Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Zhenyu, Hu, Hao, Zhang, Qiang, Wang, Tengfei, Li, Huixing, Qin, Yugang, Ai, Xiangnan, Yi, Wen, Wei, Xiaojun, Gao, Wei, Ouyang, Caiguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784837044346814464
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
work_keys_str_mv AT wuzhenyu fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT huhao fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT zhangqiang fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT wangtengfei fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT lihuixing fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT qinyugang fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT aixiangnan fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT yiwen fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT weixiaojun fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT gaowei fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma
AT ouyangcaiguo fourcircadianrhythmrelatedgenespredictincidenceandprognosisinhepatocellularcarcinoma