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Updated: Jan 28, 2026

Monitoring Cell-autonomous Circadian Clock Rhythms of Gene Expression Using Luciferase Bioluminescence Reporters
Published on: September 27, 2012
Dysregulation, functional implications, and prognostic ability of the circadian clock across cancers
Zekun Liu1,2, Kai Yu2, Jian Zheng2
1Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Abstract:
It has been proposed that the circadian rhythm generally plays important roles in tumor suppression, but there is also evidence that disruption of the canonical circadian pathway has anticancer effects. In this study, we systematically analyzed the aberrances of circadian clock genes across cancers based on data from The Cancer Genome Atlas (TCGA). These data showed that the frequencies of mutations and copy number alterations in core clock genes (PER1/2/3, CLOCK, CRY1/2, and ARNTL) were low, but that the expression levels of core clock genes were downregulated by the higher levels of DNA methylation in most tumors. The circadian clock index (CCI) was established through a principal component analysis, and this measure well represents the overall expression of the core clock genes. In fact, the CCI was significantly lower in hepatocellular carcinoma with HBV infection than in other cancers. Furthermore, pathways such as the MAPK, JAK-STAT, and immune-related signaling pathways were enriched in tumors with high CCI values. Interestingly, the CCI was generally positively related to the immunophenoscores and immunophenotypes of tumors. Additionally, the expression levels of core clock genes and the CCI were also generally positively related to survival across cancers. Taken together, the results of this study provide a comprehensive analysis of circadian clock aberrances in cancer, and the results should aid further investigations of the molecular mechanisms of cancer and the development of therapeutic strategies.
Insights
Cancer
Area of Science:
- Oncology
- Molecular Biology
- Chronobiology
Background:
- Circadian rhythm's role in tumor suppression is debated, with some evidence suggesting disruption has anticancer effects.
- Understanding circadian clock gene aberrations in cancer is crucial for developing novel therapeutic strategies.
Purpose of the Study:
- To systematically analyze circadian clock gene aberrances across various cancers using TCGA data.
- To establish a circadian clock index (CCI) and evaluate its relationship with cancer characteristics and patient survival.
Main Methods:
- Analysis of mutations, copy number alterations, and DNA methylation of core clock genes (PER1/2/3, CLOCK, CRY1/2, ARNTL) in TCGA cancer data.
- Principal component analysis to establish the circadian clock index (CCI).
- Enrichment analysis of signaling pathways and correlation studies with immunophenoscores, immunophenotypes, and survival data.
Main Results:
- Core clock genes showed low mutation/copy number alteration frequencies but were frequently downregulated by DNA methylation across cancers.
- The circadian clock index (CCI) was significantly lower in HBV-associated hepatocellular carcinoma.
- High CCI values correlated with enriched MAPK, JAK-STAT, and immune-related pathways, as well as favorable immunophenotypes and improved patient survival.
Conclusions:
- Circadian clock genes exhibit widespread downregulation via DNA methylation in cancer, with a notable decrease in HBV-associated hepatocellular carcinoma.
- The CCI serves as a valuable indicator of overall clock gene expression, correlating with immune infiltration and better survival outcomes.
- These findings offer insights into cancer's molecular mechanisms and potential therapeutic targets related to circadian rhythm regulation.
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07:44In Vivo Monitoring of Circadian Clock Gene Expression in the Mouse Suprachiasmatic Nucleus Using Fluorescence Reporters
Published on: July 4, 2018
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