Identification of high-risk cutaneous melanoma tumors is improved when combining the online American Joint Committee on Cancer Individualized Melanoma Patient Outcome Prediction Tool with a 31-gene expression profile–based classification

Laura K. Ferris*, Aaron S. Farberg, Brooke Middlebrook, Clare E. Johnson, Natalie Lassen, Kristen M. Oelschlager, Derek J. Maetzold, Robert W. Cook, Darrell S. Rigel, Pedram Gerami

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

26 Scopus citations

Abstract

Background A significant proportion of patients with American Joint Committee on Cancer (AJCC)-defined early-stage cutaneous melanoma have disease recurrence and die. A 31-gene expression profile (GEP) that accurately assesses metastatic risk associated with primary cutaneous melanomas has been described. Objective We sought to compare accuracy of the GEP in combination with risk determined using the web-based AJCC Individualized Melanoma Patient Outcome Prediction Tool. Methods GEP results from 205 stage I/II cutaneous melanomas with sufficient clinical data for prognostication using the AJCC tool were classified as low (class 1) or high (class 2) risk. Two 5-year overall survival cutoffs (AJCC 79% and 68%), reflecting survival for patients with stage IIA or IIB disease, respectively, were assigned for binary AJCC risk. Results Cox univariate analysis revealed significant risk classification of distant metastasis-free and overall survival (hazard ratio range 3.2-9.4, P < .001) for both tools. In all, 43 (21%) cases had discordant GEP and AJCC classification (using 79% cutoff). Eleven of 13 (85%) deaths in that group were predicted as high risk by GEP but low risk by AJCC. Limitations Specimens reflect tertiary care center referrals; more effective therapies have been approved for clinical use after accrual. Conclusions The GEP provides valuable prognostic information and improves identification of high-risk melanomas when used together with the AJCC online prediction tool.

Original languageEnglish (US)
Pages (from-to)818-825.e3
JournalJournal of the American Academy of Dermatology
Volume76
Issue number5
DOIs
StatePublished - May 2017

Keywords

  • American Joint Committee on Cancer
  • cutaneous melanoma
  • gene expression profile
  • metastasis
  • prognosis
  • staging

ASJC Scopus subject areas

  • Dermatology

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