSCLC patient of PD-L1–negative expression. These findings may facilitate individualized treatment strategies. Safety at an individual patient level should be considered in decision making. Further validation is warranted.https://www.frontiersin.org/articles/10.3389/fonc.2021.657545/fullprogrammed death-ligand 1non-small cell lung cancerimmune checkpoint inhibitornetwork meta-analysisimmunotherapy |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ling Peng Wen-Hua Liang De-Guang Mu Song Xu Shao-Dong Hong Justin Stebbing Fei Liang Yang Xia |
spellingShingle |
Ling Peng Wen-Hua Liang De-Guang Mu Song Xu Shao-Dong Hong Justin Stebbing Fei Liang Yang Xia First-Line Treatment Options for PD-L1–Negative Non-Small Cell Lung Cancer: A Bayesian Network Meta-Analysis Frontiers in Oncology programmed death-ligand 1 non-small cell lung cancer immune checkpoint inhibitor network meta-analysis immunotherapy |
author_facet |
Ling Peng Wen-Hua Liang De-Guang Mu Song Xu Shao-Dong Hong Justin Stebbing Fei Liang Yang Xia |
author_sort |
Ling Peng |
title |
First-Line Treatment Options for PD-L1–Negative Non-Small Cell Lung Cancer: A Bayesian Network Meta-Analysis |
title_short |
First-Line Treatment Options for PD-L1–Negative Non-Small Cell Lung Cancer: A Bayesian Network Meta-Analysis |
title_full |
First-Line Treatment Options for PD-L1–Negative Non-Small Cell Lung Cancer: A Bayesian Network Meta-Analysis |
title_fullStr |
First-Line Treatment Options for PD-L1–Negative Non-Small Cell Lung Cancer: A Bayesian Network Meta-Analysis |
title_full_unstemmed |
First-Line Treatment Options for PD-L1–Negative Non-Small Cell Lung Cancer: A Bayesian Network Meta-Analysis |
title_sort |
first-line treatment options for pd-l1–negative non-small cell lung cancer: a bayesian network meta-analysis |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Oncology |
issn |
2234-943X |
publishDate |
2021-06-01 |
description |
BackgroundFirst-line treatment strategies for programmed death-ligand 1 (PD-L1) negative non-small cell lung cancer (NSCLC) patients include chemotherapy and combination with anti-angiogenesis drugs and/or immune checkpoint inhibitor. We conducted a Bayesian network meta-analysis to evaluate the efficacy of these therapeutic options.MethodsWe included phase III randomized controlled trials comparing two or more treatments in the first-line setting for NSCLC, including data in PD-L1–negative patients. First-line strategies were compared and ranked based on the effectiveness in terms of overall survival (OS) and progression-free survival (PFS). A rank was assigned to each treatment after Markov Chain Monte Carlo analyses.ResultsFourteen trials involving 14 regimens matched our eligibility criteria. For OS, none of the treatment were significantly more effective than chemotherapy. Nivolumab plus ipilimumab plus chemotherapy was probably the best option based on analysis of the treatment ranking (probability = 30.1%). For PFS, nivolumab plus chemotherapy plus bevacizumab, atezolizumab plus chemotherapy plus bevacizumab, and atezolizumab plus chemotherapy were statistically superior to chemotherapy in pairwise comparison. Nivolumab plus chemotherapy plus bevacizumab was likely to be the preferred option based on the analysis of the treatment ranking (probability = 72.9%).ConclusionsNivolumab plus chemotherapy, in combination with angiogenesis inhibition or anti-cytotoxic T-lymphocyte–associated antigen 4 (CTLA-4), had maximal benefits for NSCLC patient of PD-L1–negative expression. These findings may facilitate individualized treatment strategies. Safety at an individual patient level should be considered in decision making. Further validation is warranted. |
topic |
programmed death-ligand 1 non-small cell lung cancer immune checkpoint inhibitor network meta-analysis immunotherapy |
url |
https://www.frontiersin.org/articles/10.3389/fonc.2021.657545/full |
work_keys_str_mv |
AT lingpeng firstlinetreatmentoptionsforpdl1negativenonsmallcelllungcancerabayesiannetworkmetaanalysis AT wenhualiang firstlinetreatmentoptionsforpdl1negativenonsmallcelllungcancerabayesiannetworkmetaanalysis AT deguangmu firstlinetreatmentoptionsforpdl1negativenonsmallcelllungcancerabayesiannetworkmetaanalysis AT songxu firstlinetreatmentoptionsforpdl1negativenonsmallcelllungcancerabayesiannetworkmetaanalysis AT shaodonghong firstlinetreatmentoptionsforpdl1negativenonsmallcelllungcancerabayesiannetworkmetaanalysis AT justinstebbing firstlinetreatmentoptionsforpdl1negativenonsmallcelllungcancerabayesiannetworkmetaanalysis AT feiliang firstlinetreatmentoptionsforpdl1negativenonsmallcelllungcancerabayesiannetworkmetaanalysis AT yangxia firstlinetreatmentoptionsforpdl1negativenonsmallcelllungcancerabayesiannetworkmetaanalysis |
_version_ |
1721362422065790976 |