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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2022
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.
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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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