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

J Am Acad Dermatol. 2021 Feb;84(2):361-369. doi: 10.1016/j.jaad.2020.04.088. Epub 2020 Apr 25.

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.

Keywords: cutaneous squamous cell carcinoma; gene expression profile; metastasis; prognostication; risk.

Publication types

  • Multicenter Study
  • Validation Study

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Biomarkers, Tumor / genetics*
  • Carcinoma, Squamous Cell / diagnosis
  • Carcinoma, Squamous Cell / epidemiology
  • Carcinoma, Squamous Cell / genetics
  • Carcinoma, Squamous Cell / secondary*
  • Female
  • Gene Expression Profiling / methods*
  • Gene Expression Regulation, Neoplastic
  • Humans
  • Kaplan-Meier Estimate
  • Male
  • Middle Aged
  • Neoplasm Staging / methods
  • Predictive Value of Tests
  • Prognosis
  • Prospective Studies
  • Risk Assessment / methods
  • Skin / pathology
  • Skin Neoplasms / diagnosis
  • Skin Neoplasms / epidemiology
  • Skin Neoplasms / genetics
  • Skin Neoplasms / pathology*
  • Survival Rate

Substances

  • Biomarkers, Tumor