Identification of biomarkers for apoptosis in cancer cell lines using metabolomics: tools for individualized medicine

J Intern Med. 2013 Nov;274(5):425-39. doi: 10.1111/joim.12117.

Abstract

Background: Metabolomics is a versatile unbiased method to search for biomarkers of human disease. In particular, one approach in cancer therapy is to promote apoptosis in tumour cells; this could be improved with specific biomarkers of apoptosis for monitoring treatment. We recently observed specific metabolic patterns in apoptotic cell lines; however, in that study, apoptosis was only induced with one pro-apoptotic agent, staurosporine.

Objective: The aim of this study was to find novel biomarkers of apoptosis by verifying our previous findings using two further pro-apoptotic agents, 5-fluorouracil and etoposide, that are commonly used in anticancer treatment.

Methods: Metabolic parameters were assessed in HepG2 and HEK293 cells using the newborn screening assay adapted for cell culture approaches, quantifying the levels of amino acids and acylcarnitines with mass spectrometry.

Results: We were able to identify apoptosis-specific changes in the metabolite profile. Moreover, the amino acids alanine and glutamate were both significantly up-regulated in apoptotic HepG2 and HEK293 cells irrespective of the apoptosis inducer.

Conclusion: Our observations clearly indicate the potential of metabolomics in detecting metabolic biomarkers applicable in theranostics and for monitoring drug efficacy.

Keywords: apoptosis; biomarkers; cancer; mass spectrometry; metabolomics.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Alanine / analysis
  • Amino Acids / analysis
  • Apoptosis / drug effects
  • Apoptosis / genetics*
  • Biomarkers / metabolism
  • Carnitine / analogs & derivatives
  • Carnitine / analysis
  • Caspase 3 / metabolism
  • Caspase 7 / metabolism
  • Cell Line, Tumor / chemistry
  • Cell Line, Tumor / drug effects
  • Cell Line, Tumor / metabolism*
  • Etoposide / pharmacology
  • Flow Injection Analysis
  • Fluorouracil / pharmacology
  • Glutamic Acid / analysis
  • HEK293 Cells / chemistry
  • HEK293 Cells / drug effects
  • HEK293 Cells / metabolism
  • Hep G2 Cells / chemistry
  • Hep G2 Cells / drug effects
  • Hep G2 Cells / metabolism
  • Humans
  • Metabolomics* / methods
  • Precision Medicine / methods*

Substances

  • Amino Acids
  • Biomarkers
  • acylcarnitine
  • Glutamic Acid
  • Etoposide
  • Caspase 3
  • Caspase 7
  • Alanine
  • Carnitine
  • Fluorouracil