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Identification of hub genes and pathways in lung metastatic colorectal cancer
BACKGROUND: Colorectal cancer (CRC) is one of the most prevalent types of malignant tumours. Metastasis is the leading cause of cancer-related mortality, with lung metastases accounting for 32.9% of all metastatic CRCs. However, since the biological mechanism of lung metastatic CRC is poorly underst...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080892/ https://www.ncbi.nlm.nih.gov/pubmed/37024866 http://dx.doi.org/10.1186/s12885-023-10792-8 |
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author | Dai, Wei Guo, Caiyao Wang, Yu Li, Yumei Xie, Renjian Wu, Junhong Yao, Baole Xie, Dong He, Ling Li, Yingying Huang, Hao Wang, Yun Liu, Shenglan |
author_facet | Dai, Wei Guo, Caiyao Wang, Yu Li, Yumei Xie, Renjian Wu, Junhong Yao, Baole Xie, Dong He, Ling Li, Yingying Huang, Hao Wang, Yun Liu, Shenglan |
author_sort | Dai, Wei |
collection | PubMed |
description | BACKGROUND: Colorectal cancer (CRC) is one of the most prevalent types of malignant tumours. Metastasis is the leading cause of cancer-related mortality, with lung metastases accounting for 32.9% of all metastatic CRCs. However, since the biological mechanism of lung metastatic CRC is poorly understood, limited therapeutic targets are available. In the present study, we aimed to identify the key genes and molecular processes involved in CRC lung metastasis. METHODS: The differentially expressed genes (DEGs) between primary and lung metastatic CRC patients were obtained from the Gene Expression Omnibus (GEO) database via the GEO2R tool. The enriched biological processes and pathways modulated by the DEGs were determined with Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Reactome Gene Sets analyses. The search tool Retrieval of Interacting Genes (STRING) and Cytoscape were used to construct a protein–protein interaction (PPI) network among DEGs. RESULTS: The DEGs were enriched in surfactant metabolism, cell–cell communication and chemokine signaling pathways. The defined hub genes were included CLU, SFTPD, CCL18, SPP1, APOE, BGN and MMP3. Among them, CLU, SFTPD and CCL18 might be associated with the specific lung tropism metastasis in CRC. In addition, the expression and prognostic values of the hub genes in CRC patients were verified in database of The Cancer Genome Atlas (TCGA) and GEO. Moreover, the protein levels of the hub genes were detected in primary and lung metastatic CRC cells, serum or tissues. Furthermore, SFTPD was confirmed to facilitate cellular proliferation and lung metastasis in CRC. CONCLUSION: This bioinformatics study may provide a better understanding of the candidate therapeutic targets and molecular mechanisms for CRC lung metastasis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-023-10792-8. |
format | Online Article Text |
id | pubmed-10080892 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100808922023-04-08 Identification of hub genes and pathways in lung metastatic colorectal cancer Dai, Wei Guo, Caiyao Wang, Yu Li, Yumei Xie, Renjian Wu, Junhong Yao, Baole Xie, Dong He, Ling Li, Yingying Huang, Hao Wang, Yun Liu, Shenglan BMC Cancer Research BACKGROUND: Colorectal cancer (CRC) is one of the most prevalent types of malignant tumours. Metastasis is the leading cause of cancer-related mortality, with lung metastases accounting for 32.9% of all metastatic CRCs. However, since the biological mechanism of lung metastatic CRC is poorly understood, limited therapeutic targets are available. In the present study, we aimed to identify the key genes and molecular processes involved in CRC lung metastasis. METHODS: The differentially expressed genes (DEGs) between primary and lung metastatic CRC patients were obtained from the Gene Expression Omnibus (GEO) database via the GEO2R tool. The enriched biological processes and pathways modulated by the DEGs were determined with Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Reactome Gene Sets analyses. The search tool Retrieval of Interacting Genes (STRING) and Cytoscape were used to construct a protein–protein interaction (PPI) network among DEGs. RESULTS: The DEGs were enriched in surfactant metabolism, cell–cell communication and chemokine signaling pathways. The defined hub genes were included CLU, SFTPD, CCL18, SPP1, APOE, BGN and MMP3. Among them, CLU, SFTPD and CCL18 might be associated with the specific lung tropism metastasis in CRC. In addition, the expression and prognostic values of the hub genes in CRC patients were verified in database of The Cancer Genome Atlas (TCGA) and GEO. Moreover, the protein levels of the hub genes were detected in primary and lung metastatic CRC cells, serum or tissues. Furthermore, SFTPD was confirmed to facilitate cellular proliferation and lung metastasis in CRC. CONCLUSION: This bioinformatics study may provide a better understanding of the candidate therapeutic targets and molecular mechanisms for CRC lung metastasis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-023-10792-8. BioMed Central 2023-04-06 /pmc/articles/PMC10080892/ /pubmed/37024866 http://dx.doi.org/10.1186/s12885-023-10792-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Dai, Wei Guo, Caiyao Wang, Yu Li, Yumei Xie, Renjian Wu, Junhong Yao, Baole Xie, Dong He, Ling Li, Yingying Huang, Hao Wang, Yun Liu, Shenglan Identification of hub genes and pathways in lung metastatic colorectal cancer |
title | Identification of hub genes and pathways in lung metastatic colorectal cancer |
title_full | Identification of hub genes and pathways in lung metastatic colorectal cancer |
title_fullStr | Identification of hub genes and pathways in lung metastatic colorectal cancer |
title_full_unstemmed | Identification of hub genes and pathways in lung metastatic colorectal cancer |
title_short | Identification of hub genes and pathways in lung metastatic colorectal cancer |
title_sort | identification of hub genes and pathways in lung metastatic colorectal cancer |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10080892/ https://www.ncbi.nlm.nih.gov/pubmed/37024866 http://dx.doi.org/10.1186/s12885-023-10792-8 |
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