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Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade
BACKGROUND: Immune checkpoint blockade (ICB) brings hope to many late-stage cancer patients yet its marker for response remains elusive. METHODS: We developed a hypothesis that treatment-related adverse events (TrAEs) could predict objective response rate (ORR) to ICB. We plotted ORR against corresp...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7489750/ https://www.ncbi.nlm.nih.gov/pubmed/32925773 http://dx.doi.org/10.1097/MD.0000000000022153 |
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author | Shen, Yanyun Chen, Yunfeng Wang, Duoqin Zhu, Zhidong |
author_facet | Shen, Yanyun Chen, Yunfeng Wang, Duoqin Zhu, Zhidong |
author_sort | Shen, Yanyun |
collection | PubMed |
description | BACKGROUND: Immune checkpoint blockade (ICB) brings hope to many late-stage cancer patients yet its marker for response remains elusive. METHODS: We developed a hypothesis that treatment-related adverse events (TrAEs) could predict objective response rate (ORR) to ICB. We plotted ORR against corresponding any and grade 3 to 5 (G3–5) TrAEs across a variety of cancer types by performing a meta-analysis using linear regression. RESULTS: We identified 113 eligible studies encompassing 25 types of malignancies that were treated with ICB or ICB-based regimes. A significant linear correlation was observed for any and severe TrAEs, respectively. The correlation coefficient was 0.57 (r(2) = 0.324) for any TrAE and 0.61 (r(2) = 0.37) for G3–5 TrAE. For melanoma, the correlation coefficient was 0.81 (r(2) = 0.57) for any TrAE and 0.65 (r(2) = 0.42) for G3–5 TrAEs. For RCC, the correlation coefficient was 0.86 (r(2) = 0.74) for any TrAE and 0.91 (r(2) = 0.83) for G3–5 TrAE. For NSCLC, the correlation coefficient was 0.55 (r(2) = 0.3) for any TrAE and 0.74 (r(2) = 0.86) for G3–5 TrAE. For UC, the correlation coefficient was 0.47 (r(2) = 0.68) for any TrAE and 0.27 (r(2) = 0.52) for G3–5 TrAE, yet the correlation was insignificant for severe AEs. CONCLUSION: Our findings suggest that over half of ICB responses could be reflected by any adverse events and ∼60% of responses could be reflected by severe AEs. Further validation is needed in individual trials. |
format | Online Article Text |
id | pubmed-7489750 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-74897502020-09-24 Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade Shen, Yanyun Chen, Yunfeng Wang, Duoqin Zhu, Zhidong Medicine (Baltimore) 5700 BACKGROUND: Immune checkpoint blockade (ICB) brings hope to many late-stage cancer patients yet its marker for response remains elusive. METHODS: We developed a hypothesis that treatment-related adverse events (TrAEs) could predict objective response rate (ORR) to ICB. We plotted ORR against corresponding any and grade 3 to 5 (G3–5) TrAEs across a variety of cancer types by performing a meta-analysis using linear regression. RESULTS: We identified 113 eligible studies encompassing 25 types of malignancies that were treated with ICB or ICB-based regimes. A significant linear correlation was observed for any and severe TrAEs, respectively. The correlation coefficient was 0.57 (r(2) = 0.324) for any TrAE and 0.61 (r(2) = 0.37) for G3–5 TrAE. For melanoma, the correlation coefficient was 0.81 (r(2) = 0.57) for any TrAE and 0.65 (r(2) = 0.42) for G3–5 TrAEs. For RCC, the correlation coefficient was 0.86 (r(2) = 0.74) for any TrAE and 0.91 (r(2) = 0.83) for G3–5 TrAE. For NSCLC, the correlation coefficient was 0.55 (r(2) = 0.3) for any TrAE and 0.74 (r(2) = 0.86) for G3–5 TrAE. For UC, the correlation coefficient was 0.47 (r(2) = 0.68) for any TrAE and 0.27 (r(2) = 0.52) for G3–5 TrAE, yet the correlation was insignificant for severe AEs. CONCLUSION: Our findings suggest that over half of ICB responses could be reflected by any adverse events and ∼60% of responses could be reflected by severe AEs. Further validation is needed in individual trials. Lippincott Williams & Wilkins 2020-09-11 /pmc/articles/PMC7489750/ /pubmed/32925773 http://dx.doi.org/10.1097/MD.0000000000022153 Text en Copyright © 2020 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by/4.0 This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0 |
spellingShingle | 5700 Shen, Yanyun Chen, Yunfeng Wang, Duoqin Zhu, Zhidong Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade |
title | Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade |
title_full | Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade |
title_fullStr | Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade |
title_full_unstemmed | Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade |
title_short | Treatment-related adverse events as surrogate to response rate to immune checkpoint blockade |
title_sort | treatment-related adverse events as surrogate to response rate to immune checkpoint blockade |
topic | 5700 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7489750/ https://www.ncbi.nlm.nih.gov/pubmed/32925773 http://dx.doi.org/10.1097/MD.0000000000022153 |
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