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Single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor PD-L1 on responding TCR-T cells

Rationale: TCR-T cell therapy plays a critical role in the treatment of malignant cancers. However, it is unclear how TCR-T cells are affected by PD-L1 molecule in the tumor environment. We performed an in-depth evaluation on how differential expressions of tumor PD-L1 can affect the functionality o...

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Autores principales: Ding, Renpeng, Liu, Shang, Wang, Shanshan, Chen, Huanyi, Wang, Fei, Xu, Qumiao, Zhu, Linnan, Dong, Xuan, Gu, Ying, Zhang, Xiuqing, Chao, Cheng-Chi, Gao, Qianqian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7978322/
https://www.ncbi.nlm.nih.gov/pubmed/33754038
http://dx.doi.org/10.7150/thno.55075
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author Ding, Renpeng
Liu, Shang
Wang, Shanshan
Chen, Huanyi
Wang, Fei
Xu, Qumiao
Zhu, Linnan
Dong, Xuan
Gu, Ying
Zhang, Xiuqing
Chao, Cheng-Chi
Gao, Qianqian
author_facet Ding, Renpeng
Liu, Shang
Wang, Shanshan
Chen, Huanyi
Wang, Fei
Xu, Qumiao
Zhu, Linnan
Dong, Xuan
Gu, Ying
Zhang, Xiuqing
Chao, Cheng-Chi
Gao, Qianqian
author_sort Ding, Renpeng
collection PubMed
description Rationale: TCR-T cell therapy plays a critical role in the treatment of malignant cancers. However, it is unclear how TCR-T cells are affected by PD-L1 molecule in the tumor environment. We performed an in-depth evaluation on how differential expressions of tumor PD-L1 can affect the functionality of T cells. Methods: We used MART-1-specific TCR-T cells (TCR-T(MART-1)), stimulated with MART-1(27-35) peptide-loaded MEL-526 tumor cells, expressing different proportions of PD-L1, to perform cellular assays and high-throughput single-cell RNA sequencing. Results: Different clusters of activated or cytotoxic TCR-T(MART-1) responded divergently when stimulated with tumor cells expressing different percentages of PD-L1 expression. Compared to control T cells, TCR-T(MART-1) were more sensitive to exhaustion, and secreted not only pro-inflammatory cytokines but also anti-inflammatory cytokines with increasing proportions of PD-L1(+) tumor cells. The gene profiles of chemokines were modified by increased expression of tumor PD-L1, which concurrently downregulated pro-inflammatory and anti-inflammatory transcription factors. Furthermore, increased expression of tumor PD-L1 showed distinct effects on different inhibitory checkpoint molecules (ICMs). In addition, there was a limited correlation between the enrichment of cell death signaling in tumor cells and T cells and increased tumor PD-L1 expression. Conclusion: Overall, though the effector functionality of TCR-T cells was suppressed by increased expression percentages of tumor PD-L1 in vitro, scRNA-seq profiles revealed that both the anti-inflammatory and pro-inflammatory responses were triggered by a higher expression of tumor PD-L1. This suggests that the sole blockade of tumor PD-L1 might inhibit not only the anti-inflammatory response but also the pro-inflammatory response in the complicated tumor microenvironment. Thus, the outcome of PD-L1 intervention may depend on the final balance among the highly dynamic and heterogeneous immune regulatory circuits.
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spelling pubmed-79783222021-03-21 Single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor PD-L1 on responding TCR-T cells Ding, Renpeng Liu, Shang Wang, Shanshan Chen, Huanyi Wang, Fei Xu, Qumiao Zhu, Linnan Dong, Xuan Gu, Ying Zhang, Xiuqing Chao, Cheng-Chi Gao, Qianqian Theranostics Research Paper Rationale: TCR-T cell therapy plays a critical role in the treatment of malignant cancers. However, it is unclear how TCR-T cells are affected by PD-L1 molecule in the tumor environment. We performed an in-depth evaluation on how differential expressions of tumor PD-L1 can affect the functionality of T cells. Methods: We used MART-1-specific TCR-T cells (TCR-T(MART-1)), stimulated with MART-1(27-35) peptide-loaded MEL-526 tumor cells, expressing different proportions of PD-L1, to perform cellular assays and high-throughput single-cell RNA sequencing. Results: Different clusters of activated or cytotoxic TCR-T(MART-1) responded divergently when stimulated with tumor cells expressing different percentages of PD-L1 expression. Compared to control T cells, TCR-T(MART-1) were more sensitive to exhaustion, and secreted not only pro-inflammatory cytokines but also anti-inflammatory cytokines with increasing proportions of PD-L1(+) tumor cells. The gene profiles of chemokines were modified by increased expression of tumor PD-L1, which concurrently downregulated pro-inflammatory and anti-inflammatory transcription factors. Furthermore, increased expression of tumor PD-L1 showed distinct effects on different inhibitory checkpoint molecules (ICMs). In addition, there was a limited correlation between the enrichment of cell death signaling in tumor cells and T cells and increased tumor PD-L1 expression. Conclusion: Overall, though the effector functionality of TCR-T cells was suppressed by increased expression percentages of tumor PD-L1 in vitro, scRNA-seq profiles revealed that both the anti-inflammatory and pro-inflammatory responses were triggered by a higher expression of tumor PD-L1. This suggests that the sole blockade of tumor PD-L1 might inhibit not only the anti-inflammatory response but also the pro-inflammatory response in the complicated tumor microenvironment. Thus, the outcome of PD-L1 intervention may depend on the final balance among the highly dynamic and heterogeneous immune regulatory circuits. Ivyspring International Publisher 2021-03-05 /pmc/articles/PMC7978322/ /pubmed/33754038 http://dx.doi.org/10.7150/thno.55075 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Ding, Renpeng
Liu, Shang
Wang, Shanshan
Chen, Huanyi
Wang, Fei
Xu, Qumiao
Zhu, Linnan
Dong, Xuan
Gu, Ying
Zhang, Xiuqing
Chao, Cheng-Chi
Gao, Qianqian
Single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor PD-L1 on responding TCR-T cells
title Single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor PD-L1 on responding TCR-T cells
title_full Single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor PD-L1 on responding TCR-T cells
title_fullStr Single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor PD-L1 on responding TCR-T cells
title_full_unstemmed Single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor PD-L1 on responding TCR-T cells
title_short Single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor PD-L1 on responding TCR-T cells
title_sort single-cell transcriptome analysis of the heterogeneous effects of differential expression of tumor pd-l1 on responding tcr-t cells
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7978322/
https://www.ncbi.nlm.nih.gov/pubmed/33754038
http://dx.doi.org/10.7150/thno.55075
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