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Quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer
The efficacy of immune checkpoint inhibitors (ICIs) in patients with advanced non-small-cell lung cancer (NSCLC) might depend on the presence of emphysema, but this association is not established. We aimed to investigate if quantitively and automatically measuring emphysema can predict the effect of...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9133115/ https://www.ncbi.nlm.nih.gov/pubmed/35614345 http://dx.doi.org/10.1038/s41598-022-13131-2 |
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author | Noda, Yoshimi Shiroyama, Takayuki Masuhiro, Kentaro Amiya, Saori Enomoto, Takatoshi Adachi, Yuichi Hara, Reina Niitsu, Takayuki Naito, Yujiro Miyake, Kotaro Koyama, Shohei Hirata, Haruhiko Nagatomo, Izumi Takeda, Yoshito Kumanogoh, Atsushi |
author_facet | Noda, Yoshimi Shiroyama, Takayuki Masuhiro, Kentaro Amiya, Saori Enomoto, Takatoshi Adachi, Yuichi Hara, Reina Niitsu, Takayuki Naito, Yujiro Miyake, Kotaro Koyama, Shohei Hirata, Haruhiko Nagatomo, Izumi Takeda, Yoshito Kumanogoh, Atsushi |
author_sort | Noda, Yoshimi |
collection | PubMed |
description | The efficacy of immune checkpoint inhibitors (ICIs) in patients with advanced non-small-cell lung cancer (NSCLC) might depend on the presence of emphysema, but this association is not established. We aimed to investigate if quantitively and automatically measuring emphysema can predict the effect of ICIs. We retrospectively analyzed 56 patients with NSCLC who underwent immunotherapy at our hospital. We used the Goddard scoring system (GS) to evaluate the severity of emphysema on baseline CT scans using three-dimensional image analysis software. The emphysema group (GS ≥ 1) showed better progression-free survival (PFS) than the non-emphysema group (GS = 0) (6.5 vs. 2.3 months, respectively, p < 0.01). Multivariate analyses revealed that good performance status, GS of ≥ 1, and high expression of PD-L1 were independently associated with better PFS, while smoking status was not. In conclusion, quantitative evaluation of emphysema can be an objective parameter for predicting the therapeutic effects of ICIs in patients with NSCLC. Our findings can be used to generate hypotheses for future studies. |
format | Online Article Text |
id | pubmed-9133115 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91331152022-05-27 Quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer Noda, Yoshimi Shiroyama, Takayuki Masuhiro, Kentaro Amiya, Saori Enomoto, Takatoshi Adachi, Yuichi Hara, Reina Niitsu, Takayuki Naito, Yujiro Miyake, Kotaro Koyama, Shohei Hirata, Haruhiko Nagatomo, Izumi Takeda, Yoshito Kumanogoh, Atsushi Sci Rep Article The efficacy of immune checkpoint inhibitors (ICIs) in patients with advanced non-small-cell lung cancer (NSCLC) might depend on the presence of emphysema, but this association is not established. We aimed to investigate if quantitively and automatically measuring emphysema can predict the effect of ICIs. We retrospectively analyzed 56 patients with NSCLC who underwent immunotherapy at our hospital. We used the Goddard scoring system (GS) to evaluate the severity of emphysema on baseline CT scans using three-dimensional image analysis software. The emphysema group (GS ≥ 1) showed better progression-free survival (PFS) than the non-emphysema group (GS = 0) (6.5 vs. 2.3 months, respectively, p < 0.01). Multivariate analyses revealed that good performance status, GS of ≥ 1, and high expression of PD-L1 were independently associated with better PFS, while smoking status was not. In conclusion, quantitative evaluation of emphysema can be an objective parameter for predicting the therapeutic effects of ICIs in patients with NSCLC. Our findings can be used to generate hypotheses for future studies. Nature Publishing Group UK 2022-05-25 /pmc/articles/PMC9133115/ /pubmed/35614345 http://dx.doi.org/10.1038/s41598-022-13131-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Noda, Yoshimi Shiroyama, Takayuki Masuhiro, Kentaro Amiya, Saori Enomoto, Takatoshi Adachi, Yuichi Hara, Reina Niitsu, Takayuki Naito, Yujiro Miyake, Kotaro Koyama, Shohei Hirata, Haruhiko Nagatomo, Izumi Takeda, Yoshito Kumanogoh, Atsushi Quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer |
title | Quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer |
title_full | Quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer |
title_fullStr | Quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer |
title_full_unstemmed | Quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer |
title_short | Quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer |
title_sort | quantitative evaluation of emphysema for predicting immunotherapy response in patients with advanced non-small-cell lung cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9133115/ https://www.ncbi.nlm.nih.gov/pubmed/35614345 http://dx.doi.org/10.1038/s41598-022-13131-2 |
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