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...

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Main Authors: Raheleh Moradpoor, Hakimeh Zali, Ahmad Gharebaghian, Mohammad Esmaeil Akbari, Soheila Ajdari, Mona Salimi
Format: Article
Language:English
Published: Royan Institute (ACECR), Tehran 2021-09-01
Series:Cell Journal
Subjects:
Online Access:https://celljournal.org/journal/article/fulltext/identification-of-ccnb2-as-a-potential-non-invasive-breast-cancer-biomarker-in-peripheral-blood-mononuclear-cells-using-the-systems-biology-approach.pdf
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spelling doaj-53e710d46a554a5dbb1361bc846cb26f2021-09-12T07:34:15ZengRoyan Institute (ACECR), TehranCell Journal2228-58062228-58142021-09-0123440641310.22074/cellj.2021.7053Identification of CCNB2 as A Potential Non-Invasive Breast Cancer Biomarker in Peripheral Blood Mononuclear Cells Using The Systems Biology ApproachRaheleh Moradpoor0Hakimeh Zali1Ahmad Gharebaghian2Mohammad Esmaeil Akbari3Soheila Ajdari4Mona Salimi5Department of Basic Sciences, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, IranSchool of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences,Tehran, IranDepartment of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, IranCancer Research Center, Shahid Beheshti University of Medical Sciences, Tehran, IranDepartment of Immunology, Pasteur Institute of Iran, Tehran, IranDepartment of Physiology and Pharmacology, Pasteur Institute of Iran, Tehran, IranObjective: 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.https://celljournal.org/journal/article/fulltext/identification-of-ccnb2-as-a-potential-non-invasive-breast-cancer-biomarker-in-peripheral-blood-mononuclear-cells-using-the-systems-biology-approach.pdfbiomarkerbreast cancerperipheral blood mononuclear cellsystems biology
collection DOAJ
language English
format Article
sources DOAJ
author Raheleh Moradpoor
Hakimeh Zali
Ahmad Gharebaghian
Mohammad Esmaeil Akbari
Soheila Ajdari
Mona Salimi
spellingShingle Raheleh Moradpoor
Hakimeh Zali
Ahmad Gharebaghian
Mohammad Esmaeil Akbari
Soheila Ajdari
Mona Salimi
Identification of CCNB2 as A Potential Non-Invasive Breast Cancer Biomarker in Peripheral Blood Mononuclear Cells Using The Systems Biology Approach
Cell Journal
biomarker
breast cancer
peripheral blood mononuclear cell
systems biology
author_facet Raheleh Moradpoor
Hakimeh Zali
Ahmad Gharebaghian
Mohammad Esmaeil Akbari
Soheila Ajdari
Mona Salimi
author_sort Raheleh Moradpoor
title 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_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_sort identification of ccnb2 as a potential non-invasive breast cancer biomarker in peripheral blood mononuclear cells using the systems biology approach
publisher Royan Institute (ACECR), Tehran
series Cell Journal
issn 2228-5806
2228-5814
publishDate 2021-09-01
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.
topic biomarker
breast cancer
peripheral blood mononuclear cell
systems biology
url https://celljournal.org/journal/article/fulltext/identification-of-ccnb2-as-a-potential-non-invasive-breast-cancer-biomarker-in-peripheral-blood-mononuclear-cells-using-the-systems-biology-approach.pdf
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