Cargando…
Longitudinal multi-functional analysis identified responses of T cells, B cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma
PURPOSE: Merkel cell carcinoma (MCC) is a neuroendocrine carcinoma originating in the skin. Studies are needed to determine the mechanisms of immune escape in patients with MCC, and malignant cell conditions that promote immune evasion. METHODS: We used Single-cell RNA sequencing (scRNA-seq) to dete...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10659156/ https://www.ncbi.nlm.nih.gov/pubmed/37983224 http://dx.doi.org/10.1371/journal.pone.0293922 |
_version_ | 1785148286136483840 |
---|---|
author | Tao, Quyuan Du, Jia-xin Zhang, Shijing Lin, Wenjia Luo, Yongxin Liu, Ying Zeng, Jingyan Chen, Xin-lin |
author_facet | Tao, Quyuan Du, Jia-xin Zhang, Shijing Lin, Wenjia Luo, Yongxin Liu, Ying Zeng, Jingyan Chen, Xin-lin |
author_sort | Tao, Quyuan |
collection | PubMed |
description | PURPOSE: Merkel cell carcinoma (MCC) is a neuroendocrine carcinoma originating in the skin. Studies are needed to determine the mechanisms of immune escape in patients with MCC, and malignant cell conditions that promote immune evasion. METHODS: We used Single-cell RNA sequencing (scRNA-seq) to determine cellular features associated with MCC disease trajectory. A longitudinal multi-omics study was performed using scRNA-seq data of peripheral blood harvested from four-time points. Six major cell types and fifteen cell subgroups were identified and confirmed their presence by expression of characteristic markers. The expression patterns and specific changes of different cells at different time points were investigated. Subsequently, bulk RNA data was used to validate key findings. RESULTS: The dynamic characteristics of the cells were identified during the critical period between benign improvement and acquisition of resistance. Combined with the results of the validation cohort, the resistance program expressed in the relapse stage is mainly associated with T cell exhaustion and immune cell crosstalk disorder. Coinciding with immune escape, we also identified a decrease non-classical monocytes and an expansion of classical monocytes with features of high inflammation and immune deficiency. CONCLUSION: Changes in cellular status, such as depletion of T cells and dysregulation of B cell proliferation and differentiation, may lead to drug resistance in MCC patients. Meanwhile, the widespread decreased antigen presentation ability and immune disorders caused by deletion of MHC class II gene expression should not be ignored. |
format | Online Article Text |
id | pubmed-10659156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-106591562023-11-20 Longitudinal multi-functional analysis identified responses of T cells, B cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma Tao, Quyuan Du, Jia-xin Zhang, Shijing Lin, Wenjia Luo, Yongxin Liu, Ying Zeng, Jingyan Chen, Xin-lin PLoS One Research Article PURPOSE: Merkel cell carcinoma (MCC) is a neuroendocrine carcinoma originating in the skin. Studies are needed to determine the mechanisms of immune escape in patients with MCC, and malignant cell conditions that promote immune evasion. METHODS: We used Single-cell RNA sequencing (scRNA-seq) to determine cellular features associated with MCC disease trajectory. A longitudinal multi-omics study was performed using scRNA-seq data of peripheral blood harvested from four-time points. Six major cell types and fifteen cell subgroups were identified and confirmed their presence by expression of characteristic markers. The expression patterns and specific changes of different cells at different time points were investigated. Subsequently, bulk RNA data was used to validate key findings. RESULTS: The dynamic characteristics of the cells were identified during the critical period between benign improvement and acquisition of resistance. Combined with the results of the validation cohort, the resistance program expressed in the relapse stage is mainly associated with T cell exhaustion and immune cell crosstalk disorder. Coinciding with immune escape, we also identified a decrease non-classical monocytes and an expansion of classical monocytes with features of high inflammation and immune deficiency. CONCLUSION: Changes in cellular status, such as depletion of T cells and dysregulation of B cell proliferation and differentiation, may lead to drug resistance in MCC patients. Meanwhile, the widespread decreased antigen presentation ability and immune disorders caused by deletion of MHC class II gene expression should not be ignored. Public Library of Science 2023-11-20 /pmc/articles/PMC10659156/ /pubmed/37983224 http://dx.doi.org/10.1371/journal.pone.0293922 Text en © 2023 Tao et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Tao, Quyuan Du, Jia-xin Zhang, Shijing Lin, Wenjia Luo, Yongxin Liu, Ying Zeng, Jingyan Chen, Xin-lin Longitudinal multi-functional analysis identified responses of T cells, B cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma |
title | Longitudinal multi-functional analysis identified responses of T cells, B cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma |
title_full | Longitudinal multi-functional analysis identified responses of T cells, B cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma |
title_fullStr | Longitudinal multi-functional analysis identified responses of T cells, B cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma |
title_full_unstemmed | Longitudinal multi-functional analysis identified responses of T cells, B cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma |
title_short | Longitudinal multi-functional analysis identified responses of T cells, B cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma |
title_sort | longitudinal multi-functional analysis identified responses of t cells, b cells, and monocytes as hallmarks of immunotherapy tolerance in patients with merkel cell carcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10659156/ https://www.ncbi.nlm.nih.gov/pubmed/37983224 http://dx.doi.org/10.1371/journal.pone.0293922 |
work_keys_str_mv | AT taoquyuan longitudinalmultifunctionalanalysisidentifiedresponsesoftcellsbcellsandmonocytesashallmarksofimmunotherapytoleranceinpatientswithmerkelcellcarcinoma AT dujiaxin longitudinalmultifunctionalanalysisidentifiedresponsesoftcellsbcellsandmonocytesashallmarksofimmunotherapytoleranceinpatientswithmerkelcellcarcinoma AT zhangshijing longitudinalmultifunctionalanalysisidentifiedresponsesoftcellsbcellsandmonocytesashallmarksofimmunotherapytoleranceinpatientswithmerkelcellcarcinoma AT linwenjia longitudinalmultifunctionalanalysisidentifiedresponsesoftcellsbcellsandmonocytesashallmarksofimmunotherapytoleranceinpatientswithmerkelcellcarcinoma AT luoyongxin longitudinalmultifunctionalanalysisidentifiedresponsesoftcellsbcellsandmonocytesashallmarksofimmunotherapytoleranceinpatientswithmerkelcellcarcinoma AT liuying longitudinalmultifunctionalanalysisidentifiedresponsesoftcellsbcellsandmonocytesashallmarksofimmunotherapytoleranceinpatientswithmerkelcellcarcinoma AT zengjingyan longitudinalmultifunctionalanalysisidentifiedresponsesoftcellsbcellsandmonocytesashallmarksofimmunotherapytoleranceinpatientswithmerkelcellcarcinoma AT chenxinlin longitudinalmultifunctionalanalysisidentifiedresponsesoftcellsbcellsandmonocytesashallmarksofimmunotherapytoleranceinpatientswithmerkelcellcarcinoma |