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Identification of 6 Hub Proteins and Protein Risk Signature of Colorectal Cancer
BACKGROUND: Colorectal cancer (CRC) is the second most common cause of cancer death in the United States and the third most common cancer globally. The incidence of CRC tends to be younger, and we urgently need a reliable prognostic assessment strategy. METHODS: Protein expression profile and clinic...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7744197/ https://www.ncbi.nlm.nih.gov/pubmed/33376727 http://dx.doi.org/10.1155/2020/6135060 |
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author | Yue, Taohua Liu, Cheng Zhu, Jing Huang, Zhihao Guo, Shihao Zhang, Yuyang Xu, Hao Liu, Yucun Wang, Pengyuan Chen, Shanwen |
author_facet | Yue, Taohua Liu, Cheng Zhu, Jing Huang, Zhihao Guo, Shihao Zhang, Yuyang Xu, Hao Liu, Yucun Wang, Pengyuan Chen, Shanwen |
author_sort | Yue, Taohua |
collection | PubMed |
description | BACKGROUND: Colorectal cancer (CRC) is the second most common cause of cancer death in the United States and the third most common cancer globally. The incidence of CRC tends to be younger, and we urgently need a reliable prognostic assessment strategy. METHODS: Protein expression profile and clinical information of 390 CRC patients/samples were downloaded from the TCPA and TCGA database, respectively. The Kaplan-Meier, Cox regression, and Pearson correlation analysis were applied in this study. RESULTS: Based on the TCPA and TCGA database, we screened 6 hub proteins and first constructed protein risk signature, all of which were significantly associated with CRC patients' overall survival (OS). The risk score was an independent prognostic factor and significantly related with the size of the tumor in situ (T). 6 hub proteins were differentially expressed in cancer and normal tissues and in different CRC stages, which were validated at the ONCOMINE database. Next, 40 coexpressed proteins of 6 hub proteins were extracted from the TCPA database. In the protein-protein interaction (PPI) network, HER1, HER2, and CTNNB1 were at the center. Function enrichment analysis illustrated that 46 proteins were mainly involved in the EGFR (HER1) tyrosine kinase inhibitor resistance pathway. CONCLUSION: Studies indicated that 6 hub proteins might be considered as new targets for CRC therapies, and the protein risk signature can be used to predict the OS of CRC patients. |
format | Online Article Text |
id | pubmed-7744197 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-77441972020-12-28 Identification of 6 Hub Proteins and Protein Risk Signature of Colorectal Cancer Yue, Taohua Liu, Cheng Zhu, Jing Huang, Zhihao Guo, Shihao Zhang, Yuyang Xu, Hao Liu, Yucun Wang, Pengyuan Chen, Shanwen Biomed Res Int Research Article BACKGROUND: Colorectal cancer (CRC) is the second most common cause of cancer death in the United States and the third most common cancer globally. The incidence of CRC tends to be younger, and we urgently need a reliable prognostic assessment strategy. METHODS: Protein expression profile and clinical information of 390 CRC patients/samples were downloaded from the TCPA and TCGA database, respectively. The Kaplan-Meier, Cox regression, and Pearson correlation analysis were applied in this study. RESULTS: Based on the TCPA and TCGA database, we screened 6 hub proteins and first constructed protein risk signature, all of which were significantly associated with CRC patients' overall survival (OS). The risk score was an independent prognostic factor and significantly related with the size of the tumor in situ (T). 6 hub proteins were differentially expressed in cancer and normal tissues and in different CRC stages, which were validated at the ONCOMINE database. Next, 40 coexpressed proteins of 6 hub proteins were extracted from the TCPA database. In the protein-protein interaction (PPI) network, HER1, HER2, and CTNNB1 were at the center. Function enrichment analysis illustrated that 46 proteins were mainly involved in the EGFR (HER1) tyrosine kinase inhibitor resistance pathway. CONCLUSION: Studies indicated that 6 hub proteins might be considered as new targets for CRC therapies, and the protein risk signature can be used to predict the OS of CRC patients. Hindawi 2020-12-08 /pmc/articles/PMC7744197/ /pubmed/33376727 http://dx.doi.org/10.1155/2020/6135060 Text en Copyright © 2020 Taohua Yue et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Yue, Taohua Liu, Cheng Zhu, Jing Huang, Zhihao Guo, Shihao Zhang, Yuyang Xu, Hao Liu, Yucun Wang, Pengyuan Chen, Shanwen Identification of 6 Hub Proteins and Protein Risk Signature of Colorectal Cancer |
title | Identification of 6 Hub Proteins and Protein Risk Signature of Colorectal Cancer |
title_full | Identification of 6 Hub Proteins and Protein Risk Signature of Colorectal Cancer |
title_fullStr | Identification of 6 Hub Proteins and Protein Risk Signature of Colorectal Cancer |
title_full_unstemmed | Identification of 6 Hub Proteins and Protein Risk Signature of Colorectal Cancer |
title_short | Identification of 6 Hub Proteins and Protein Risk Signature of Colorectal Cancer |
title_sort | identification of 6 hub proteins and protein risk signature of colorectal cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7744197/ https://www.ncbi.nlm.nih.gov/pubmed/33376727 http://dx.doi.org/10.1155/2020/6135060 |
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