Identification of patients at risk of metastasis using a prognostic 31-gene expression profile in subpopulations of melanoma patients with favorable outcomes by standard criteria

Brian R. Gastman, Pedram Gerami, Sarah J. Kurley, Robert W. Cook, Sancy Leachman, John T. Vetto

Research output: Contribution to journalArticlepeer-review

67 Scopus citations

Abstract

Background: A substantial number of patients who relapse and die from cutaneous melanoma (CM) are categorized as being at low risk by traditional staging factors. The 31-gene expression profile (31-GEP) test independently stratifies metastatic risk of patients with CM as low (Class 1, with 1A indicating lowest risk) or high (Class 2,with 2B indicating highest risk). Objective: To assess risk prediction by the 31-GEP test within 3 low-risk (according to the American Joint Committee on Cancer) populations of patients with CM: those who are sentinel lymph node (SLN) negative, those with stage I to IIA tumors, and those with thin (≤1 mm [T1]) tumors. Methods: A total of 3 previous validation studies provided a nonoverlapping cohort of 690 patients with 31-GEP results, staging information, and survival outcomes. Kaplan-Meier and Cox regression analysis were performed. Results: The results included the identification of 70% of SLN-negative patients who experienced metastasis as Class 2, the discovery of reduced recurrence-free survival for patients with thin tumors and Class 2B biology compared with that of those with Class 1A biology (P <.0001); and determination of the 31-GEP test as an independent predictor of risk compared with traditional staging factors in patients with stage I to IIA tumors. Limitations: Diagnoses spanned multiple versions of pathologic staging criteria. Conclusions: The 31-GEP test identifies high-risk patients who are likely to experience recurrence or die of melanoma within low-risk groups of subpopulations of patients with CM who have SLN-negative disease, stage I to IIA tumors, and thin tumors.

Original languageEnglish (US)
Pages (from-to)149-157.e4
JournalJournal of the American Academy of Dermatology
Volume80
Issue number1
DOIs
StatePublished - Jan 2019

Keywords

  • cutaneous melanoma
  • gene expression profile
  • metastasis
  • prognosis
  • recurrence
  • risk
  • staging
  • survival

ASJC Scopus subject areas

  • Dermatology

Fingerprint

Dive into the research topics of 'Identification of patients at risk of metastasis using a prognostic 31-gene expression profile in subpopulations of melanoma patients with favorable outcomes by standard criteria'. Together they form a unique fingerprint.

Cite this