Circadian Rhythm Disruption in Hepatocellular Carcinoma Investigated by Integrated Analysis of Bulk and Single-Cell RNA Sequencing Data

Int J Mol Sci. 2024 May 25;25(11):5748. doi: 10.3390/ijms25115748.

Abstract

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.

Keywords: bulk RNA-seq; circadian rhythm disruption; hepatocellular carcinoma (HCC); scRNA-seq.

MeSH terms

  • Carcinoma, Hepatocellular* / genetics
  • Carcinoma, Hepatocellular* / metabolism
  • Carcinoma, Hepatocellular* / pathology
  • Circadian Rhythm* / genetics
  • Gene Expression Profiling
  • Gene Expression Regulation, Neoplastic*
  • Humans
  • Insulin-Like Growth Factor Binding Protein 3
  • Liver Neoplasms* / genetics
  • Liver Neoplasms* / metabolism
  • Liver Neoplasms* / pathology
  • Sequence Analysis, RNA*
  • Single-Cell Analysis*
  • Survivin* / genetics
  • Survivin* / metabolism
  • Transcriptome

Substances

  • Survivin
  • BIRC5 protein, human
  • IGFBP3 protein, human
  • Insulin-Like Growth Factor Binding Protein 3