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Identification of Cancer Hub Gene Signatures Associated with Immune-Suppressive Tumor Microenvironment and Ovatodiolide as a Potential Cancer Immunotherapeutic Agent
SIMPLE SUMMARY: In order to identify common genes associated with the pathology of multiple cancers, we integrated differential expressed gene (DEGs) from datasets of six cancers (liver, lung colorectal, gastric, prostate, and breast cancers) and identified six DEGs common to the six cancers. We con...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8345223/ https://www.ncbi.nlm.nih.gov/pubmed/34359748 http://dx.doi.org/10.3390/cancers13153847 |
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author | Chen, Jia-Hong Wu, Alexander T. H. Lawal, Bashir Tzeng, David T. W. Lee, Jih-Chin Ho, Ching-Liang Chao, Tsu-Yi |
author_facet | Chen, Jia-Hong Wu, Alexander T. H. Lawal, Bashir Tzeng, David T. W. Lee, Jih-Chin Ho, Ching-Liang Chao, Tsu-Yi |
author_sort | Chen, Jia-Hong |
collection | PubMed |
description | SIMPLE SUMMARY: In order to identify common genes associated with the pathology of multiple cancers, we integrated differential expressed gene (DEGs) from datasets of six cancers (liver, lung colorectal, gastric, prostate, and breast cancers) and identified six DEGs common to the six cancers. We conducted enrichment analysis and our results suggested that the DEGs are involved in the tumorigenic properties, including distant metastases, treatment failure, and survival prognosis. Notably, our results suggested high frequencies of genetic and epigenetic alterations of the DEGs in association with tumor staging, immune evasion, poor prognosis, and therapy resistance. Translationally, we intended to identify a drug candidate with the potential for targeting the DEGs. Using a molecular docking platform, we estimated that ovatodiolide, a bioactive anti-cancer phytochemical, has high binding affinities to the binding pockets of the hub genes and thus could serve as a potential drug candidate for targeting the DEGs. ABSTRACT: Despite the significant advancement in therapeutic strategies, breast, colorectal, gastric, lung, liver, and prostate cancers remain the most prevalent cancers in terms of incidence and mortality worldwide. The major causes ascribed to these burdens are lack of early diagnosis, high metastatic tendency, and drug resistance. Therefore, exploring reliable early diagnostic and prognostic biomarkers universal to most cancer types is a clinical emergency. Consequently, in the present study, the differentially expressed genes (DEGs) from the publicly available microarray datasets of six cancer types (liver, lung colorectal, gastric, prostate, and breast cancers), termed hub cancers, were analyzed to identify the universal DEGs, termed hub genes. Gene set enrichment analysis (GSEA) and KEGG mapping of the hub genes suggested their crucial involvement in the tumorigenic properties, including distant metastases, treatment failure, and survival prognosis. Notably, our results suggested high frequencies of genetic and epigenetic alterations of the DEGs in association with tumor staging, immune evasion, poor prognosis, and therapy resistance. Translationally, we intended to identify a drug candidate with the potential for targeting the hub genes. Using a molecular docking platform, we estimated that ovatodiolide, a bioactive anti-cancer phytochemical, has high binding affinities to the binding pockets of the hub genes. Collectively, our results suggested that the hub genes were associated with establishing an immune-suppressive tumor microenvironment favorable for disease progression and promising biomarkers for the early diagnosis and prognosis in multiple cancer types and could serve as potential druggable targets for ovatodiolide. |
format | Online Article Text |
id | pubmed-8345223 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83452232021-08-07 Identification of Cancer Hub Gene Signatures Associated with Immune-Suppressive Tumor Microenvironment and Ovatodiolide as a Potential Cancer Immunotherapeutic Agent Chen, Jia-Hong Wu, Alexander T. H. Lawal, Bashir Tzeng, David T. W. Lee, Jih-Chin Ho, Ching-Liang Chao, Tsu-Yi Cancers (Basel) Article SIMPLE SUMMARY: In order to identify common genes associated with the pathology of multiple cancers, we integrated differential expressed gene (DEGs) from datasets of six cancers (liver, lung colorectal, gastric, prostate, and breast cancers) and identified six DEGs common to the six cancers. We conducted enrichment analysis and our results suggested that the DEGs are involved in the tumorigenic properties, including distant metastases, treatment failure, and survival prognosis. Notably, our results suggested high frequencies of genetic and epigenetic alterations of the DEGs in association with tumor staging, immune evasion, poor prognosis, and therapy resistance. Translationally, we intended to identify a drug candidate with the potential for targeting the DEGs. Using a molecular docking platform, we estimated that ovatodiolide, a bioactive anti-cancer phytochemical, has high binding affinities to the binding pockets of the hub genes and thus could serve as a potential drug candidate for targeting the DEGs. ABSTRACT: Despite the significant advancement in therapeutic strategies, breast, colorectal, gastric, lung, liver, and prostate cancers remain the most prevalent cancers in terms of incidence and mortality worldwide. The major causes ascribed to these burdens are lack of early diagnosis, high metastatic tendency, and drug resistance. Therefore, exploring reliable early diagnostic and prognostic biomarkers universal to most cancer types is a clinical emergency. Consequently, in the present study, the differentially expressed genes (DEGs) from the publicly available microarray datasets of six cancer types (liver, lung colorectal, gastric, prostate, and breast cancers), termed hub cancers, were analyzed to identify the universal DEGs, termed hub genes. Gene set enrichment analysis (GSEA) and KEGG mapping of the hub genes suggested their crucial involvement in the tumorigenic properties, including distant metastases, treatment failure, and survival prognosis. Notably, our results suggested high frequencies of genetic and epigenetic alterations of the DEGs in association with tumor staging, immune evasion, poor prognosis, and therapy resistance. Translationally, we intended to identify a drug candidate with the potential for targeting the hub genes. Using a molecular docking platform, we estimated that ovatodiolide, a bioactive anti-cancer phytochemical, has high binding affinities to the binding pockets of the hub genes. Collectively, our results suggested that the hub genes were associated with establishing an immune-suppressive tumor microenvironment favorable for disease progression and promising biomarkers for the early diagnosis and prognosis in multiple cancer types and could serve as potential druggable targets for ovatodiolide. MDPI 2021-07-30 /pmc/articles/PMC8345223/ /pubmed/34359748 http://dx.doi.org/10.3390/cancers13153847 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Chen, Jia-Hong Wu, Alexander T. H. Lawal, Bashir Tzeng, David T. W. Lee, Jih-Chin Ho, Ching-Liang Chao, Tsu-Yi Identification of Cancer Hub Gene Signatures Associated with Immune-Suppressive Tumor Microenvironment and Ovatodiolide as a Potential Cancer Immunotherapeutic Agent |
title | Identification of Cancer Hub Gene Signatures Associated with Immune-Suppressive Tumor Microenvironment and Ovatodiolide as a Potential Cancer Immunotherapeutic Agent |
title_full | Identification of Cancer Hub Gene Signatures Associated with Immune-Suppressive Tumor Microenvironment and Ovatodiolide as a Potential Cancer Immunotherapeutic Agent |
title_fullStr | Identification of Cancer Hub Gene Signatures Associated with Immune-Suppressive Tumor Microenvironment and Ovatodiolide as a Potential Cancer Immunotherapeutic Agent |
title_full_unstemmed | Identification of Cancer Hub Gene Signatures Associated with Immune-Suppressive Tumor Microenvironment and Ovatodiolide as a Potential Cancer Immunotherapeutic Agent |
title_short | Identification of Cancer Hub Gene Signatures Associated with Immune-Suppressive Tumor Microenvironment and Ovatodiolide as a Potential Cancer Immunotherapeutic Agent |
title_sort | identification of cancer hub gene signatures associated with immune-suppressive tumor microenvironment and ovatodiolide as a potential cancer immunotherapeutic agent |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8345223/ https://www.ncbi.nlm.nih.gov/pubmed/34359748 http://dx.doi.org/10.3390/cancers13153847 |
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