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Cross-Platform Identification and Validation of Uveal Melanoma Vitreous Protein Biomarkers.

TitleCross-Platform Identification and Validation of Uveal Melanoma Vitreous Protein Biomarkers.
Publication TypeJournal Article
Year of Publication2023
AuthorsVelez, Gabriel, Wolf Julian, Dufour Antoine, Mruthyunjaya Prithvi, and Mahajan Vinit B.
JournalInvest Ophthalmol Vis Sci
Volume64
Issue14
Pagination14
Date Published2023 Nov 01
ISSN1552-5783
KeywordsAntigens, Neoplasm, Biomarkers, Chromatography, Liquid, Humans, Melanoma, Pilot Projects, Proteomics, Tandem Mass Spectrometry, Uveal Neoplasms
Abstract

PURPOSE: The purpose of this study was to profile protein expression liquid vitreous biopsies from patients with uveal melanoma (UM) using mass spectrometry to identify prognostic biomarkers, signaling pathways, and therapeutic targets.

METHODS: Vitreous biopsies were collected from two cohorts in a pilot study: comparative control eyes with epiretinal membranes (ERM; n = 3) and test eyes with UM (n = 8). Samples were analyzed using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Identified proteins were compared to data from a targeted multiplex ELISA proteomics platform.

RESULTS: A total of 69 significantly elevated proteins were detected in the UM vitreous, including LYVE-1. LC-MS/MS identified 62 significantly upregulated proteins in UM vitreous that were not previously identified by ELISA. Analysis of differential protein expression by tumor molecular classification (gene expression profiling [GEP] and preferentially expressed antigen in melanoma [PRAME]) further identified proteins that correlated with these classifications. Patients with high-risk GEP tumors displayed elevated vitreous expression of HGFR (fold-change [FC] = 2.66E + 03, P value = 0.003) and PYGL (FC = 1.02E + 04, P = 1.72E-08). Patients with PRAME positive tumors displayed elevated vitreous expression of ENPP-2 (FC = 3.21, P = 0.04), NEO1 (FC = 2.65E + 03, P = 0.002), and LRP1 (FC = 5.59E + 02, P value = 0.01). IGF regulatory effectors were highly represented (P value = 1.74E-16). Cross-platform analysis validated seven proteins identified by ELISA and LC-MS/MS.

CONCLUSIONS: Proteomic analysis of liquid biopsies may provide prognostic information supporting gene expression of tumor biopsies. The use of multiple protein detection platforms in the same patient samples increases the sensitivity of candidate biomarker detection and allows for precise characterization of the vitreous proteome.

DOI10.1167/iovs.64.14.14
Alternate JournalInvest Ophthalmol Vis Sci
PubMed ID37955612
PubMed Central IDPMC10653261
Grant ListP30 EY026877 / EY / NEI NIH HHS / United States
R01 EY030151 / EY / NEI NIH HHS / United States
R01 EY031360 / EY / NEI NIH HHS / United States
R01 EY031952 / EY / NEI NIH HHS / United States