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Validation of a 40-gene expression profile test to predict metastatic risk in localized high-risk cutaneous squamous cell carcinoma

  • Ashley Wysong
  • , Jason G. Newman
  • , Kyle R. Covington
  • , Sarah J. Kurley
  • , Sherrif F. Ibrahim
  • , Aaron S. Farberg
  • , Anna Bar
  • , Nathan J. Cleaver
  • , Ally Khan Somani
  • , David Panther
  • , David G. Brodland
  • , John Zitelli
  • , Jennifer Toyohara
  • , Ian A. Maher
  • , Yang Xia
  • , Kristin Bibee
  • , Robert Griego
  • , Darrell S. Rigel
  • , Kristen Meldi Plasseraud
  • , Sarah Estrada
  • Lauren Meldi Sholl, Clare Johnson, Robert W. Cook, Chrysalyne D. Schmults, Sarah T. Arron

Research output: Contribution to journalArticlepeer-review

Abstract

Background: Current staging systems for cutaneous squamous cell carcinoma (cSCC) have limited positive predictive value for identifying patients who will experience metastasis. Objective: To develop and validate a gene expression profile (GEP) test for predicting risk for metastasis in localized, high-risk cSCC with the goal of improving risk-directed patient management. Methods: Archival formalin-fixed paraffin-embedded primary cSCC tissue and clinicopathologic data (n = 586) were collected from 23 independent centers in a prospectively designed study. A GEP signature was developed using a discovery cohort (n = 202) and validated in a separate, nonoverlapping, independent cohort (n = 324). Results: A prognostic 40-GEP test was developed and validated, stratifying patients with high-risk cSCC into classes based on metastasis risk: class 1 (low risk), class 2A (high risk), and class 2B (highest risk). For the validation cohort, 3-year metastasis-free survival rates were 91.4%, 80.6%, and 44.0%, respectively. A positive predictive value of 60% was achieved for the highest-risk group (class 2B), an improvement over staging systems, and negative predictive value, sensitivity, and specificity were comparable to staging systems. Limitations: Potential understaging of cases could affect metastasis rate accuracy. Conclusion: The 40-GEP test is an independent predictor of metastatic risk that can complement current staging systems for patients with high-risk cSCC.

Original languageEnglish (US)
Pages (from-to)361-369
Number of pages9
JournalJournal of the American Academy of Dermatology
Volume84
Issue number2
DOIs
StatePublished - Feb 2021
Externally publishedYes

Keywords

  • cutaneous squamous cell carcinoma
  • gene expression profile
  • metastasis
  • prognostication
  • risk

ASJC Scopus subject areas

  • Dermatology

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