We present in this review the most recent achievement in the application of transcriptomics, proteomics and metabolomics to canine cancer research. The protocols to recover material suitable for omics analyses from formalin-fixed, paraffin-embedded tissues are highlighted, together with the potential of omics in veterinary cancer diagnostics.