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Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment
BACKGROUND: The anti-tumor activity of anti-PD-1/PD-L1 therapies correlates with T cell infiltration in tumors. Thus, a major goal in oncology is to find strategies that enhance T cell infiltration and efficacy of anti-PD-1/PD-L1 therapy. TGF-β has been shown to contribute to T cell exclusion, and a...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8147417/ https://www.ncbi.nlm.nih.gov/pubmed/34030676 http://dx.doi.org/10.1186/s12915-021-01034-z |
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author | Lim, Yoong Wearn Coles, Garry L. Sandhu, Savreet K. Johnson, David S. Adler, Adam S. Stone, Erica L. |
author_facet | Lim, Yoong Wearn Coles, Garry L. Sandhu, Savreet K. Johnson, David S. Adler, Adam S. Stone, Erica L. |
author_sort | Lim, Yoong Wearn |
collection | PubMed |
description | BACKGROUND: The anti-tumor activity of anti-PD-1/PD-L1 therapies correlates with T cell infiltration in tumors. Thus, a major goal in oncology is to find strategies that enhance T cell infiltration and efficacy of anti-PD-1/PD-L1 therapy. TGF-β has been shown to contribute to T cell exclusion, and anti-TGF-β improves anti-PD-L1 efficacy in vivo. However, TGF-β inhibition has frequently been shown to induce toxicity in the clinic, and the clinical efficacy of combination PD-L1 and TGF-β blockade has not yet been proven. To identify strategies to overcome resistance to PD-L1 blockade, the transcriptional programs associated with PD-L1 and/or TGF-β blockade in the tumor microenvironment should be further elucidated. RESULTS: We used single-cell RNA sequencing in a mouse model to characterize the transcriptomic effects of PD-L1 and/or TGF-β blockade on nearly 30,000 single cells in the tumor and surrounding microenvironment. Combination treatment led to upregulation of immune response genes, including multiple chemokine genes such as CCL5, in macrophages, and downregulation of extracellular matrix genes in fibroblasts. Analysis of publicly available tumor transcriptome profiles showed that the chemokine CCL5 was strongly associated with immune cell infiltration in various human cancers. Further investigation with in vivo models showed that intratumorally administered CCL5 enhanced cytotoxic lymphocytes and the anti-tumor activity of anti-PD-L1. CONCLUSIONS: Taken together, our data could be leveraged translationally to complement or find alternatives to anti-PD-L1 plus anti-TGF-β combination therapy, for example through companion biomarkers, and/or to identify novel targets that could be modulated to overcome resistance. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12915-021-01034-z. |
format | Online Article Text |
id | pubmed-8147417 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81474172021-05-26 Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment Lim, Yoong Wearn Coles, Garry L. Sandhu, Savreet K. Johnson, David S. Adler, Adam S. Stone, Erica L. BMC Biol Research Article BACKGROUND: The anti-tumor activity of anti-PD-1/PD-L1 therapies correlates with T cell infiltration in tumors. Thus, a major goal in oncology is to find strategies that enhance T cell infiltration and efficacy of anti-PD-1/PD-L1 therapy. TGF-β has been shown to contribute to T cell exclusion, and anti-TGF-β improves anti-PD-L1 efficacy in vivo. However, TGF-β inhibition has frequently been shown to induce toxicity in the clinic, and the clinical efficacy of combination PD-L1 and TGF-β blockade has not yet been proven. To identify strategies to overcome resistance to PD-L1 blockade, the transcriptional programs associated with PD-L1 and/or TGF-β blockade in the tumor microenvironment should be further elucidated. RESULTS: We used single-cell RNA sequencing in a mouse model to characterize the transcriptomic effects of PD-L1 and/or TGF-β blockade on nearly 30,000 single cells in the tumor and surrounding microenvironment. Combination treatment led to upregulation of immune response genes, including multiple chemokine genes such as CCL5, in macrophages, and downregulation of extracellular matrix genes in fibroblasts. Analysis of publicly available tumor transcriptome profiles showed that the chemokine CCL5 was strongly associated with immune cell infiltration in various human cancers. Further investigation with in vivo models showed that intratumorally administered CCL5 enhanced cytotoxic lymphocytes and the anti-tumor activity of anti-PD-L1. CONCLUSIONS: Taken together, our data could be leveraged translationally to complement or find alternatives to anti-PD-L1 plus anti-TGF-β combination therapy, for example through companion biomarkers, and/or to identify novel targets that could be modulated to overcome resistance. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12915-021-01034-z. BioMed Central 2021-05-25 /pmc/articles/PMC8147417/ /pubmed/34030676 http://dx.doi.org/10.1186/s12915-021-01034-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Article Lim, Yoong Wearn Coles, Garry L. Sandhu, Savreet K. Johnson, David S. Adler, Adam S. Stone, Erica L. Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment |
title | Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment |
title_full | Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment |
title_fullStr | Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment |
title_full_unstemmed | Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment |
title_short | Single-cell transcriptomics reveals the effect of PD-L1/TGF-β blockade on the tumor microenvironment |
title_sort | single-cell transcriptomics reveals the effect of pd-l1/tgf-β blockade on the tumor microenvironment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8147417/ https://www.ncbi.nlm.nih.gov/pubmed/34030676 http://dx.doi.org/10.1186/s12915-021-01034-z |
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