A metabolomics investigation of non-genotoxic carcinogenicity in the rat

Zsuzsanna Ament1, Claire L Waterman, James A West

  • 1Medical Research Council Human Nutrition Research (MRC HNR), Elsie Widdowson Laboratory , 120 Fulbourn Road, Cambridge CB1 9NL, U.K. , The Department of Biochemistry, University of Cambridge , 80 Tennis Court Road, Cambridge CB2 1GA, U.K. , and Cambridge Systems Biology Centre (CSBC), University of Cambridge , Cambridge CB2 1QR, U.K.

Insights

Metabolomics and lipidomics can identify non-genotoxic carcinogens (NGCs) by detecting specific metabolic changes. This approach offers a faster, more cost-effective alternative to traditional animal bioassays for screening carcinogenic potential.

Area of Science:

  • Toxicology
  • Metabolomics
  • Carcinogenesis

Background:

  • Non-genotoxic carcinogens (NGCs) promote cancer via gene expression changes, not DNA mutation, evading standard mutagenesis assays.
  • Current identification relies on lengthy, costly, and debated rat/mouse long-term bioassays.
  • Biomarkers for carcinogenic potential exist, but definitive NGC identification remains challenging.

Purpose of the Study:

  • To evaluate metabolomics and lipidomics for profiling perturbations caused by known rat non-genotoxic hepatocarcinogens (NGCs) and non-hepatocarcinogens (non-NGCs).
  • To assess the potential of metabolic profiling for early screening of non-genotoxic carcinogenic potential.
  • To differentiate NGCs from non-NGCs using metabolic signatures.

Main Methods:

  • Ten compounds (NGCs, non-NGCs, and a genotoxic hepatocarcinogen) were administered to male Fisher 344 rats at maximum tolerated doses for 7, 28, and 91 days.
  • Liver metabolite concentrations were profiled using metabolomics and lipidomics, alongside pathology and clinical chemistry.
  • Leave-one-out cross-validation was used to measure predictive ability for differentiating NGCs from non-NGCs.

Main Results:

  • Liver metabolite changes effectively differentiated treated groups across time points.
  • Peroxisome proliferator activated receptor alpha (PPAR-α) agonists significantly influenced metabolic profiles.
  • Metabolic profiling achieved 87% and 77% predictive accuracy for NGCs and non-NGCs, respectively, after 28 days.
  • Discriminatory metabolites included free fatty acids, phospholipids, triacylglycerols, eicosanoid precursors, and reactive oxygen species products.

Conclusions:

  • Metabolic profiling can identify xenobiotic pharmacological modes of action and detect inflammation, proliferation, and oxidative stress.
  • This approach shows promise for early screening of non-genotoxic carcinogenic potential, offering an alternative to traditional bioassays.
  • Specific metabolic signatures, including lipid profiles, can effectively distinguish between different classes of carcinogens.

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