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Identification of CCNB2 as A Potential Non-Invasive Breast Cancer Biomarker in Peripheral Blood Mononuclear Cells Using The Systems Biology Approach
OBJECTIVE: Breast cancer (BC) still remains an imperative clinical issue, despite advances in the diagnosis, prognosis and treatment modalities of this malignancy. Hence, progress has been made to identify non-invasive, high sensitive and specific biomarkers. Since immune system affects development...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Royan Institute
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405074/ https://www.ncbi.nlm.nih.gov/pubmed/34455715 http://dx.doi.org/10.22074/cellj.2021.7053 |
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author | Moradpoor, Raheleh Zali, Hakimeh Gharebaghian, Ahmad Akbari, Mohammad Esmaeil Ajdari, Soheila Salimi, Mona |
author_facet | Moradpoor, Raheleh Zali, Hakimeh Gharebaghian, Ahmad Akbari, Mohammad Esmaeil Ajdari, Soheila Salimi, Mona |
author_sort | Moradpoor, Raheleh |
collection | PubMed |
description | OBJECTIVE: Breast cancer (BC) still remains an imperative clinical issue, despite advances in the diagnosis, prognosis and treatment modalities of this malignancy. Hence, progress has been made to identify non-invasive, high sensitive and specific biomarkers. Since immune system affects development of breast cancer, peripheral blood mononuclear cells (PBMCs) -a subpopulation of immune cells- can be considered as a promising tool in the field of BC biomarker research. In the current study, we initially attempted to use concept of the present shared biomarkers in solid tumors and systemic immune profile and then evaluate correlation of these biomarkers to clinical use in cancer research. MATERIALS AND METHODS: In this experimental study, available microarray gene expression datasets of BC as well as the related PBMCs were retrieved and downloaded from the Gene Expression Omnibus (GEO) database, followed by analysis using GEO2R along with affylmGUI, a R-based package, to obtain differentially expressed genes (DEGs). Signature genes from 20 types of cancer were also applied to validate DEGs. Quantitative reverse-transcription polymerase chain reaction (qRT-PCR) was carried out to assess mRNA level of CCNB2 in PBMC of the BC patients and healthy subjects. RESULTS: DEGs analysis for the transcription profile of BC cells and PBMCs showed two shared targets, CCNB2 and PGK1. Validation with systems biology using reweighted 20 types of cancer signature genes revealed that CCNB2 is the only common target in BC and its related PBMCs, which was further validated by qRT-PCR implying a significant increase in the level of CCNB2 in the BC patients. CONCLUSION: Results of this study demonstrated that PBMCs are affected by BC cells and CCNB2 may be of value as a diagnostic biomarker for breast cancer. However, verification would require future detailed experimental plans. |
format | Online Article Text |
id | pubmed-8405074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Royan Institute |
record_format | MEDLINE/PubMed |
spelling | pubmed-84050742021-09-04 Identification of CCNB2 as A Potential Non-Invasive Breast Cancer Biomarker in Peripheral Blood Mononuclear Cells Using The Systems Biology Approach Moradpoor, Raheleh Zali, Hakimeh Gharebaghian, Ahmad Akbari, Mohammad Esmaeil Ajdari, Soheila Salimi, Mona Cell J Original Article OBJECTIVE: Breast cancer (BC) still remains an imperative clinical issue, despite advances in the diagnosis, prognosis and treatment modalities of this malignancy. Hence, progress has been made to identify non-invasive, high sensitive and specific biomarkers. Since immune system affects development of breast cancer, peripheral blood mononuclear cells (PBMCs) -a subpopulation of immune cells- can be considered as a promising tool in the field of BC biomarker research. In the current study, we initially attempted to use concept of the present shared biomarkers in solid tumors and systemic immune profile and then evaluate correlation of these biomarkers to clinical use in cancer research. MATERIALS AND METHODS: In this experimental study, available microarray gene expression datasets of BC as well as the related PBMCs were retrieved and downloaded from the Gene Expression Omnibus (GEO) database, followed by analysis using GEO2R along with affylmGUI, a R-based package, to obtain differentially expressed genes (DEGs). Signature genes from 20 types of cancer were also applied to validate DEGs. Quantitative reverse-transcription polymerase chain reaction (qRT-PCR) was carried out to assess mRNA level of CCNB2 in PBMC of the BC patients and healthy subjects. RESULTS: DEGs analysis for the transcription profile of BC cells and PBMCs showed two shared targets, CCNB2 and PGK1. Validation with systems biology using reweighted 20 types of cancer signature genes revealed that CCNB2 is the only common target in BC and its related PBMCs, which was further validated by qRT-PCR implying a significant increase in the level of CCNB2 in the BC patients. CONCLUSION: Results of this study demonstrated that PBMCs are affected by BC cells and CCNB2 may be of value as a diagnostic biomarker for breast cancer. However, verification would require future detailed experimental plans. Royan Institute 2021-09 2021-08-29 /pmc/articles/PMC8405074/ /pubmed/34455715 http://dx.doi.org/10.22074/cellj.2021.7053 Text en The Cell Journal (Yakhteh) is an open access journal which means the articles are freely available online for any individual author to download and use the providing address. The journal is licensed under a Creative Commons Attribution-Non Commercial 3.0 Unported License which allows the author(s) to hold the copyright without restrictions that is permitting unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited. https://creativecommons.org/licenses/by/3.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Moradpoor, Raheleh Zali, Hakimeh Gharebaghian, Ahmad Akbari, Mohammad Esmaeil Ajdari, Soheila Salimi, Mona Identification of CCNB2 as A Potential Non-Invasive Breast Cancer Biomarker in Peripheral Blood Mononuclear Cells Using The Systems Biology Approach |
title | Identification of CCNB2 as A Potential Non-Invasive Breast Cancer
Biomarker in Peripheral Blood Mononuclear Cells Using The
Systems Biology Approach |
title_full | Identification of CCNB2 as A Potential Non-Invasive Breast Cancer
Biomarker in Peripheral Blood Mononuclear Cells Using The
Systems Biology Approach |
title_fullStr | Identification of CCNB2 as A Potential Non-Invasive Breast Cancer
Biomarker in Peripheral Blood Mononuclear Cells Using The
Systems Biology Approach |
title_full_unstemmed | Identification of CCNB2 as A Potential Non-Invasive Breast Cancer
Biomarker in Peripheral Blood Mononuclear Cells Using The
Systems Biology Approach |
title_short | Identification of CCNB2 as A Potential Non-Invasive Breast Cancer
Biomarker in Peripheral Blood Mononuclear Cells Using The
Systems Biology Approach |
title_sort | identification of ccnb2 as a potential non-invasive breast cancer
biomarker in peripheral blood mononuclear cells using the
systems biology approach |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8405074/ https://www.ncbi.nlm.nih.gov/pubmed/34455715 http://dx.doi.org/10.22074/cellj.2021.7053 |
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