Invasive melanoma in vivo can be distinguished from basal cell carcinoma, benign naevi and healthy skin by canine olfaction: a proof-of-principle study of differential volatile organic compound emission

Br J Dermatol. 2016 Nov;175(5):1020-1029. doi: 10.1111/bjd.14887. Epub 2016 Sep 11.

Abstract

Background: Volatile organic compounds (VOCs) are continuously released by the body during normal metabolic processes, but their profiles change in the presence of cancer. Robust evidence that invasive melanoma in vivo emits a characteristic VOC signature is lacking.

Objectives: To conduct a canine olfactory, proof-of-principle study to investigate whether VOCs from invasive melanoma are distinguishable from those of basal cell carcinoma (BCC), benign naevi and healthy skin in vivo.

Methods: After a 13-month training period, the dog's ability to discriminate melanoma was evaluated in 20 double-blind tests, each requiring selection of one melanoma sample from nine controls (three each of BCC, naevi and healthy skin; all samples new to the dog).

Results: The dog correctly selected the melanoma sample on nine (45%) occasions (95% confidence interval 0·23-0·68) vs. 10% expected by chance alone. A one-sided exact binomial test gave a P-value of < 0·01, supporting the hypothesis that samples were not chosen at random but that some degree of VOC signal from the melanoma samples significantly increased the probability of their detection. Use of a discrete-choice model confirmed melanoma as the most influential of the recorded medical/personal covariates in determining the dog's choice of sample. Accuracy rates based on familiar samples during training were not a reliable indicator of the dog's ability to distinguish melanoma, when confronted with new, unknown samples.

Conclusions: Invasive melanoma in vivo releases odorous VOCs distinct from those of BCC, benign naevi and healthy skin, adding to the evidence that the volatile metabolome of melanoma contains diagnostically useful biomarkers.

Publication types

  • Evaluation Study

MeSH terms

  • Adult
  • Aged
  • Animals
  • Biomarkers, Tumor / analysis
  • Carcinoma in Situ / diagnosis*
  • Case-Control Studies
  • Dogs
  • Double-Blind Method
  • Female
  • Humans
  • Male
  • Melanoma / diagnosis*
  • Middle Aged
  • Neoplasm Invasiveness
  • Nevus, Pigmented / diagnosis*
  • Skin Neoplasms / diagnosis*
  • Smell*
  • Volatile Organic Compounds / analysis

Substances

  • Biomarkers, Tumor
  • Volatile Organic Compounds