Cargando…
Discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration
In this study, we aimed to uncover genes that drive the pathogenesis of liver metastasis in colorectal cancer (CRC), and identify effective genes that could serve as potential therapeutic targets for treating with colorectal liver metastasis patients based on two GEO datasets. Several bioinformatics...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7810789/ https://www.ncbi.nlm.nih.gov/pubmed/33450702 http://dx.doi.org/10.1016/j.tranon.2021.101011 |
_version_ | 1783637374362714112 |
---|---|
author | Liu, Wei-Qing Li, Wen-Liang Ma, Shu-Min Liang, Lei Kou, Zhi-Yong Yang, Jun |
author_facet | Liu, Wei-Qing Li, Wen-Liang Ma, Shu-Min Liang, Lei Kou, Zhi-Yong Yang, Jun |
author_sort | Liu, Wei-Qing |
collection | PubMed |
description | In this study, we aimed to uncover genes that drive the pathogenesis of liver metastasis in colorectal cancer (CRC), and identify effective genes that could serve as potential therapeutic targets for treating with colorectal liver metastasis patients based on two GEO datasets. Several bioinformatics approaches were implemented. First, differential expression analysis screened out key differentially expressed genes (DEGs) across the two GEO datasets. Based on gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses, we identified the enrichment functions and pathways of the DEGs that were associated with liver metastasis in CRC. Second, immune infiltration analysis identified key immune signature gene sets associated with CRC liver metastasis, among which two key immune gene families (CD and CCL) identified as key DEGs were filtered by protein-protein interaction (PPI) network. Some of the members in these gene families were associated with disease free survival (DFS) or overall survival (OS) in two subtypes of CRC, namely COAD and READ. Finally, functional enrichment analysis of the two gene families and their neighboring genes revealed that they were closely associated with cytokine, leukocyte proliferation and chemotaxis. These results are valuable in comprehending the pathogenesis of liver metastasis in CRC, and are of seminal importance in understanding the role of immune tumor infiltration in CRC. Our study also identified potentially effective therapeutic targets for liver metastasis in CRC including CCL20, CCL24 and CD70. |
format | Online Article Text |
id | pubmed-7810789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-78107892021-01-26 Discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration Liu, Wei-Qing Li, Wen-Liang Ma, Shu-Min Liang, Lei Kou, Zhi-Yong Yang, Jun Transl Oncol Original Research In this study, we aimed to uncover genes that drive the pathogenesis of liver metastasis in colorectal cancer (CRC), and identify effective genes that could serve as potential therapeutic targets for treating with colorectal liver metastasis patients based on two GEO datasets. Several bioinformatics approaches were implemented. First, differential expression analysis screened out key differentially expressed genes (DEGs) across the two GEO datasets. Based on gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses, we identified the enrichment functions and pathways of the DEGs that were associated with liver metastasis in CRC. Second, immune infiltration analysis identified key immune signature gene sets associated with CRC liver metastasis, among which two key immune gene families (CD and CCL) identified as key DEGs were filtered by protein-protein interaction (PPI) network. Some of the members in these gene families were associated with disease free survival (DFS) or overall survival (OS) in two subtypes of CRC, namely COAD and READ. Finally, functional enrichment analysis of the two gene families and their neighboring genes revealed that they were closely associated with cytokine, leukocyte proliferation and chemotaxis. These results are valuable in comprehending the pathogenesis of liver metastasis in CRC, and are of seminal importance in understanding the role of immune tumor infiltration in CRC. Our study also identified potentially effective therapeutic targets for liver metastasis in CRC including CCL20, CCL24 and CD70. Neoplasia Press 2021-01-13 /pmc/articles/PMC7810789/ /pubmed/33450702 http://dx.doi.org/10.1016/j.tranon.2021.101011 Text en © 2021 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Liu, Wei-Qing Li, Wen-Liang Ma, Shu-Min Liang, Lei Kou, Zhi-Yong Yang, Jun Discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration |
title | Discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration |
title_full | Discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration |
title_fullStr | Discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration |
title_full_unstemmed | Discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration |
title_short | Discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration |
title_sort | discovery of core gene families associated with liver metastasis in colorectal cancer and regulatory roles in tumor cell immune infiltration |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7810789/ https://www.ncbi.nlm.nih.gov/pubmed/33450702 http://dx.doi.org/10.1016/j.tranon.2021.101011 |
work_keys_str_mv | AT liuweiqing discoveryofcoregenefamiliesassociatedwithlivermetastasisincolorectalcancerandregulatoryrolesintumorcellimmuneinfiltration AT liwenliang discoveryofcoregenefamiliesassociatedwithlivermetastasisincolorectalcancerandregulatoryrolesintumorcellimmuneinfiltration AT mashumin discoveryofcoregenefamiliesassociatedwithlivermetastasisincolorectalcancerandregulatoryrolesintumorcellimmuneinfiltration AT lianglei discoveryofcoregenefamiliesassociatedwithlivermetastasisincolorectalcancerandregulatoryrolesintumorcellimmuneinfiltration AT kouzhiyong discoveryofcoregenefamiliesassociatedwithlivermetastasisincolorectalcancerandregulatoryrolesintumorcellimmuneinfiltration AT yangjun discoveryofcoregenefamiliesassociatedwithlivermetastasisincolorectalcancerandregulatoryrolesintumorcellimmuneinfiltration |