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The establishment of a hub differential gene model to predict prognosis in stage II and III right- and left-sided colon cancer patients
BACKGROUND: It is now recognized that the symptoms of colon cancer differ according to whether the tumor is located on the left or right side of the patient. The results of the present study point to the differences in the tissue and embryonic origins of left- and right-sided colon cancer that cause...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756243/ https://www.ncbi.nlm.nih.gov/pubmed/35071457 http://dx.doi.org/10.21037/atm-21-6163 |
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author | Zhou, You-Tao Lin, Zi-Kai Shi, Man-Jie Yang, Cui-Yan Wei, Jia-Liang Ke, Chuan-Feng |
author_facet | Zhou, You-Tao Lin, Zi-Kai Shi, Man-Jie Yang, Cui-Yan Wei, Jia-Liang Ke, Chuan-Feng |
author_sort | Zhou, You-Tao |
collection | PubMed |
description | BACKGROUND: It is now recognized that the symptoms of colon cancer differ according to whether the tumor is located on the left or right side of the patient. The results of the present study point to the differences in the tissue and embryonic origins of left- and right-sided colon cancer that cause the variations in molecular typing. The research purpose of this study is to establish a core differential gene scoring model and proved its effect. METHODS: We downloaded transcriptome data and clinical information from The Cancer Genome Atlas (TCGA). A total of 243 patients in stages II and III were grouped according to the colon cancer site. Then we screened for differential transcriptome products. The corresponding differential gene were performing a corresponding protein interaction analysis. We used 12 algorithms in Cytoscape to calculate the hub genes and a total of 37 hub genes were obtained finally. We extracted the first principal component value (PC1) of the hub genes to evaluate the effectiveness of screening. Cox regression analysis was performed for the differential genes. Finally, we performed a prognostic analysis on right-sided colon cancer patients using the BST2 gene, PC1 and relevant clinical information. RESULTS: After screening for differentially expressed genes, 37 hub genes were obtained with appropriate algorithms. PC1 showed differences in hub genes between left- and right-sided colon cancer patients. BST2 and 31 other genes were identified as significant by Cox regression analysis and were significantly mutated in patients with right-sided colon cancer. Finally, we selected the BST2 gene and relevant clinical information as the prognostic factors to build a scoring model. The prediction effect of the model was satisfied. CONCLUSIONS: We constructed a prognostic model based on BST2, PC1, and other relevant clinical information and proved its good effect. |
format | Online Article Text |
id | pubmed-8756243 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-87562432022-01-21 The establishment of a hub differential gene model to predict prognosis in stage II and III right- and left-sided colon cancer patients Zhou, You-Tao Lin, Zi-Kai Shi, Man-Jie Yang, Cui-Yan Wei, Jia-Liang Ke, Chuan-Feng Ann Transl Med Original Article BACKGROUND: It is now recognized that the symptoms of colon cancer differ according to whether the tumor is located on the left or right side of the patient. The results of the present study point to the differences in the tissue and embryonic origins of left- and right-sided colon cancer that cause the variations in molecular typing. The research purpose of this study is to establish a core differential gene scoring model and proved its effect. METHODS: We downloaded transcriptome data and clinical information from The Cancer Genome Atlas (TCGA). A total of 243 patients in stages II and III were grouped according to the colon cancer site. Then we screened for differential transcriptome products. The corresponding differential gene were performing a corresponding protein interaction analysis. We used 12 algorithms in Cytoscape to calculate the hub genes and a total of 37 hub genes were obtained finally. We extracted the first principal component value (PC1) of the hub genes to evaluate the effectiveness of screening. Cox regression analysis was performed for the differential genes. Finally, we performed a prognostic analysis on right-sided colon cancer patients using the BST2 gene, PC1 and relevant clinical information. RESULTS: After screening for differentially expressed genes, 37 hub genes were obtained with appropriate algorithms. PC1 showed differences in hub genes between left- and right-sided colon cancer patients. BST2 and 31 other genes were identified as significant by Cox regression analysis and were significantly mutated in patients with right-sided colon cancer. Finally, we selected the BST2 gene and relevant clinical information as the prognostic factors to build a scoring model. The prediction effect of the model was satisfied. CONCLUSIONS: We constructed a prognostic model based on BST2, PC1, and other relevant clinical information and proved its good effect. AME Publishing Company 2021-12 /pmc/articles/PMC8756243/ /pubmed/35071457 http://dx.doi.org/10.21037/atm-21-6163 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Zhou, You-Tao Lin, Zi-Kai Shi, Man-Jie Yang, Cui-Yan Wei, Jia-Liang Ke, Chuan-Feng The establishment of a hub differential gene model to predict prognosis in stage II and III right- and left-sided colon cancer patients |
title | The establishment of a hub differential gene model to predict prognosis in stage II and III right- and left-sided colon cancer patients |
title_full | The establishment of a hub differential gene model to predict prognosis in stage II and III right- and left-sided colon cancer patients |
title_fullStr | The establishment of a hub differential gene model to predict prognosis in stage II and III right- and left-sided colon cancer patients |
title_full_unstemmed | The establishment of a hub differential gene model to predict prognosis in stage II and III right- and left-sided colon cancer patients |
title_short | The establishment of a hub differential gene model to predict prognosis in stage II and III right- and left-sided colon cancer patients |
title_sort | establishment of a hub differential gene model to predict prognosis in stage ii and iii right- and left-sided colon cancer patients |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756243/ https://www.ncbi.nlm.nih.gov/pubmed/35071457 http://dx.doi.org/10.21037/atm-21-6163 |
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