# Polygenic Risk Score Analysis of 37 SNPs Associated with Melanoma Risk in Colombian Population

**Authors:** David Tovar-Parra, Luz Dary Gutiérrez-Castañeda

PMC · DOI: 10.3390/ijms26104674 · International Journal of Molecular Sciences · 2025-05-14

## TL;DR

This study analyzed 37 genetic variants in a Colombian population to assess melanoma risk using polygenic risk scores and found a clear risk gradient with specific genes and traits linked to higher risk.

## Contribution

The study introduces a PRS model for melanoma risk in a Latin American population, identifying key genetic and phenotypic factors specific to this cohort.

## Key findings

- 31.8% of melanoma cases were in the highest-risk PRS quartile (Q4) with a maximum PRS of 1.04.
- Variants in TYR, TYRP1, CDKN2A, and HERC2 significantly contributed to melanoma risk.
- A protective haplotype in the OCA2-HERC2 region was identified among males.

## Abstract

Melanoma incidence is increasing, with distinct genetic and clinical patterns observed in the Latin American population. This study aimed to evaluate melanoma risk in a Colombian cohort through polygenic risk analysis using 37 variants across nine genes previously associated with melanoma. We performed polygenic risk score (PRS) analysis on 85 melanoma patients and 165 controls. Genotyping was performed for 37 melanoma-associated SNPs, and on the basis of previous GWAS reports, individual PRSs were calculated for each participant. The participants were then stratified into quartiles to examine risk gradients. In addition, phenotypic features such as eye and hair color were evaluated, and genetic models and haplotype analyses were performed, adjusting for sex and family history of cancer. PRS quartile stratification revealed a clear risk gradient. Notably, 31.8% of the melanoma cases were clustered in the highest-risk quartile (Q4), with a maximum PRS of 1.04. Variants in TYR, TYRP1, CDKN2A, and HERC2 significantly contributed to risk, and light brown eye and hair colors were strongly associated with increased melanoma risk. Moreover, a protective haplotype in the OCA2-HERC2 region was identified among males. The integration of the PRS with clinical and phenotypic factors has potential for improving melanoma risk stratification in the Colombian population, warranting further investigation in larger, diverse cohorts.

## Linked entities

- **Genes:** TYR (tyrosinase) [NCBI Gene 7299], TYRP1 (tyrosinase related protein 1) [NCBI Gene 7306], CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029], HERC2 (HECT and RLD domain containing E3 ubiquitin protein ligase 2) [NCBI Gene 8924], OCA2 (OCA2 melanosomal transmembrane protein) [NCBI Gene 4948]
- **Diseases:** melanoma (MONDO:0005105)

## Full-text entities

- **Genes:** TYRP1 (tyrosinase related protein 1) [NCBI Gene 7306] {aka CAS2, CATB, GP75, OCA3, TRP, TRP1}, HERC2 (HECT and RLD domain containing E3 ubiquitin protein ligase 2) [NCBI Gene 8924] {aka D15F37S1, MRT38, SHEP1, jdf2, p528}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}
- **Diseases:** Melanoma (MESH:D008545), cancer (MESH:D009369)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

59 references — full list in the complete paper: https://tomesphere.com/paper/PMC12112468/full.md

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Source: https://tomesphere.com/paper/PMC12112468