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Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma
Immune checkpoint inhibitors have been approved as second-line therapy for patients with advanced urothelial carcinoma (UC). However, which patients will obtain clinical benefit remains to be determined. To identify predictive biomarkers for the pembrolizumab (PEM) response early during treatment, t...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
D.A. Spandidos
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9219027/ https://www.ncbi.nlm.nih.gov/pubmed/35765279 http://dx.doi.org/10.3892/ol.2022.13384 |
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author | Teshima, Taro Kobayashi, Yukari Kawai, Taketo Kushihara, Yoshihiro Nagaoka, Koji Miyakawa, Jimpei Akiyama, Yoshiyuki Yamada, Yuta Sato, Yusuke Yamada, Daisuke Tanaka, Nobuyuki Tsunoda, Tatsuhiko Kume, Haruki Kakimi, Kazuhiro |
author_facet | Teshima, Taro Kobayashi, Yukari Kawai, Taketo Kushihara, Yoshihiro Nagaoka, Koji Miyakawa, Jimpei Akiyama, Yoshiyuki Yamada, Yuta Sato, Yusuke Yamada, Daisuke Tanaka, Nobuyuki Tsunoda, Tatsuhiko Kume, Haruki Kakimi, Kazuhiro |
author_sort | Teshima, Taro |
collection | PubMed |
description | Immune checkpoint inhibitors have been approved as second-line therapy for patients with advanced urothelial carcinoma (UC). However, which patients will obtain clinical benefit remains to be determined. To identify predictive biomarkers for the pembrolizumab (PEM) response early during treatment, the present study investigated 31 patients with chemotherapy-resistant recurrent or metastatic UC who received 200 mg PEM intravenously every 3 weeks. Blood was taken just before the first dose and again before the second dose, and the peripheral blood mononuclear cells of all 31 pairs of blood samples were immune phenotyped by flow cytometry. Data were assessed by principal component analysis (PCA), correlation analysis and Cox proportional hazards modeling in order to comprehensively determine the effects of PEM on peripheral mononuclear immune cells. Absolute counts of CD45RA+CD27-CCR7- terminally differentiated CD8+ T cells and KLRG1+CD57+ senescent CD8+ T cells were significantly increased after PEM administration (P=0.042 and P=0.043, respectively). Senescent and exhausted CD4(+) and CD8(+) T cell dynamics were strongly associated with each other. By contrast, counts of monocytic myeloid-derived suppressor cells (mMDSCs) were not associated with other immune cell phenotypes. The results of PCA and non-hierarchical clustering of patients suggested that excessive T cell senescence and differentiation early during treatment were not necessarily associated with a survival benefit. However, decreased mMDSC counts after PEM were associated with improved overall survival. In conclusion, early on-treatment peripheral T cell status was associated with response to PEM; however, it was not associated with clinical benefit. By contrast, decreased peripheral mMDSC counts did predict improved overall survival. |
format | Online Article Text |
id | pubmed-9219027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | D.A. Spandidos |
record_format | MEDLINE/PubMed |
spelling | pubmed-92190272022-06-27 Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma Teshima, Taro Kobayashi, Yukari Kawai, Taketo Kushihara, Yoshihiro Nagaoka, Koji Miyakawa, Jimpei Akiyama, Yoshiyuki Yamada, Yuta Sato, Yusuke Yamada, Daisuke Tanaka, Nobuyuki Tsunoda, Tatsuhiko Kume, Haruki Kakimi, Kazuhiro Oncol Lett Articles Immune checkpoint inhibitors have been approved as second-line therapy for patients with advanced urothelial carcinoma (UC). However, which patients will obtain clinical benefit remains to be determined. To identify predictive biomarkers for the pembrolizumab (PEM) response early during treatment, the present study investigated 31 patients with chemotherapy-resistant recurrent or metastatic UC who received 200 mg PEM intravenously every 3 weeks. Blood was taken just before the first dose and again before the second dose, and the peripheral blood mononuclear cells of all 31 pairs of blood samples were immune phenotyped by flow cytometry. Data were assessed by principal component analysis (PCA), correlation analysis and Cox proportional hazards modeling in order to comprehensively determine the effects of PEM on peripheral mononuclear immune cells. Absolute counts of CD45RA+CD27-CCR7- terminally differentiated CD8+ T cells and KLRG1+CD57+ senescent CD8+ T cells were significantly increased after PEM administration (P=0.042 and P=0.043, respectively). Senescent and exhausted CD4(+) and CD8(+) T cell dynamics were strongly associated with each other. By contrast, counts of monocytic myeloid-derived suppressor cells (mMDSCs) were not associated with other immune cell phenotypes. The results of PCA and non-hierarchical clustering of patients suggested that excessive T cell senescence and differentiation early during treatment were not necessarily associated with a survival benefit. However, decreased mMDSC counts after PEM were associated with improved overall survival. In conclusion, early on-treatment peripheral T cell status was associated with response to PEM; however, it was not associated with clinical benefit. By contrast, decreased peripheral mMDSC counts did predict improved overall survival. D.A. Spandidos 2022-06-16 /pmc/articles/PMC9219027/ /pubmed/35765279 http://dx.doi.org/10.3892/ol.2022.13384 Text en Copyright: © Teshima et al. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. |
spellingShingle | Articles Teshima, Taro Kobayashi, Yukari Kawai, Taketo Kushihara, Yoshihiro Nagaoka, Koji Miyakawa, Jimpei Akiyama, Yoshiyuki Yamada, Yuta Sato, Yusuke Yamada, Daisuke Tanaka, Nobuyuki Tsunoda, Tatsuhiko Kume, Haruki Kakimi, Kazuhiro Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma |
title | Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma |
title_full | Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma |
title_fullStr | Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma |
title_full_unstemmed | Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma |
title_short | Principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma |
title_sort | principal component analysis of early immune cell dynamics during pembrolizumab treatment of advanced urothelial carcinoma |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9219027/ https://www.ncbi.nlm.nih.gov/pubmed/35765279 http://dx.doi.org/10.3892/ol.2022.13384 |
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