Differential Volatile Signatures from Skin, Naevi and Melanoma: A Novel Approach to Detect a Pathological Process
Open Access
- 4 November 2010
- journal article
- research article
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 5 (11) , e13813
Abstract
Early detection of melanoma is of great importance to reduce mortality. Discovering new melanoma biomarkers would improve early detection and diagnosis. Here, we present a novel approach to detect volatile compounds from skin. We used Head Space Solid Phase Micro-Extraction (HS-SPME) and gas chromatography/mass spectrometry (GC/MS) to identify volatile signatures from melanoma, naevi and skin samples. We hypothesized that the metabolic state of tissue alters the profile of volatile compounds. Volatiles released from fresh biopsy tissue of melanoma and benign naevus were compared based on their difference in frequency distribution and their expression level. We also analyzed volatile profiles from frozen tissue, including skin and melanoma. Three volatiles, 4-methyl decane, dodecane and undecane were preferentially expressed in both fresh and frozen melanoma, indicating that they are candidate biomarkers. Twelve candidate biomarkers evaluated by fuzzy logic analysis of frozen samples distinguished melanoma from skin with 89% sensitivity and 90% specificity. Our results demonstrate proof-of-principle that there is differential expression of volatiles in melanoma. Our volatile metabolomic approach will lead to a better understanding of melanoma and can enable development of new diagnostic and treatment strategies based on altered metabolism.Keywords
This publication has 53 references indexed in Scilit:
- Enzyme-Catalyzed Transfer of a Ketone Group from anS-Adenosylmethionine Analogue: A Tool for the Functional Analysis of MethyltransferasesJournal of the American Chemical Society, 2010
- Noninvasive detection of lung cancer by analysis of exhaled breathBMC Cancer, 2009
- Gab2-Mediated Signaling Promotes Melanoma MetastasisThe American Journal of Pathology, 2009
- Metabolomic profiles delineate potential role for sarcosine in prostate cancer progressionNature, 2009
- Analyses of volatile organic compounds from human skinBritish Journal of Dermatology, 2008
- Improving Melanoma Classification by Integrating Genetic and Morphologic FeaturesPLOS Medicine, 2008
- Mass spectrometry‐based metabolomicsMass Spectrometry Reviews, 2006
- BRAFE600-associated senescence-like cell cycle arrest of human naeviNature, 2005
- Investigation of volatile biomarkers in lung cancer blood using solid-phase microextraction and capillary gas chromatography?mass spectrometryJournal of Chromatography B, 2004
- Monitoring of nevus density in children as a method to detect shifts in melanoma risk in the populationPreventive Medicine, 2004