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Identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients
This study aims to identify the inflammatory factor-related genes which help to predict the prognosis of patients with colorectal cancer. GSEA (Gene Set Enrichment Analysis) was used to acquire inflammation-related genes and the corresponding expression information was collected from TCGA database t...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Chongqing Medical University
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363590/ https://www.ncbi.nlm.nih.gov/pubmed/37492736 http://dx.doi.org/10.1016/j.gendis.2022.07.015 |
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author | Hu, Jialing He, Yingcheng Liao, Kaili Yang, Qijun Xu, Yuhan Cao, Gaoquan Wang, Xiaozhong |
author_facet | Hu, Jialing He, Yingcheng Liao, Kaili Yang, Qijun Xu, Yuhan Cao, Gaoquan Wang, Xiaozhong |
author_sort | Hu, Jialing |
collection | PubMed |
description | This study aims to identify the inflammatory factor-related genes which help to predict the prognosis of patients with colorectal cancer. GSEA (Gene Set Enrichment Analysis) was used to acquire inflammation-related genes and the corresponding expression information was collected from TCGA database to determine the DEGs (differentially-expressed genes) in CRC patients. We conducted enrichment analysis and PPI (protein–protein interaction) of these DEGs. Besides, key genes that are both differentially-expressed and prognosis-related were screened out, which were used to establish the prognostic model. We obtained 79 DEGs and 19 prognostic genes, 10 prognostic-related differential genes were eventually screened. These genes were used to construct the prognostic model. We also identified that the immune infiltration score of macrophages between different risk groups was significantly different and similar distinction was witnessed in immune function score of APC (antigen-presenting cell) co-stimulation and type I IFN (interferon) response. |
format | Online Article Text |
id | pubmed-10363590 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Chongqing Medical University |
record_format | MEDLINE/PubMed |
spelling | pubmed-103635902023-07-25 Identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients Hu, Jialing He, Yingcheng Liao, Kaili Yang, Qijun Xu, Yuhan Cao, Gaoquan Wang, Xiaozhong Genes Dis Full Length Article This study aims to identify the inflammatory factor-related genes which help to predict the prognosis of patients with colorectal cancer. GSEA (Gene Set Enrichment Analysis) was used to acquire inflammation-related genes and the corresponding expression information was collected from TCGA database to determine the DEGs (differentially-expressed genes) in CRC patients. We conducted enrichment analysis and PPI (protein–protein interaction) of these DEGs. Besides, key genes that are both differentially-expressed and prognosis-related were screened out, which were used to establish the prognostic model. We obtained 79 DEGs and 19 prognostic genes, 10 prognostic-related differential genes were eventually screened. These genes were used to construct the prognostic model. We also identified that the immune infiltration score of macrophages between different risk groups was significantly different and similar distinction was witnessed in immune function score of APC (antigen-presenting cell) co-stimulation and type I IFN (interferon) response. Chongqing Medical University 2022-08-07 /pmc/articles/PMC10363590/ /pubmed/37492736 http://dx.doi.org/10.1016/j.gendis.2022.07.015 Text en © 2022 The Authors. Publishing services by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. https://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 | Full Length Article Hu, Jialing He, Yingcheng Liao, Kaili Yang, Qijun Xu, Yuhan Cao, Gaoquan Wang, Xiaozhong Identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients |
title | Identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients |
title_full | Identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients |
title_fullStr | Identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients |
title_full_unstemmed | Identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients |
title_short | Identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients |
title_sort | identification of inflammatory factor-related genes associated with the prognosis and immune cell infiltration in colorectal cancer patients |
topic | Full Length Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10363590/ https://www.ncbi.nlm.nih.gov/pubmed/37492736 http://dx.doi.org/10.1016/j.gendis.2022.07.015 |
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