In a prospective, multicenter study, the 31-GEP identified patients at increased risk of tumor recurrence and added significant prognostic value to AJCC staging
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Keywords
31-GEP, cutaneous melanoma, prognosis
Abstract
Cutaneous melanoma (CM) guidelines base management decisions on a patient’s American Joint Committee on Cancer (AJCC) tumor stage. However, limitations in staging accuracy suggest additional tools could improve risk-aligned patient management decisions. The 31-gene expression profile (GEP) test identifies patients with CM with low (Class 1A), intermediate (Class 1B/2A), or high (Class 2B) risk for sentinel lymph node (SLN) positivity, recurrence, metastasis, and death. In this multicenter, prospective study, we validated the 31-GEP for risk of recurrence and demonstrated the added value of 31-GEP to AJCC staging.
Patients were included in the prospective CONNECTION study if they were tested with the 31-GEP from 2018 to the present (n=876). Survival was estimated using Kaplan-Meier analysis and 31-GEP stratification tested with the log-rank test. Cox regression was performed to identify predictors of recurrence. ANOVA was used to compare Cox models for the most accurate recurrence prediction.
Patients with a Class 1A result had significantly higher 3-year recurrence-free survival than those with a Class 1B/2A or Class 2B result (98.5% vs. 80.8% vs. 63.0%, p<0.001). The 31-GEP had higher sensitivity (75.0% vs. 37.5%) and negative predictive value (98.6% vs. 96.9%) than AJCC staging. Multivariable analysis demonstrated that Class 1B/2A (hazard ratio, HR=3.12, p=0.037) and Class 2B (HR=5.91, p=0.002) were significant predictors of recurrence in addition to stage IB (HR=4.02, p=0.02), IIA (HR=6.06, p=0.006), IIC (HR=17.14, p<0.001), and III (HR=8.84, p<0.001). Stage IIB (HR=4.63, p=0.057) was not significant. Comparing a staging-only model to a 31-GEP+staging model showed that adding 31-GEP to staging significantly improved prediction accuracy over staging alone (ANOVA: c2=10.58, p=0.005).
In this prospective study, the 31-GEP stratified risk of recurrence, was a significant predictor of recurrence, and added significant predictive value to AJCC staging. The 31-GEP identifies patients at high risk of recurrence who should be managed more intensely, and adding 31-GEP to staging allows better risk-aligned care decisions, which can lead to improved patient outcomes.
References
2. NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines), Cutaneous Melanoma 2024. 2024.
3. Garbe C, et al. JCO. 2022.
4. Barreiro-Capurro A, et al. European Journal of Cancer 2021.
5. Weitemeyer MB, et al. J Surg Oncol 2022.
6. Helvind NM, et al. JAMA Dermatology 2023.
7. Bailey CN, et al. JCO Precis Oncol 2023.
8. Vetto JT, et al. Future Oncol. 2019.
9. Jarell A, et al. Future Oncol 2021.
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