1H-NMR-based metabolomics reveals the biomarker panel and molecular mechanism of hepatocellular carcinoma progression

Anal Bioanal Chem. 2022 Feb;414(4):1525-1537. doi: 10.1007/s00216-021-03768-9. Epub 2022 Jan 13.

Abstract

Hepatocellular carcinoma (HCC) is one of the most extensive and most deadly cancers in the world. Biomarkers for early diagnosis of HCC are still lacking, and noninvasive and effective biomarkers are urgently needed. Metabolomics is committed to studying the changes of metabolites under stimulation, and provides a new approach for discovery of potential biomarkers. In the current work, 1H nuclear magnetic resonance (NMR) metabolomics approach was utilized to explore the potential biomarkers in HCC progression, and the biomarker panel was evaluated by receiver operating characteristic (ROC) curve analyses. Our results revealed that a biomarker panel consisting of hippurate, creatinine, putrescine, choline, and taurine might be involved in HCC progression. Functional pathway analysis showed that taurine and hypotaurine metabolism is markedly involved in the occurrence and development of HCC. Furthermore, our results indicated that the TPA activity and the level and expression of PKM2 were gradually increased in HCC progression. This research provides a scientific basis for screening potential biomarkers of HCC.

Keywords: Hepatocellular carcinoma; Metabolomics; Molecular mechanism; Progressive biomarkers.

MeSH terms

  • Animals
  • Biomarkers, Tumor / analysis*
  • Biomarkers, Tumor / blood
  • Biomarkers, Tumor / metabolism
  • Biomarkers, Tumor / urine
  • Carcinoma, Hepatocellular / chemically induced
  • Carcinoma, Hepatocellular / metabolism*
  • Carcinoma, Hepatocellular / pathology
  • Diethylnitrosamine / toxicity
  • Liver Neoplasms / chemically induced
  • Liver Neoplasms / metabolism*
  • Liver Neoplasms / pathology
  • Male
  • Metabolic Networks and Pathways
  • Metabolomics / methods*
  • Multivariate Analysis
  • Proton Magnetic Resonance Spectroscopy / methods*
  • ROC Curve
  • Rats
  • Rats, Sprague-Dawley
  • Reproducibility of Results

Substances

  • Biomarkers, Tumor
  • Diethylnitrosamine