Clinical and metabolomics analysis of hepatocellular carcinoma patients with diabetes mellitus

Metabolomics. 2019 Nov 26;15(12):156. doi: 10.1007/s11306-019-1619-x.

Abstract

Introduction: Diabetes and cancer are among the most frequent causes of death worldwide. Recent epidemiological findings have indicated a link between diabetes and cancer in several organs, particularly the liver. A number of epidemiological studies have demonstrated that diabetes is an established independent risk factor for hepatocellular carcinoma (HCC). However, the metabolites connecting diabetes and HCC remains less well understood.

Objectives: The study aimed to identify clinical and metabolomics differences of HCC from patients with/without diabetes using comprehensive global metabolomics analysis.

Methods: Metabolite profiling was conducted with the Metabolon platform for 120 human diabetes/non-diabetes HCC tumor/normal tissues. Standard statistical analyses were performed using the Partek Genomics Suite on log-transformed data. Principal component analysis (PCA) was conducted using all and dysregulated metabolites.

Results: We identified a group of metabolites that are differentially expressed in the tumor tissues of diabetes HCC compared to non-diabetes HCC patients. Meanwhile, we also identified a group of metabolites that are differentially expressed in the matched normal liver tissues of diabetes HCC compared to non-diabetes HCC patients. Some metabolites are consistently dysregulated in the tumor or matched normal tissues of HCC with or without diabetes. However, some metabolites, including 2-hydroxystearate, were only overexpressed in the tumor tissues of HCC with diabetes and associated with the glucose level.

Conclusion: Metabolic profiling identifies distinct dysregulated metabolites in HCC patients with/without diabetes.

Keywords: Diabetes; Hepatocellular carcinoma; Metabolites; Metabolomics; Principal component analysis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Biomarkers, Tumor / metabolism
  • Carcinoma, Hepatocellular / complications
  • Carcinoma, Hepatocellular / metabolism*
  • China
  • Diabetes Mellitus / metabolism*
  • Female
  • Humans
  • Liver / metabolism
  • Liver Cirrhosis / metabolism
  • Liver Neoplasms / metabolism
  • Male
  • Metabolome / physiology
  • Metabolomics / methods
  • Middle Aged
  • Principal Component Analysis / methods
  • Risk Factors

Substances

  • Biomarkers, Tumor