Purpose
With the rising incidence of melanoma, more patients are undergoing surveillance for disease recurrence. Our purpose was to study levels of proteins that might be secreted in the blood of patients with metastatic melanoma that can be used for monitoring these individuals.
Methods
Genome-wide gene expression data were used to identify abundantly expressed genes in melanoma cells that encode for proteins likely to be present in the blood of cancer patients based on high expression levels in tumors. ELISA assays were employed to measure proteins in plasma of 216 individuals; 108 metastatic melanoma patients and 108 age- and gender-matched patients with resected stage I/II disease split into equal-sized training and test cohorts.
Results
Levels of seven markers, CEACAM, ICAM-1, osteopontin, MIA, GDF-15, TIMP-1 and S100B, were higher in patients with unresected stage IV disease than in patients with resected stage I/II disease. 81% of the stage I/II patients in the training set had no marker elevation, whereas 69% of the stage IV patients had elevation of at least one marker (p<0.0001). Receiver operating characteristic curves for the markers in combination in these two patient populations had an AUC of 0.79 in the training set, 0.8 in the test set. A CART model developed in the training set further improved the AUC in the test set to 0.898.
Conclusions
Plasma markers, particularly when assessed in combination, can be used to monitor patients for disease recurrence and can compliment currently used LDH and imaging studies; prospective validation is warranted.