Cargando…

Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study

Cancer stem cells (CSCs) represent a subset of tumor cells that are responsible for recurrence and metastasis of tumors. These cells are resistant to radiotherapy and chemotherapy. Immunotherapeutic strategies that target CSCs specifically have provided initial results; however, the mechanism of act...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Linbang, Liu, Wei, Liu, Jingkun, Wang, Yuanyuan, Tai, Jiaojiao, Yin, Xuedong, Tan, Jinxiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7945036/
https://www.ncbi.nlm.nih.gov/pubmed/33718103
http://dx.doi.org/10.3389/fonc.2020.554138
_version_ 1783662785129873408
author Wang, Linbang
Liu, Wei
Liu, Jingkun
Wang, Yuanyuan
Tai, Jiaojiao
Yin, Xuedong
Tan, Jinxiang
author_facet Wang, Linbang
Liu, Wei
Liu, Jingkun
Wang, Yuanyuan
Tai, Jiaojiao
Yin, Xuedong
Tan, Jinxiang
author_sort Wang, Linbang
collection PubMed
description Cancer stem cells (CSCs) represent a subset of tumor cells that are responsible for recurrence and metastasis of tumors. These cells are resistant to radiotherapy and chemotherapy. Immunotherapeutic strategies that target CSCs specifically have provided initial results; however, the mechanism of action of these strategies is unclear. The data were requested from The Cancer Genome Atlas and Genotype-Tissue Expression, followed with the survival analysis and weighted gene co-expression network analysis to detect survival and stemness related genes. Patients were divided into three groups based on their immune status by applying single sample GSEA (ssGSEA) with proven dependability by ESTIMATE analysis. The filtered key genes were analyzed using oncomine, GEPIA, HPA, qRT-PCR, and functional analysis. Patients in a group with a higher stemness and a lower immune infiltration showed a worse overall survival probability, stemness and immune infiltration characteristics of breast cancer progressed in a non-linear fashion. Thirteen key genes related to stemness and immunity were identified and the functional analysis indicated their crucial roles in cell proliferation and immune escape strategies. The qRT-PCR results showed that the expression of PIMREG and MTFR2 differed in different stages of patients. Our study revealed a promising potential for CSC-target immunotherapy in the early stage of cancer and a probable value for PIMREG and MTFR2 as biomarkers and targets for immunotherapy.
format Online
Article
Text
id pubmed-7945036
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-79450362021-03-11 Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study Wang, Linbang Liu, Wei Liu, Jingkun Wang, Yuanyuan Tai, Jiaojiao Yin, Xuedong Tan, Jinxiang Front Oncol Oncology Cancer stem cells (CSCs) represent a subset of tumor cells that are responsible for recurrence and metastasis of tumors. These cells are resistant to radiotherapy and chemotherapy. Immunotherapeutic strategies that target CSCs specifically have provided initial results; however, the mechanism of action of these strategies is unclear. The data were requested from The Cancer Genome Atlas and Genotype-Tissue Expression, followed with the survival analysis and weighted gene co-expression network analysis to detect survival and stemness related genes. Patients were divided into three groups based on their immune status by applying single sample GSEA (ssGSEA) with proven dependability by ESTIMATE analysis. The filtered key genes were analyzed using oncomine, GEPIA, HPA, qRT-PCR, and functional analysis. Patients in a group with a higher stemness and a lower immune infiltration showed a worse overall survival probability, stemness and immune infiltration characteristics of breast cancer progressed in a non-linear fashion. Thirteen key genes related to stemness and immunity were identified and the functional analysis indicated their crucial roles in cell proliferation and immune escape strategies. The qRT-PCR results showed that the expression of PIMREG and MTFR2 differed in different stages of patients. Our study revealed a promising potential for CSC-target immunotherapy in the early stage of cancer and a probable value for PIMREG and MTFR2 as biomarkers and targets for immunotherapy. Frontiers Media S.A. 2021-02-24 /pmc/articles/PMC7945036/ /pubmed/33718103 http://dx.doi.org/10.3389/fonc.2020.554138 Text en Copyright © 2021 Wang, Liu, Liu, Wang, Tai, Yin and Tan http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Wang, Linbang
Liu, Wei
Liu, Jingkun
Wang, Yuanyuan
Tai, Jiaojiao
Yin, Xuedong
Tan, Jinxiang
Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study
title Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study
title_full Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study
title_fullStr Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study
title_full_unstemmed Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study
title_short Identification of Immune-Related Therapeutically Relevant Biomarkers in Breast Cancer and Breast Cancer Stem Cells by Transcriptome-Wide Analysis: A Clinical Prospective Study
title_sort identification of immune-related therapeutically relevant biomarkers in breast cancer and breast cancer stem cells by transcriptome-wide analysis: a clinical prospective study
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7945036/
https://www.ncbi.nlm.nih.gov/pubmed/33718103
http://dx.doi.org/10.3389/fonc.2020.554138
work_keys_str_mv AT wanglinbang identificationofimmunerelatedtherapeuticallyrelevantbiomarkersinbreastcancerandbreastcancerstemcellsbytranscriptomewideanalysisaclinicalprospectivestudy
AT liuwei identificationofimmunerelatedtherapeuticallyrelevantbiomarkersinbreastcancerandbreastcancerstemcellsbytranscriptomewideanalysisaclinicalprospectivestudy
AT liujingkun identificationofimmunerelatedtherapeuticallyrelevantbiomarkersinbreastcancerandbreastcancerstemcellsbytranscriptomewideanalysisaclinicalprospectivestudy
AT wangyuanyuan identificationofimmunerelatedtherapeuticallyrelevantbiomarkersinbreastcancerandbreastcancerstemcellsbytranscriptomewideanalysisaclinicalprospectivestudy
AT taijiaojiao identificationofimmunerelatedtherapeuticallyrelevantbiomarkersinbreastcancerandbreastcancerstemcellsbytranscriptomewideanalysisaclinicalprospectivestudy
AT yinxuedong identificationofimmunerelatedtherapeuticallyrelevantbiomarkersinbreastcancerandbreastcancerstemcellsbytranscriptomewideanalysisaclinicalprospectivestudy
AT tanjinxiang identificationofimmunerelatedtherapeuticallyrelevantbiomarkersinbreastcancerandbreastcancerstemcellsbytranscriptomewideanalysisaclinicalprospectivestudy