Abstract 3615
Background
As primary cutaneous melanoma patients with a positive sentinel lymph node (SLN, stage III) are now considered candidates for adjuvant systemic therapy, a SLN biopsy (SLNB) is indicated in more patients. However, SLNB is an invasive procedure and is negative in approximately 80% of patients. Therefore, there is a need for a non-invasive test to accurately identify patients with primary cutaneous melanoma without nodal metastases. Here we describe the first independent validation of a recently developed CP-GEP model to predict nodal metastasis. This risk model combines Breslow thickness, age, and gene expression variables from the primary melanoma.
Methods
This study focused on all patients >18 years who underwent a SLNB at the Erasmus Medical Center (between January 2007 and December 2017), within 90 days after diagnosis of primary cutaneous melanoma. Total RNA was extracted from formalin-fixed paraffin-embedded (FFPE) primary cutaneous melanomas, reversed transcribed into cDNA and subsequently analyzed for the expression of 8 target genes involved in melanoma metastasis (ITGB3, PLAT, SERPINE2, GDF15, TGFBR1, LOXL4, IL8, MLANA) using an optimized qPCR protocol.
Results
FFPE tissue samples from 211 patients were analyzed using the CP-GEP model. At diagnosis, the median age was 55 years (interquartile range [IQR] 45-65), and the median Breslow thickness was 2.1mm (IQR 1.4-3.4). Most patients presented with a T2 or T3 melanoma, accounting for 94 and 70 patients, respectively. Overall, 27.5% of patients had a positive SLN. The CP-GEP model had a negative predictive value (NPV) of 89.4%. In patients with stage T1-T2 melanoma, the model was able to achieve an SLNB reduction rate of 40.1% with an NPV of 90.7%.
Conclusions
The CP-GEP model is a non-invasive and validated tool that is able to predict nodal metastasis in an independent Dutch population. Consequently, this risk model is able to accurately identify patients with primary cutaneous melanoma that can safely forego SLNB. Therefore, the CP-GEP model is a promising tool for patient care, preventing unnecessary surgery in the majority of patients.
Clinical trial identification
Editorial acknowledgement
Legal entity responsible for the study
Erasmus University Medical Center, Department of Dermatology.
Funding
SkylineDx.
Disclosure
J.T. Dwarkasing: Shareholder / Stockholder / Stock options, Full / Part-time employment: SkylineDx BV. D. Tempel: Shareholder / Stockholder / Stock options, Full / Part-time employment: SkylineDx BV. L. Bosman: Shareholder / Stockholder / Stock options, Full / Part-time employment: SkylineDx. A.A.M. Van der Veldt: Advisory / Consultancy: BMS; Advisory / Consultancy: MSD; Advisory / Consultancy: Roche; Advisory / Consultancy: Novartis; Advisory / Consultancy: Pierre Fabre; Advisory / Consultancy: Pfizer; Advisory / Consultancy: Sanofi; Advisory / Consultancy: Ipsen. All other authors have declared no conflicts of interest.
Resources from the same session
3628 - Predictive model for survival in advanced non-small-cell lung cancer (NSCLC) treated with frontline pembrolizumab
Presenter: Xabier Mielgo Rubio
Session: Poster Display session 3
Resources:
Abstract
5705 - External validation and longitudinal extension of the LIPI (Lung Immune Prognostic Index) for immunotherapy outcomes in advanced non-small cell lung cancer.
Presenter: Jakob Riedl
Session: Poster Display session 3
Resources:
Abstract
5758 - Changes of TCR Repertoire in Metastatic Renal Cell Carcinoma and Metastatic Melanoma Patients Treated with Nivolumab
Presenter: Martin Klabusay
Session: Poster Display session 3
Resources:
Abstract
1743 - Expression of MHC class I, HLA-A and HLA-B identifies immune activated breast tumors with favorable outcome
Presenter: María Del Mar Noblejas López
Session: Poster Display session 3
Resources:
Abstract
2219 - Prognostic Significance of Tumor Tissue NeuGcGM3 Ganglioside Expression and Predictive Value of Circulating Tumor Cell Count Monitoring in Patients Receiving Racotumomab Immunotherapy
Presenter: Necdet Üskent
Session: Poster Display session 3
Resources:
Abstract
2996 - Evolution of Myeloid-Derived Suppressor Cells and Objective Response Rate in Relapsed/Refractory Diffuse Large B Cell Lymphoma (R/R DLBCL) patients after receiving immunotherapy
Presenter: Carlos Jiménez Cortegana
Session: Poster Display session 3
Resources:
Abstract
2110 - A Phase Ia/Ib trial of the anti-programmed death-ligand 1 (PD-L1) human monoclonal antibody (mAb), CS1001, in patients (pts) with advanced solid tumors or lymphomas
Presenter: Lin Shen
Session: Poster Display session 3
Resources:
Abstract
3515 - Results from a randomised Phase 1/2 trial evaluating the safety and antitumour activity of anti-PD-1 (MEDI0680)/anti-PD-L1 (durvalumab) vs anti-PD-1 (nivolumab) alone in metastatic clear cell renal cell carcinoma (ccRCC)
Presenter: Martin Voss
Session: Poster Display session 3
Resources:
Abstract
3566 - Pembrolizumab in Advanced Rare Cancers
Presenter: Aung Naing
Session: Poster Display session 3
Resources:
Abstract
3567 - High clinical benefit rates of pembrolizumab in very rare sarcoma histotypes: first results of the AcSé Pembrolizumab study
Presenter: Jean-Yves Blay
Session: Poster Display session 3
Resources:
Abstract