Abstract 3791: A prognostic signature based on inherited genetic polymorphisms for patients with uveal melanoma

Abstract Introduction: Uveal melanoma (UM) is the most frequent eye malignancy in adults. Two UM subtypes exist, defined by Gene Expression Profiling or by genomic status: GEP class 1/disomy 3 [D3] and GEP class 2/monosomy 3 [M3] defining low-risk or high-risk of developing metastasis, respectively. However, these prognostic signatures require tumor samples, which may be difficult to obtain. We previously identified by a genome-wide association study (GWAS) frequent single nucleotide polymorphisms (SNP) in IRF4 and HERC2 associated with risk for D3 or M3 UM, respectively (1). Here, we aim to design a prognostic signature for the D3 and M3 UM subtypes based on these constitutive polymorphisms, available from blood samples. Experimental Procedures: We used the GWAS cohort of 1476 UM patients genotyped on GSA or Omni5. Risk SNPs coupled with clinical variables were used on a cohort of 497 UM patients (191 D3, 306 M3) in a statistical machine learning process to define a predictive signature of UM subtype. A cohort of 852 UM patients was used for validation. Results: We retained two SNPs, rs12203592 (in IRF4) and rs12913832 (in HERC2), tumor diameter and thickness, age at diagnosis and gender. We validated the predictive model in the validation cohort. The predicted high-risk group showed a decrease in time to relapse (TR) (HR: 3.72 [2.57 - 5.41], logrank p-value = 1.35E-15), overall survival (OS) (HR: 3.85 [2.58 - 5.73], logrank p-value = 1.24E-14) and progression-free-survival (PFS) (HR: 3.61 [2.32 - 5.61], logrank p-value = 6.55E-11), compared with the predicted low-risk group. Conclusion: Common germline polymorphisms contribute to the prediction of metastatic risk in patients with localized uveal melanoma. This information could be especially useful when access to the tumor is problematic. 1. Mobuchon et al, J Natl Cancer Inst, 114, 2, (2022) Citation Format: Thibault Verrier, Anaïs Le Ven, Alexandre Houy, Agathe Garcia, Pierron Gaelle, Nathalie Cassoux, Manuel Rodrigues, Josselin Noirel, Marc-Henri Stern. A prognostic signature based on inherited genetic polymorphisms for patients with uveal melanoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 3791.