High EIF4E2 expression is an independent prognostic risk factor for poor overall survival and recurrence-free survival in uveal melanoma
- PMID: 33785306
- DOI: 10.1016/j.exer.2021.108558
High EIF4E2 expression is an independent prognostic risk factor for poor overall survival and recurrence-free survival in uveal melanoma
Abstract
Uveal melanoma (UM), as the most common primary intraocular carcinoma, is a relatively rare but lethal tumor. Upregulated eukaryotic translation initiation factor 4E family member 2 (EIF4E2) promotes the progression of multiple human carcinomas. However, its role remains unclear in UM. To identify the prognostic value of EIF4E2 in UM, we downloaded RNA-sequencing data along with clinical information from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets. EIF4E2 mRNA was significantly increased in three different subgroups in the TCGA-UM dataset. High mRNA expression was correlated with shorter overall survival (OS) and shorter recurrence-free survival (RFS). Moreover, we constructed a prognostic signature using Cox regression analyses in our training cohort TCGA-UM dataset as follows: risk score = 0.04335 × Age +0.49639 × expression of EIF4E2. Based on the risk score, each patient was classified as high-risk or low-risk. Additional survival analyses suggested that patients in the high-risk score group had an unfavorable OS compared with patients in the low-risk score group, which was validated in two external GEO datasets, including GSE84976 and GSE22138. Functional enrichment analysis demonstrated that UM was correlated with hypoxia-related functions. Gene set enrichment analysis (GSEA) indicated significant enrichments of the p53 and Notch pathways. In addition, EIF4E2 was genetically altered in 12.5% (10/80) of UM patients. Epigenetically, higher expression of cg03852847 was correlated with longer OS and longer RFS. In conclusion, our findings demonstrated that high EIF4E2 expression is an independent prognostic risk factor for UM patients. EIF4E2 might play an important role in hypoxia-related signaling pathways during UM progression. Both genetic and epigenetic alterations may contribute to UM pathogenesis. These findings could offer individualized clinical prognostication and potential novel treatment targets for UM patients.
Keywords: EIF4E2; GEO; Prognosis; TCGA; Uveal melanoma.
Copyright © 2021 Elsevier Ltd. All rights reserved.
Similar articles
-
Integrated analyses identify potential prognostic markers for uveal melanoma.Exp Eye Res. 2019 Oct;187:107780. doi: 10.1016/j.exer.2019.107780. Epub 2019 Aug 27. Exp Eye Res. 2019. PMID: 31469983
-
Identification and validation of a CCL18-related signature for prediction of overall survival in patients with uveal melanoma.Exp Eye Res. 2023 May;230:109448. doi: 10.1016/j.exer.2023.109448. Epub 2023 Mar 24. Exp Eye Res. 2023. PMID: 36967081
-
A Comprehensive Prognostic and Immunological Analysis of a Six-Gene Signature Associated With Glycolysis and Immune Response in Uveal Melanoma.Front Immunol. 2021 Sep 22;12:738068. doi: 10.3389/fimmu.2021.738068. eCollection 2021. Front Immunol. 2021. PMID: 34630418 Free PMC article.
-
Extracellular vesicles in uveal melanoma - Biological roles and diagnostic value.Cancer Lett. 2025 Apr 10;615:217531. doi: 10.1016/j.canlet.2025.217531. Epub 2025 Feb 4. Cancer Lett. 2025. PMID: 39914771 Review.
-
Prognostication of uveal melanoma is simple and highly predictive using The Cancer Genome Atlas (TCGA) classification: A review.Indian J Ophthalmol. 2019 Dec;67(12):1959-1963. doi: 10.4103/ijo.IJO_1589_19. Indian J Ophthalmol. 2019. PMID: 31755428 Free PMC article. Review.
Cited by
-
N7-methylguanosin regulators-mediated methylation modification patterns and characterization of the immune microenvironment in lower-grade glioma.Eur J Med Res. 2023 Mar 30;28(1):144. doi: 10.1186/s40001-023-01108-4. Eur J Med Res. 2023. PMID: 36998056 Free PMC article.
-
Extraction and Prioritization of a Gene-Cancer-By-Survival Network Involved in Homeostasis of Intracellular Calcium Concentrations Using TCGA PANCAN Data.Bioelectricity. 2022 May 26;4(2):92-102. doi: 10.1089/bioe.2022.0013. eCollection 2022 May. Bioelectricity. 2022. PMID: 39350776 Free PMC article.
-
Predicting the risk of primary Sjögren's syndrome with key N7-methylguanosine-related genes: A novel XGBoost model.Heliyon. 2024 May 16;10(10):e31307. doi: 10.1016/j.heliyon.2024.e31307. eCollection 2024 May 30. Heliyon. 2024. PMID: 38803884 Free PMC article.
-
The pattern of expression and prognostic value of key regulators for m7G RNA methylation in hepatocellular carcinoma.Front Genet. 2022 Sep 2;13:894325. doi: 10.3389/fgene.2022.894325. eCollection 2022. Front Genet. 2022. PMID: 36118897 Free PMC article.
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Research Materials
Miscellaneous