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Four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma
Circadian dysregulation can be involved in the development of malignant tumors, though its relationship with the progression of hepatocellular carcinoma is not yet fully understood. We identified genes related to circadian rhythms from the Cancer Genome Atlas (TCGA), measured gene expression, and co...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691441/ https://www.ncbi.nlm.nih.gov/pubmed/36439444 http://dx.doi.org/10.3389/fonc.2022.937403 |
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author | Wu, Zhenyu Hu, Hao Zhang, Qiang Wang, Tengfei Li, Huixing Qin, Yugang Ai, Xiangnan Yi, Wen Wei, Xiaojun Gao, Wei Ouyang, Caiguo |
author_facet | Wu, Zhenyu Hu, Hao Zhang, Qiang Wang, Tengfei Li, Huixing Qin, Yugang Ai, Xiangnan Yi, Wen Wei, Xiaojun Gao, Wei Ouyang, Caiguo |
author_sort | Wu, Zhenyu |
collection | PubMed |
description | Circadian dysregulation can be involved in the development of malignant tumors, though its relationship with the progression of hepatocellular carcinoma is not yet fully understood. We identified genes related to circadian rhythms from the Cancer Genome Atlas (TCGA), measured gene expression, and conducted genomic difference analysis to construct a circadian rhythm-related signature. The resulting prognosis model proved to be an effective biomarker, as demonstrated by Kaplan-Meier survival analysis for both the training (n = 370, P = 2.687e-10) and external validation cohorts (n = 230, P = 1.45e-02). Further, we found that patients considered ‘high risk’, with an associated poor prognosis, displayed elevated levels of immune checkpoint genes and immune filtration. We also conducted functional enrichment, which indicated that the risk model showed a significant positive correlation with certain malignant phenotypes, including G2M checkpoint, MYC targets, and the MTORC1 signaling pathway. In summary, we identified a novel circadian rhythm-related signature allowing assessment of prognosis for hepatocellular carcinoma patients, and further can be used to predict immune infiltration sensitivity. |
format | Online Article Text |
id | pubmed-9691441 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96914412022-11-26 Four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma Wu, Zhenyu Hu, Hao Zhang, Qiang Wang, Tengfei Li, Huixing Qin, Yugang Ai, Xiangnan Yi, Wen Wei, Xiaojun Gao, Wei Ouyang, Caiguo Front Oncol Oncology Circadian dysregulation can be involved in the development of malignant tumors, though its relationship with the progression of hepatocellular carcinoma is not yet fully understood. We identified genes related to circadian rhythms from the Cancer Genome Atlas (TCGA), measured gene expression, and conducted genomic difference analysis to construct a circadian rhythm-related signature. The resulting prognosis model proved to be an effective biomarker, as demonstrated by Kaplan-Meier survival analysis for both the training (n = 370, P = 2.687e-10) and external validation cohorts (n = 230, P = 1.45e-02). Further, we found that patients considered ‘high risk’, with an associated poor prognosis, displayed elevated levels of immune checkpoint genes and immune filtration. We also conducted functional enrichment, which indicated that the risk model showed a significant positive correlation with certain malignant phenotypes, including G2M checkpoint, MYC targets, and the MTORC1 signaling pathway. In summary, we identified a novel circadian rhythm-related signature allowing assessment of prognosis for hepatocellular carcinoma patients, and further can be used to predict immune infiltration sensitivity. Frontiers Media S.A. 2022-11-10 /pmc/articles/PMC9691441/ /pubmed/36439444 http://dx.doi.org/10.3389/fonc.2022.937403 Text en Copyright © 2022 Wu, Hu, Zhang, Wang, Li, Qin, Ai, Yi, Wei, Gao and Ouyang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Wu, Zhenyu Hu, Hao Zhang, Qiang Wang, Tengfei Li, Huixing Qin, Yugang Ai, Xiangnan Yi, Wen Wei, Xiaojun Gao, Wei Ouyang, Caiguo Four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma |
title | Four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma |
title_full | Four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma |
title_fullStr | Four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma |
title_full_unstemmed | Four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma |
title_short | Four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma |
title_sort | four circadian rhythm-related genes predict incidence and prognosis in hepatocellular carcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691441/ https://www.ncbi.nlm.nih.gov/pubmed/36439444 http://dx.doi.org/10.3389/fonc.2022.937403 |
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