Transcriptomic Analysis of Metastatic Uveal Melanoma and Differences in Male and Female Patients

Cancer Genomics Proteomics. 2024 Jul-Aug;21(4):350-360. doi: 10.21873/cgp.20452.

Abstract

Background/aim: Uveal melanoma is an ocular malignancy whose prognosis severely worsens following metastasis. In order to improve the understanding of molecular physiology of metastatic uveal melanoma, we identified genes and pathways implicated in metastatic vs non-metastatic uveal melanoma.

Patients and methods: A previously published dataset from Gene Expression Omnibus (GEO) was used to identify differentially expressed genes between metastatic and non-metastatic samples as well as to conduct pathway and perturbagen analyses using Gene Set Enrichment Analysis (GSEA), EnrichR, and iLINCS.

Results: In male metastatic uveal melanoma samples, the gene LOC401052 is significantly down-regulated and FHDC1 is significantly up-regulated compared to non-metastatic male samples. In female samples, no significant differently expressed genes were found. Additionally, we identified many significant up-regulated immune response pathways in male metastatic uveal melanoma, including "T cell activation in immune response". In contrast, many top up-regulated female pathways involve iron metabolism, including "heme biosynthetic process". iLINCS perturbagen analysis identified that both male and female samples have similar discordant activity with growth factor receptors, but only female samples have discordant activity with progesterone receptor agonists.

Conclusion: Our results from analyzing genes, pathways, and perturbagens demonstrate differences in metastatic processes between sexes.

Keywords: Metastasis; RNA Seq; bioinformatics; melanoma; uvea.

MeSH terms

  • Female
  • Gene Expression Profiling*
  • Gene Expression Regulation, Neoplastic
  • Humans
  • Male
  • Melanoma* / genetics
  • Melanoma* / metabolism
  • Melanoma* / pathology
  • Neoplasm Metastasis
  • Sex Factors
  • Transcriptome
  • Uveal Neoplasms* / genetics
  • Uveal Neoplasms* / metabolism
  • Uveal Neoplasms* / pathology

Supplementary concepts

  • Uveal melanoma