Circadian Rhythm Disruption in Hepatocellular Carcinoma Investigated by Integrated Analysis of Bulk and Single-Cell RNA Sequencing Data.
Lien-Hung HuangChun-Ying HuangYueh-Wei LiuPeng-Chen ChienTing-Min HsiehHang-Tsung LiuHui-Ping LinChia-Jung WuPei-Chin ChuangChing-Hua HsiehPublished in: International journal of molecular sciences (2024)
Circadian rhythms are essential regulators of a multitude of physiological and behavioral processes, such as the metabolism and function of the liver. Circadian rhythms are crucial to liver homeostasis, as the liver is a key metabolic organ accountable for the systemic equilibrium of the body. Circadian rhythm disruption alone is sufficient to cause liver cancer through the maintenance of hepatic metabolic disorder. Although there is evidence linking CRD to hepatocarcinogenesis, the precise cellular and molecular mechanisms that underlie the circadian crosstalk that leads to hepatocellular carcinoma remain unknown. The expression of CRD-related genes in HCC was investigated in this study via bulk RNA transcriptomic analysis and single-cell sequencing. Dysregulated CRD-related genes are predominantly found in hepatocytes and fibroblasts, according to the findings. By using a combination of single-cell RNA sequencing and bulk RNA sequencing analyses, the dysregulated CRD-related genes ADAMTS13, BIRC5, IGFBP3, MARCO, MT2A, NNMT, and PGLYRP2 were identified. The survival analysis using the Kaplan-Meier method revealed a significant correlation between the expression levels of BIRC5 and IGFBP3 and the survival of patients diagnosed with HCC.
Keyphrases
- single cell
- rna seq
- high throughput
- poor prognosis
- end stage renal disease
- newly diagnosed
- atrial fibrillation
- chronic kidney disease
- heart rate
- peritoneal dialysis
- prognostic factors
- transcription factor
- long non coding rna
- atomic force microscopy
- blood pressure
- electronic health record
- molecular dynamics
- molecular dynamics simulations
- artificial intelligence
- deep learning
- african american
- liver injury
- patient reported
- mass spectrometry