Cargando…
Investigating the Heterogeneity of Immune Cells in Triple-Negative Breast Cancer at the Single-Cell Level before and after Paclitaxel Chemotherapy
Despite the numerous treatments for triple-negative breast cancer (TNBC), chemotherapy is still one of the most effective methods. However, the impact of chemotherapy on immune cells is not yet clear. Therefore, this study aims to explore the different roles of immune cells and their relationship wi...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10532302/ https://www.ncbi.nlm.nih.gov/pubmed/37762493 http://dx.doi.org/10.3390/ijms241814188 |
_version_ | 1785111926606397440 |
---|---|
author | Zhao, Heng Lin, Zhang Zhang, Yangfan Liu, Jingjing Chen, Qi |
author_facet | Zhao, Heng Lin, Zhang Zhang, Yangfan Liu, Jingjing Chen, Qi |
author_sort | Zhao, Heng |
collection | PubMed |
description | Despite the numerous treatments for triple-negative breast cancer (TNBC), chemotherapy is still one of the most effective methods. However, the impact of chemotherapy on immune cells is not yet clear. Therefore, this study aims to explore the different roles of immune cells and their relationship with treatment outcomes in the tumor and blood before and after paclitaxel therapy. We analyzed the single-cell sequencing data of immune cells in tumors and blood before and after paclitaxel treatment. We confirmed a high correlation between T cells, innate lymphoid cells (ILCs), and therapeutic efficacy. The differences in T cells were analyzed related to therapeutic outcomes before and after paclitaxel treatment. In the effective treatment group, post-treatment tumor-infiltrating CD8(+) T cells were associated with elevated inflammation, cytokines, and Toll-like-receptor-related gene expression, which were expected to enhance anti-tumor capabilities in tumor immune cells. Moreover, we found that the expression of immune-checkpoint-related genes is also correlated with treatment outcomes. In addition, an ILC subgroup, b_ILC1-XCL1, in which the corresponding marker gene XCL1 was highly expressed, was mainly present in the effective treatment group and was also associated with higher patient survival rates. Overall, we found differences in gene expression in T cells across different groups and a correlation between the expression of immune checkpoint genes in T cells, the b_ILC1-XCL1 subgroup, and patient prognosis. |
format | Online Article Text |
id | pubmed-10532302 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105323022023-09-28 Investigating the Heterogeneity of Immune Cells in Triple-Negative Breast Cancer at the Single-Cell Level before and after Paclitaxel Chemotherapy Zhao, Heng Lin, Zhang Zhang, Yangfan Liu, Jingjing Chen, Qi Int J Mol Sci Article Despite the numerous treatments for triple-negative breast cancer (TNBC), chemotherapy is still one of the most effective methods. However, the impact of chemotherapy on immune cells is not yet clear. Therefore, this study aims to explore the different roles of immune cells and their relationship with treatment outcomes in the tumor and blood before and after paclitaxel therapy. We analyzed the single-cell sequencing data of immune cells in tumors and blood before and after paclitaxel treatment. We confirmed a high correlation between T cells, innate lymphoid cells (ILCs), and therapeutic efficacy. The differences in T cells were analyzed related to therapeutic outcomes before and after paclitaxel treatment. In the effective treatment group, post-treatment tumor-infiltrating CD8(+) T cells were associated with elevated inflammation, cytokines, and Toll-like-receptor-related gene expression, which were expected to enhance anti-tumor capabilities in tumor immune cells. Moreover, we found that the expression of immune-checkpoint-related genes is also correlated with treatment outcomes. In addition, an ILC subgroup, b_ILC1-XCL1, in which the corresponding marker gene XCL1 was highly expressed, was mainly present in the effective treatment group and was also associated with higher patient survival rates. Overall, we found differences in gene expression in T cells across different groups and a correlation between the expression of immune checkpoint genes in T cells, the b_ILC1-XCL1 subgroup, and patient prognosis. MDPI 2023-09-16 /pmc/articles/PMC10532302/ /pubmed/37762493 http://dx.doi.org/10.3390/ijms241814188 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhao, Heng Lin, Zhang Zhang, Yangfan Liu, Jingjing Chen, Qi Investigating the Heterogeneity of Immune Cells in Triple-Negative Breast Cancer at the Single-Cell Level before and after Paclitaxel Chemotherapy |
title | Investigating the Heterogeneity of Immune Cells in Triple-Negative Breast Cancer at the Single-Cell Level before and after Paclitaxel Chemotherapy |
title_full | Investigating the Heterogeneity of Immune Cells in Triple-Negative Breast Cancer at the Single-Cell Level before and after Paclitaxel Chemotherapy |
title_fullStr | Investigating the Heterogeneity of Immune Cells in Triple-Negative Breast Cancer at the Single-Cell Level before and after Paclitaxel Chemotherapy |
title_full_unstemmed | Investigating the Heterogeneity of Immune Cells in Triple-Negative Breast Cancer at the Single-Cell Level before and after Paclitaxel Chemotherapy |
title_short | Investigating the Heterogeneity of Immune Cells in Triple-Negative Breast Cancer at the Single-Cell Level before and after Paclitaxel Chemotherapy |
title_sort | investigating the heterogeneity of immune cells in triple-negative breast cancer at the single-cell level before and after paclitaxel chemotherapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10532302/ https://www.ncbi.nlm.nih.gov/pubmed/37762493 http://dx.doi.org/10.3390/ijms241814188 |
work_keys_str_mv | AT zhaoheng investigatingtheheterogeneityofimmunecellsintriplenegativebreastcanceratthesinglecelllevelbeforeandafterpaclitaxelchemotherapy AT linzhang investigatingtheheterogeneityofimmunecellsintriplenegativebreastcanceratthesinglecelllevelbeforeandafterpaclitaxelchemotherapy AT zhangyangfan investigatingtheheterogeneityofimmunecellsintriplenegativebreastcanceratthesinglecelllevelbeforeandafterpaclitaxelchemotherapy AT liujingjing investigatingtheheterogeneityofimmunecellsintriplenegativebreastcanceratthesinglecelllevelbeforeandafterpaclitaxelchemotherapy AT chenqi investigatingtheheterogeneityofimmunecellsintriplenegativebreastcanceratthesinglecelllevelbeforeandafterpaclitaxelchemotherapy |