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Relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis
BACKGROUND: Locally advanced or metastatic non-small cell lung cancer (NSCLC) that has progressed after first-line treatment has a poor prognosis. Recent randomized clinical trials (RCTs) have demonstrated survival benefits of alternative treatments to docetaxel. However, information is lacking on w...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6466705/ https://www.ncbi.nlm.nih.gov/pubmed/30987609 http://dx.doi.org/10.1186/s12885-019-5569-5 |
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author | Vickers, Adrian D. Winfree, Katherine B. Cuyun Carter, Gebra Kiiskinen, Urpo Jen, Min-Hua Stull, Donald Kaye, James A. Carbone, David P. |
author_facet | Vickers, Adrian D. Winfree, Katherine B. Cuyun Carter, Gebra Kiiskinen, Urpo Jen, Min-Hua Stull, Donald Kaye, James A. Carbone, David P. |
author_sort | Vickers, Adrian D. |
collection | PubMed |
description | BACKGROUND: Locally advanced or metastatic non-small cell lung cancer (NSCLC) that has progressed after first-line treatment has a poor prognosis. Recent randomized clinical trials (RCTs) have demonstrated survival benefits of alternative treatments to docetaxel. However, information is lacking on which patients benefit the most and what drug or regimen is optimal. We report a systematic review and network meta-analysis (NMA) of second-line treatments in all subgroup combinations determined by histology, programmed death ligand 1 (PD-L1) expression, and epidermal growth factor receptor (EGFR) mutation. METHODS: MEDLINE, PubMed, EMBASE, Biosciences Information Service (using the Dialog Platform), Cochrane Library, and abstracts from scientific meetings were searched for RCTs published up to September 2015. Key outcomes were overall survival (OS) and progression-free survival (PFS). Bayesian hierarchical exchangeable NMAs were conducted to calculate mean survival times and relative differences for eight subgroups, using docetaxel as the reference comparator. For OS, the NMA was based on hazard ratios applied to a first-order fractional polynomial model fitted to the reference treatment. For PFS, a second-order fractional polynomial model was fitted to reconstructed patient-level data for the entire network of evidence. RESULTS: The search identified 30 studies containing 17 different treatment regimens. Docetaxel plus ramucirumab was associated with a significant improvement in OS and PFS, relative to docetaxel, regardless of patient type. Docetaxel plus nintedanib showed similar efficacy to docetaxel plus ramucirumab in the nonsquamous populations. EGFR tyrosine kinase inhibitors (TKIs) erlotinib and gefitinib showed superior levels of efficacy in EGFR mutation-positive populations and the one PD-1 immunotherapy (nivolumab) studied showed superior efficacy in the populations exhibiting high PD-L1 expression. CONCLUSIONS: In the absence of head-to-head comparisons, we performed a mixed-treatment analysis to synthesize evidence of the efficacy of each treatment. Benefits are optimized by targeting specific treatments to individual patients guided by histology, PD-L1 expression, and EGFR mutation status. SYSTEMATIC REVIEW REGISTRATION: This review is registered in PROSPERO (registration number: CRD42014013780 available at www.crd.york.ac.uk/PROSPERO). ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-019-5569-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6466705 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64667052019-04-22 Relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis Vickers, Adrian D. Winfree, Katherine B. Cuyun Carter, Gebra Kiiskinen, Urpo Jen, Min-Hua Stull, Donald Kaye, James A. Carbone, David P. BMC Cancer Research Article BACKGROUND: Locally advanced or metastatic non-small cell lung cancer (NSCLC) that has progressed after first-line treatment has a poor prognosis. Recent randomized clinical trials (RCTs) have demonstrated survival benefits of alternative treatments to docetaxel. However, information is lacking on which patients benefit the most and what drug or regimen is optimal. We report a systematic review and network meta-analysis (NMA) of second-line treatments in all subgroup combinations determined by histology, programmed death ligand 1 (PD-L1) expression, and epidermal growth factor receptor (EGFR) mutation. METHODS: MEDLINE, PubMed, EMBASE, Biosciences Information Service (using the Dialog Platform), Cochrane Library, and abstracts from scientific meetings were searched for RCTs published up to September 2015. Key outcomes were overall survival (OS) and progression-free survival (PFS). Bayesian hierarchical exchangeable NMAs were conducted to calculate mean survival times and relative differences for eight subgroups, using docetaxel as the reference comparator. For OS, the NMA was based on hazard ratios applied to a first-order fractional polynomial model fitted to the reference treatment. For PFS, a second-order fractional polynomial model was fitted to reconstructed patient-level data for the entire network of evidence. RESULTS: The search identified 30 studies containing 17 different treatment regimens. Docetaxel plus ramucirumab was associated with a significant improvement in OS and PFS, relative to docetaxel, regardless of patient type. Docetaxel plus nintedanib showed similar efficacy to docetaxel plus ramucirumab in the nonsquamous populations. EGFR tyrosine kinase inhibitors (TKIs) erlotinib and gefitinib showed superior levels of efficacy in EGFR mutation-positive populations and the one PD-1 immunotherapy (nivolumab) studied showed superior efficacy in the populations exhibiting high PD-L1 expression. CONCLUSIONS: In the absence of head-to-head comparisons, we performed a mixed-treatment analysis to synthesize evidence of the efficacy of each treatment. Benefits are optimized by targeting specific treatments to individual patients guided by histology, PD-L1 expression, and EGFR mutation status. SYSTEMATIC REVIEW REGISTRATION: This review is registered in PROSPERO (registration number: CRD42014013780 available at www.crd.york.ac.uk/PROSPERO). ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12885-019-5569-5) contains supplementary material, which is available to authorized users. BioMed Central 2019-04-15 /pmc/articles/PMC6466705/ /pubmed/30987609 http://dx.doi.org/10.1186/s12885-019-5569-5 Text en © The Author(s). 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Vickers, Adrian D. Winfree, Katherine B. Cuyun Carter, Gebra Kiiskinen, Urpo Jen, Min-Hua Stull, Donald Kaye, James A. Carbone, David P. Relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis |
title | Relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis |
title_full | Relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis |
title_fullStr | Relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis |
title_full_unstemmed | Relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis |
title_short | Relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis |
title_sort | relative efficacy of interventions in the treatment of second-line non-small cell lung cancer: a systematic review and network meta-analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6466705/ https://www.ncbi.nlm.nih.gov/pubmed/30987609 http://dx.doi.org/10.1186/s12885-019-5569-5 |
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