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Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer

BACKGROUND: Colorectal cancer (CRC) is one of the most common cancers worldwide with high number of mortality every year. Microsatellite instability (MSI) is a considerable feature of CRC which affects prognosis and treatment. High level of MSI or MSI-high (MSI-H) colorectal cancer has better progno...

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Autores principales: Akbari, Vahid, Kallhor, Marzieh, Mollashahi, Behrouz, Abolfazl, Abolfazl
Formato: Online Artículo Texto
Lenguaje:English
Publicado: West Asia Organization for Cancer Prevention 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6852802/
https://www.ncbi.nlm.nih.gov/pubmed/31450919
http://dx.doi.org/10.31557/APJCP.2019.20.8.2445
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author Akbari, Vahid
Kallhor, Marzieh
Mollashahi, Behrouz
Abolfazl, Abolfazl
author_facet Akbari, Vahid
Kallhor, Marzieh
Mollashahi, Behrouz
Abolfazl, Abolfazl
author_sort Akbari, Vahid
collection PubMed
description BACKGROUND: Colorectal cancer (CRC) is one of the most common cancers worldwide with high number of mortality every year. Microsatellite instability (MSI) is a considerable feature of CRC which affects prognosis and treatment. High level of MSI or MSI-high (MSI-H) colorectal cancer has better prognosis and immunotherapy response, while microsatellite stable (MSS) CRC has better response to 5-fluorouracil (5-FU)-based chemotherapy. More studies are needed, specifically on MSS CRC which has worse prognosis, to further reveal biological differences and similarities between MSS and MSI colorectal cancer, which may equip us with the knowledge to develop more promising therapeutic approaches to target both types or be more effective for each type. METHODS: We aimed to find affected biological processes and their regulators in both type, MSS and MSI-H, of CRC; as well as reveal specific ones in each type. We applied meta- and network analysis on freely available transcriptome data in MSS and MSI-H colorectal cancer from gene expression omnibus (GEO) database to detect common differentially expressed genes (DEGs) and critical biological processes and predict their most significant regulators. RESULTS: Our results demonstrate considerable up and downregulation in cell cycle and lipid catabolism processes, respectively; and introduced MYC and FOXM1 as two central and up-stream regulators of DEGs in both type of CRC. Chemokine-mediated processes displayed up-regulation in MSI-H type, while metastasis-related processes showed more activation in MSS CRC. Additionally, DACH1 and TP53 were detected as two important transcription factors that differentially expressed just in MSS and MSI-H, respectively. CONCLUSION: Our results can explain why MSI and MSS CRC display different immunotherapy response, prognosis, and metastasis feature. Moreover, our predicted up-stream regulators in the regulatory networks may be promising therapeutic targets.
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spelling pubmed-68528022019-12-12 Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer Akbari, Vahid Kallhor, Marzieh Mollashahi, Behrouz Abolfazl, Abolfazl Asian Pac J Cancer Prev Research Article BACKGROUND: Colorectal cancer (CRC) is one of the most common cancers worldwide with high number of mortality every year. Microsatellite instability (MSI) is a considerable feature of CRC which affects prognosis and treatment. High level of MSI or MSI-high (MSI-H) colorectal cancer has better prognosis and immunotherapy response, while microsatellite stable (MSS) CRC has better response to 5-fluorouracil (5-FU)-based chemotherapy. More studies are needed, specifically on MSS CRC which has worse prognosis, to further reveal biological differences and similarities between MSS and MSI colorectal cancer, which may equip us with the knowledge to develop more promising therapeutic approaches to target both types or be more effective for each type. METHODS: We aimed to find affected biological processes and their regulators in both type, MSS and MSI-H, of CRC; as well as reveal specific ones in each type. We applied meta- and network analysis on freely available transcriptome data in MSS and MSI-H colorectal cancer from gene expression omnibus (GEO) database to detect common differentially expressed genes (DEGs) and critical biological processes and predict their most significant regulators. RESULTS: Our results demonstrate considerable up and downregulation in cell cycle and lipid catabolism processes, respectively; and introduced MYC and FOXM1 as two central and up-stream regulators of DEGs in both type of CRC. Chemokine-mediated processes displayed up-regulation in MSI-H type, while metastasis-related processes showed more activation in MSS CRC. Additionally, DACH1 and TP53 were detected as two important transcription factors that differentially expressed just in MSS and MSI-H, respectively. CONCLUSION: Our results can explain why MSI and MSS CRC display different immunotherapy response, prognosis, and metastasis feature. Moreover, our predicted up-stream regulators in the regulatory networks may be promising therapeutic targets. West Asia Organization for Cancer Prevention 2019 /pmc/articles/PMC6852802/ /pubmed/31450919 http://dx.doi.org/10.31557/APJCP.2019.20.8.2445 Text en This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/)
spellingShingle Research Article
Akbari, Vahid
Kallhor, Marzieh
Mollashahi, Behrouz
Abolfazl, Abolfazl
Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer
title Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer
title_full Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer
title_fullStr Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer
title_full_unstemmed Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer
title_short Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer
title_sort transcriptome and network dissection of microsatellite stable and highly instable colorectal cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6852802/
https://www.ncbi.nlm.nih.gov/pubmed/31450919
http://dx.doi.org/10.31557/APJCP.2019.20.8.2445
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