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Initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation
BACKGROUND: Immune-checkpoint inhibitors (ICIs) have been increasingly used for non-small cell lung cancer (NSCLC) treatment in recent years. Although insufficient, the rate of programmed death-ligand 1 expression has been adopted as a predictor of ICI efficacy. We evaluated tumor growth rate as a c...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8411181/ https://www.ncbi.nlm.nih.gov/pubmed/34527329 http://dx.doi.org/10.21037/jtd-21-774 |
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author | Sakai, Kosuke Kuramoto, Joji Nishimura, Hiroaki Kuwabara, Yoshiki Kojima, Akitoshi Sasaki-Toda, Maiko Ogawa-Kobayashi, Yumiko Kikuchi, Satoshi Hirata, Yusuke Mikami-Saito, Yuriko Mikami, Shintaro Kyoyama, Hiroyuki Moriyama, Gaku Gemma, Akihiko Uematsu, Kazutsugu |
author_facet | Sakai, Kosuke Kuramoto, Joji Nishimura, Hiroaki Kuwabara, Yoshiki Kojima, Akitoshi Sasaki-Toda, Maiko Ogawa-Kobayashi, Yumiko Kikuchi, Satoshi Hirata, Yusuke Mikami-Saito, Yuriko Mikami, Shintaro Kyoyama, Hiroyuki Moriyama, Gaku Gemma, Akihiko Uematsu, Kazutsugu |
author_sort | Sakai, Kosuke |
collection | PubMed |
description | BACKGROUND: Immune-checkpoint inhibitors (ICIs) have been increasingly used for non-small cell lung cancer (NSCLC) treatment in recent years. Although insufficient, the rate of programmed death-ligand 1 expression has been adopted as a predictor of ICI efficacy. We evaluated tumor growth rate as a clinically easy-to-use predictor of the therapeutic effect of ICIs. METHODS: This study is a single-institution retrospective study in Japan. NSCLC patients treated with nivolumab, pembrolizumab, or atezolizumab at Saitama Medical Center from January 1, 2016 to December 31, 2018 were enrolled, and followed until December 31, 2020. We defined and calculated the initial rapidity of tumor progression (IRP) as: the increase in the sum of the diameters of intrathoracic tumors and lymph nodes on two series of chest computed tomography (CT) scans (one obtained at an initial checkup and the other obtained immediately before the first treatment) divided by the number of days between these CT scans. Two coefficients were calculated: the maximal information coefficient (MIC) between IRP and time to treatment failure (TTF) using the Python package with minepy library, and the Spearman’s rank correlation coefficient. RESULTS: A total of 55 patients (median age, 70 years; 47 men) were enrolled. The median TTF with ICIs was 126 days, and four patients continued to receive ICI treatment at the end of the follow-up. The MIC between IRP and TTF was 0.302 with weak correlation, and the Spearman’s rank correlation coefficient was −0.347 (P=0.00938). CONCLUSIONS: The initial tumor growth rate had a negative linear correlation with the therapeutic effect of ICIs. |
format | Online Article Text |
id | pubmed-8411181 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-84111812021-09-14 Initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation Sakai, Kosuke Kuramoto, Joji Nishimura, Hiroaki Kuwabara, Yoshiki Kojima, Akitoshi Sasaki-Toda, Maiko Ogawa-Kobayashi, Yumiko Kikuchi, Satoshi Hirata, Yusuke Mikami-Saito, Yuriko Mikami, Shintaro Kyoyama, Hiroyuki Moriyama, Gaku Gemma, Akihiko Uematsu, Kazutsugu J Thorac Dis Original Article BACKGROUND: Immune-checkpoint inhibitors (ICIs) have been increasingly used for non-small cell lung cancer (NSCLC) treatment in recent years. Although insufficient, the rate of programmed death-ligand 1 expression has been adopted as a predictor of ICI efficacy. We evaluated tumor growth rate as a clinically easy-to-use predictor of the therapeutic effect of ICIs. METHODS: This study is a single-institution retrospective study in Japan. NSCLC patients treated with nivolumab, pembrolizumab, or atezolizumab at Saitama Medical Center from January 1, 2016 to December 31, 2018 were enrolled, and followed until December 31, 2020. We defined and calculated the initial rapidity of tumor progression (IRP) as: the increase in the sum of the diameters of intrathoracic tumors and lymph nodes on two series of chest computed tomography (CT) scans (one obtained at an initial checkup and the other obtained immediately before the first treatment) divided by the number of days between these CT scans. Two coefficients were calculated: the maximal information coefficient (MIC) between IRP and time to treatment failure (TTF) using the Python package with minepy library, and the Spearman’s rank correlation coefficient. RESULTS: A total of 55 patients (median age, 70 years; 47 men) were enrolled. The median TTF with ICIs was 126 days, and four patients continued to receive ICI treatment at the end of the follow-up. The MIC between IRP and TTF was 0.302 with weak correlation, and the Spearman’s rank correlation coefficient was −0.347 (P=0.00938). CONCLUSIONS: The initial tumor growth rate had a negative linear correlation with the therapeutic effect of ICIs. AME Publishing Company 2021-08 /pmc/articles/PMC8411181/ /pubmed/34527329 http://dx.doi.org/10.21037/jtd-21-774 Text en 2021 Journal of Thoracic Disease. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Sakai, Kosuke Kuramoto, Joji Nishimura, Hiroaki Kuwabara, Yoshiki Kojima, Akitoshi Sasaki-Toda, Maiko Ogawa-Kobayashi, Yumiko Kikuchi, Satoshi Hirata, Yusuke Mikami-Saito, Yuriko Mikami, Shintaro Kyoyama, Hiroyuki Moriyama, Gaku Gemma, Akihiko Uematsu, Kazutsugu Initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation |
title | Initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation |
title_full | Initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation |
title_fullStr | Initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation |
title_full_unstemmed | Initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation |
title_short | Initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation |
title_sort | initial rapidity of tumor growth as a prognostic factor for the therapeutic effect of immune-checkpoint inhibitors in patients with non-small cell lung cancer: evaluation for linear and non-linear correlation |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8411181/ https://www.ncbi.nlm.nih.gov/pubmed/34527329 http://dx.doi.org/10.21037/jtd-21-774 |
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