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CD28/PD1 co-expression: dual impact on CD8(+) T cells in peripheral blood and tumor tissue, and its significance in NSCLC patients' survival and ICB response
BACKGROUND: Immune checkpoint blockade (ICB) has significantly prolonged survival of non-small cell lung cancer (NSCLC) patients, although most patients develop mechanisms of resistance. Recently single-cell RNA-sequencing (scRNA-Seq) revealed a huge T-cell phenotypic and (dys)functional state varia...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10612243/ https://www.ncbi.nlm.nih.gov/pubmed/37898752 http://dx.doi.org/10.1186/s13046-023-02846-3 |
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author | Palermo, Belinda Franzese, Ornella Frisullo, Giuseppe D’Ambrosio, Lorenzo Panetta, Mariangela Campo, Giulia D’Andrea, Daniel Sperduti, Isabella De Nicola, Francesca Goeman, Frauke Gallina, Filippo Visca, Paolo Facciolo, Francesco Nisticò, Paola |
author_facet | Palermo, Belinda Franzese, Ornella Frisullo, Giuseppe D’Ambrosio, Lorenzo Panetta, Mariangela Campo, Giulia D’Andrea, Daniel Sperduti, Isabella De Nicola, Francesca Goeman, Frauke Gallina, Filippo Visca, Paolo Facciolo, Francesco Nisticò, Paola |
author_sort | Palermo, Belinda |
collection | PubMed |
description | BACKGROUND: Immune checkpoint blockade (ICB) has significantly prolonged survival of non-small cell lung cancer (NSCLC) patients, although most patients develop mechanisms of resistance. Recently single-cell RNA-sequencing (scRNA-Seq) revealed a huge T-cell phenotypic and (dys)functional state variability. Accordingly, T-cell exhaustion is recognized as a functional adaptation, with a dynamic progression from a long-lived “pre-exhausted stem-like progenitor” to a “terminally exhausted” state. In this scenario it is crucial to understand the complex interplay between co-stimulatory and inhibitory molecules in CD8(+) T-cell functionality. METHODS: To gain a baseline landscape of the composition, functional states, and transcriptomic signatures predictive of prognosis, we analyzed CD8(+) T-cell subsets characterized by the presence/absence of PD1 and CD28 from periphery, adjacent non-tumor tissue and tumor site of a cohort of treatment-naïve NSCLC patients, by integrated multiparametric flow cytometry, targeted multi-omic scRNA-seq analyses, and computational pipelines. RESULTS: Despite the increased PD1 levels, an improved PD1(+)CD28(+) T-cell polyfunctionality was observed with the transition from periphery to tumor site, associated with lack of TIGIT, TIM-3 and LAG-3, but not with Ag-experienced-marker CD11a. Differently from CD28(+) T cells, the increased PD1 levels in the tumor were associated with reduced functionality in PD1(+)CD28(−) T cells. CD11a(high), although expressed only in a small fraction of this subset, still sustained its functionality. Absence of TIGIT, TIM-3 and CTLA-4, alone or combined, was beneficial to CD28(−) T cells. Notably, we observed distinct T(RM) phenotypes in the different districts, with CD28(+) T cells more capable of producing TGFβ in the periphery, potentially contributing to elevated CD103 levels. In contrast CD28(−) T(RM) mainly produced CXCL13 within the tumor. ScRNA-seq revealed 5 different clusters for each of the two subsets, with distinctive transcriptional profiles in the three districts. By interrogating the TCGA dataset of patients with lung adenocarcinoma (LUAD) and metastatic NSCLC treated with atezolizumab, we found signatures of heterogeneous T(RM) and "pre-exhausted" long-lived effector memory CD8(+) T cells associated with improved response to ICB only in the presence of CD28. CONCLUSIONS: Our findings identify signatures able to stratify survival of LUAD patients and predict ICB response in advanced NSCLC. CD28 is advocated as a key determinant in the signatures identified, in both periphery and tumor site, thus likely providing feasible biomarkers of ICB response. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-023-02846-3. |
format | Online Article Text |
id | pubmed-10612243 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-106122432023-10-29 CD28/PD1 co-expression: dual impact on CD8(+) T cells in peripheral blood and tumor tissue, and its significance in NSCLC patients' survival and ICB response Palermo, Belinda Franzese, Ornella Frisullo, Giuseppe D’Ambrosio, Lorenzo Panetta, Mariangela Campo, Giulia D’Andrea, Daniel Sperduti, Isabella De Nicola, Francesca Goeman, Frauke Gallina, Filippo Visca, Paolo Facciolo, Francesco Nisticò, Paola J Exp Clin Cancer Res Research BACKGROUND: Immune checkpoint blockade (ICB) has significantly prolonged survival of non-small cell lung cancer (NSCLC) patients, although most patients develop mechanisms of resistance. Recently single-cell RNA-sequencing (scRNA-Seq) revealed a huge T-cell phenotypic and (dys)functional state variability. Accordingly, T-cell exhaustion is recognized as a functional adaptation, with a dynamic progression from a long-lived “pre-exhausted stem-like progenitor” to a “terminally exhausted” state. In this scenario it is crucial to understand the complex interplay between co-stimulatory and inhibitory molecules in CD8(+) T-cell functionality. METHODS: To gain a baseline landscape of the composition, functional states, and transcriptomic signatures predictive of prognosis, we analyzed CD8(+) T-cell subsets characterized by the presence/absence of PD1 and CD28 from periphery, adjacent non-tumor tissue and tumor site of a cohort of treatment-naïve NSCLC patients, by integrated multiparametric flow cytometry, targeted multi-omic scRNA-seq analyses, and computational pipelines. RESULTS: Despite the increased PD1 levels, an improved PD1(+)CD28(+) T-cell polyfunctionality was observed with the transition from periphery to tumor site, associated with lack of TIGIT, TIM-3 and LAG-3, but not with Ag-experienced-marker CD11a. Differently from CD28(+) T cells, the increased PD1 levels in the tumor were associated with reduced functionality in PD1(+)CD28(−) T cells. CD11a(high), although expressed only in a small fraction of this subset, still sustained its functionality. Absence of TIGIT, TIM-3 and CTLA-4, alone or combined, was beneficial to CD28(−) T cells. Notably, we observed distinct T(RM) phenotypes in the different districts, with CD28(+) T cells more capable of producing TGFβ in the periphery, potentially contributing to elevated CD103 levels. In contrast CD28(−) T(RM) mainly produced CXCL13 within the tumor. ScRNA-seq revealed 5 different clusters for each of the two subsets, with distinctive transcriptional profiles in the three districts. By interrogating the TCGA dataset of patients with lung adenocarcinoma (LUAD) and metastatic NSCLC treated with atezolizumab, we found signatures of heterogeneous T(RM) and "pre-exhausted" long-lived effector memory CD8(+) T cells associated with improved response to ICB only in the presence of CD28. CONCLUSIONS: Our findings identify signatures able to stratify survival of LUAD patients and predict ICB response in advanced NSCLC. CD28 is advocated as a key determinant in the signatures identified, in both periphery and tumor site, thus likely providing feasible biomarkers of ICB response. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-023-02846-3. BioMed Central 2023-10-28 /pmc/articles/PMC10612243/ /pubmed/37898752 http://dx.doi.org/10.1186/s13046-023-02846-3 Text en © The Author(s) 2023 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Palermo, Belinda Franzese, Ornella Frisullo, Giuseppe D’Ambrosio, Lorenzo Panetta, Mariangela Campo, Giulia D’Andrea, Daniel Sperduti, Isabella De Nicola, Francesca Goeman, Frauke Gallina, Filippo Visca, Paolo Facciolo, Francesco Nisticò, Paola CD28/PD1 co-expression: dual impact on CD8(+) T cells in peripheral blood and tumor tissue, and its significance in NSCLC patients' survival and ICB response |
title | CD28/PD1 co-expression: dual impact on CD8(+) T cells in peripheral blood and tumor tissue, and its significance in NSCLC patients' survival and ICB response |
title_full | CD28/PD1 co-expression: dual impact on CD8(+) T cells in peripheral blood and tumor tissue, and its significance in NSCLC patients' survival and ICB response |
title_fullStr | CD28/PD1 co-expression: dual impact on CD8(+) T cells in peripheral blood and tumor tissue, and its significance in NSCLC patients' survival and ICB response |
title_full_unstemmed | CD28/PD1 co-expression: dual impact on CD8(+) T cells in peripheral blood and tumor tissue, and its significance in NSCLC patients' survival and ICB response |
title_short | CD28/PD1 co-expression: dual impact on CD8(+) T cells in peripheral blood and tumor tissue, and its significance in NSCLC patients' survival and ICB response |
title_sort | cd28/pd1 co-expression: dual impact on cd8(+) t cells in peripheral blood and tumor tissue, and its significance in nsclc patients' survival and icb response |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10612243/ https://www.ncbi.nlm.nih.gov/pubmed/37898752 http://dx.doi.org/10.1186/s13046-023-02846-3 |
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