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Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets
Colorectal cancer (CRC) is one of the major causes of cancer deaths across the world. Patients’ survival at time of diagnosis depends mainly on stage of the tumor. Therefore, understanding the molecular mechanisms from low-grade to high-grade stages of cancer that lead to cellular migration from one...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8263939/ https://www.ncbi.nlm.nih.gov/pubmed/34249670 http://dx.doi.org/10.3389/fonc.2021.597536 |
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author | Piran, Mehran Sepahi, Neda Moattari, Afagh Rahimi, Amir Ghanbariasad, Ali |
author_facet | Piran, Mehran Sepahi, Neda Moattari, Afagh Rahimi, Amir Ghanbariasad, Ali |
author_sort | Piran, Mehran |
collection | PubMed |
description | Colorectal cancer (CRC) is one of the major causes of cancer deaths across the world. Patients’ survival at time of diagnosis depends mainly on stage of the tumor. Therefore, understanding the molecular mechanisms from low-grade to high-grade stages of cancer that lead to cellular migration from one tissue/organ to another tissue/organ is essential for implementing therapeutic approaches. To this end, we performed a unique meta-analysis flowchart by identifying differentially expressed genes (DEGs) between normal, primary (primary sites), and metastatic samples (Colorectal metastatic lesions in liver and lung) in some Test datasets. DEGs were employed to construct a protein-protein interaction (PPI) network. A smaller network containing 39 DEGs was then extracted from the PPI network whose nodes expression induction or suppression alone or in combination with each other would inhibit tumor progression or metastasis. These DEGs were then verified by gene expression profiling, survival analysis, and multiple Validation datasets. We suggested for the first time that downregulation of mitochondrial genes, including ETHE1, SQOR, TST, and GPX3, would help colorectal cancer cells to produce more energy under hypoxic conditions through mechanisms that are different from “Warburg Effect”. Augmentation of given antioxidants and repression of P4HA1 and COL1A2 genes could be a choice of CRC treatment. Moreover, promoting active GSK-3β together with expression control of EIF2B would prevent EMT. We also proposed that OAS1 expression enhancement can induce the anti-cancer effects of interferon-gamma, while suppression of CTSH hinders formation of focal adhesions. ATF5 expression suppression sensitizes cancer cells to anchorage-dependent death signals, while LGALS4 induction recovers cell-cell junctions. These inhibitions and inductions would be another combinatory mechanism that inhibits EMT and cell migration. Furthermore, expression inhibition of TMPO, TOP2A, RFC3, GINS1, and CKS2 genes could prevent tumor growth. Besides, TRIB3 suppression would be a promising target for anti−angiogenic therapy. SORD is a poorly studied enzyme in cancer, found to be upregulated in CRC. Finally, TMEM131 and DARS genes were identified in this study whose roles have never been interrogated in any kind of cancer, neither as a biomarker nor curative target. All the mentioned mechanisms must be further validated by experimental wet-lab techniques. |
format | Online Article Text |
id | pubmed-8263939 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82639392021-07-09 Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets Piran, Mehran Sepahi, Neda Moattari, Afagh Rahimi, Amir Ghanbariasad, Ali Front Oncol Oncology Colorectal cancer (CRC) is one of the major causes of cancer deaths across the world. Patients’ survival at time of diagnosis depends mainly on stage of the tumor. Therefore, understanding the molecular mechanisms from low-grade to high-grade stages of cancer that lead to cellular migration from one tissue/organ to another tissue/organ is essential for implementing therapeutic approaches. To this end, we performed a unique meta-analysis flowchart by identifying differentially expressed genes (DEGs) between normal, primary (primary sites), and metastatic samples (Colorectal metastatic lesions in liver and lung) in some Test datasets. DEGs were employed to construct a protein-protein interaction (PPI) network. A smaller network containing 39 DEGs was then extracted from the PPI network whose nodes expression induction or suppression alone or in combination with each other would inhibit tumor progression or metastasis. These DEGs were then verified by gene expression profiling, survival analysis, and multiple Validation datasets. We suggested for the first time that downregulation of mitochondrial genes, including ETHE1, SQOR, TST, and GPX3, would help colorectal cancer cells to produce more energy under hypoxic conditions through mechanisms that are different from “Warburg Effect”. Augmentation of given antioxidants and repression of P4HA1 and COL1A2 genes could be a choice of CRC treatment. Moreover, promoting active GSK-3β together with expression control of EIF2B would prevent EMT. We also proposed that OAS1 expression enhancement can induce the anti-cancer effects of interferon-gamma, while suppression of CTSH hinders formation of focal adhesions. ATF5 expression suppression sensitizes cancer cells to anchorage-dependent death signals, while LGALS4 induction recovers cell-cell junctions. These inhibitions and inductions would be another combinatory mechanism that inhibits EMT and cell migration. Furthermore, expression inhibition of TMPO, TOP2A, RFC3, GINS1, and CKS2 genes could prevent tumor growth. Besides, TRIB3 suppression would be a promising target for anti−angiogenic therapy. SORD is a poorly studied enzyme in cancer, found to be upregulated in CRC. Finally, TMEM131 and DARS genes were identified in this study whose roles have never been interrogated in any kind of cancer, neither as a biomarker nor curative target. All the mentioned mechanisms must be further validated by experimental wet-lab techniques. Frontiers Media S.A. 2021-06-24 /pmc/articles/PMC8263939/ /pubmed/34249670 http://dx.doi.org/10.3389/fonc.2021.597536 Text en Copyright © 2021 Piran, Sepahi, Moattari, Rahimi and Ghanbariasad https://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 Piran, Mehran Sepahi, Neda Moattari, Afagh Rahimi, Amir Ghanbariasad, Ali Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets |
title | Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets |
title_full | Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets |
title_fullStr | Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets |
title_full_unstemmed | Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets |
title_short | Systems Biomedicine of Primary and Metastatic Colorectal Cancer Reveals Potential Therapeutic Targets |
title_sort | systems biomedicine of primary and metastatic colorectal cancer reveals potential therapeutic targets |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8263939/ https://www.ncbi.nlm.nih.gov/pubmed/34249670 http://dx.doi.org/10.3389/fonc.2021.597536 |
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