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Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma

Background: Multiple studies have reported that the immune system is under the control of a circadian clock, especially in cancers, but how circadian clock genes shape tumor immune cell infiltration in hepatocellular carcinoma (HCC) remains unclear. Methods: The rhythmicity of circadian clock genes...

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Autores principales: Zhang, Zhen, Liang, Zicheng, Gao, Wenhui, Yu, Shuxian, Hou, Zongwei, Li, Kexin, Zeng, Puhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9475357/
https://www.ncbi.nlm.nih.gov/pubmed/36118525
http://dx.doi.org/10.7150/jca.71925
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author Zhang, Zhen
Liang, Zicheng
Gao, Wenhui
Yu, Shuxian
Hou, Zongwei
Li, Kexin
Zeng, Puhua
author_facet Zhang, Zhen
Liang, Zicheng
Gao, Wenhui
Yu, Shuxian
Hou, Zongwei
Li, Kexin
Zeng, Puhua
author_sort Zhang, Zhen
collection PubMed
description Background: Multiple studies have reported that the immune system is under the control of a circadian clock, especially in cancers, but how circadian clock genes shape tumor immune cell infiltration in hepatocellular carcinoma (HCC) remains unclear. Methods: The rhythmicity of circadian clock genes was investigated using the GETx database. The expression and methylation level of circadian clock genes in HCC and paracancerous was evaluated using the GETx and TCGA databases. The differential expression of circadian clock genes in HCC was analyzed using the “limma” package of the R 4.0.4 software. The prognosis of each circadian clock gene was accessed by Kaplan-Meier survival analysis and Cox proportional hazards regression analysis. Quantitative real-time PCR and immunohistochemistry (IHC) was carried out to confirm the results. The relationship between circadian rhythm and immune infiltration in HCC was evaluated using the TIMER database and the CIBERSORT algorithm. Results: In addition to RORA, RORB, and ARNTL2, there was a rhythmic expression of other circadian clock genes in liver tissue. The correlation between the expression of circadian clock genes differed when comparing HCC and liver tissue. HCC patients who express low levels of PER-1and CRY2 had a poor overall survival (OS). In contrast, patients with higher expression of NPAS2 had a poor prognosis. In HCC, the expression of the PER-1, CRY2, and NPAS2 genes was closely related to immune infiltration. Conclusion: Our study indicated the disruption of the expression of circadian clock-regulated genes in HCC and identified PER-1, CRY2, and NPAS2 as independent predictors of survival. These genes may be applied as candidate molecular targets for diagnosis and therapy of HCC.
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spelling pubmed-94753572022-09-15 Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma Zhang, Zhen Liang, Zicheng Gao, Wenhui Yu, Shuxian Hou, Zongwei Li, Kexin Zeng, Puhua J Cancer Research Paper Background: Multiple studies have reported that the immune system is under the control of a circadian clock, especially in cancers, but how circadian clock genes shape tumor immune cell infiltration in hepatocellular carcinoma (HCC) remains unclear. Methods: The rhythmicity of circadian clock genes was investigated using the GETx database. The expression and methylation level of circadian clock genes in HCC and paracancerous was evaluated using the GETx and TCGA databases. The differential expression of circadian clock genes in HCC was analyzed using the “limma” package of the R 4.0.4 software. The prognosis of each circadian clock gene was accessed by Kaplan-Meier survival analysis and Cox proportional hazards regression analysis. Quantitative real-time PCR and immunohistochemistry (IHC) was carried out to confirm the results. The relationship between circadian rhythm and immune infiltration in HCC was evaluated using the TIMER database and the CIBERSORT algorithm. Results: In addition to RORA, RORB, and ARNTL2, there was a rhythmic expression of other circadian clock genes in liver tissue. The correlation between the expression of circadian clock genes differed when comparing HCC and liver tissue. HCC patients who express low levels of PER-1and CRY2 had a poor overall survival (OS). In contrast, patients with higher expression of NPAS2 had a poor prognosis. In HCC, the expression of the PER-1, CRY2, and NPAS2 genes was closely related to immune infiltration. Conclusion: Our study indicated the disruption of the expression of circadian clock-regulated genes in HCC and identified PER-1, CRY2, and NPAS2 as independent predictors of survival. These genes may be applied as candidate molecular targets for diagnosis and therapy of HCC. Ivyspring International Publisher 2022-09-01 /pmc/articles/PMC9475357/ /pubmed/36118525 http://dx.doi.org/10.7150/jca.71925 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Zhang, Zhen
Liang, Zicheng
Gao, Wenhui
Yu, Shuxian
Hou, Zongwei
Li, Kexin
Zeng, Puhua
Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma
title Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma
title_full Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma
title_fullStr Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma
title_full_unstemmed Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma
title_short Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma
title_sort identification of circadian clock genes as regulators of immune infiltration in hepatocellular carcinoma
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9475357/
https://www.ncbi.nlm.nih.gov/pubmed/36118525
http://dx.doi.org/10.7150/jca.71925
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