Multi-omics data reveal B cell regulated immune heterogeneity of MIF signaling pathway in uveal melanoma

Li He-Yan, Dong Li, Liu Yue-Ming, Wei Wen-Bin

Journal:Cancer Cell International

IF:7

DOI:10.1186/s12935-026-04257-8

PMID:

Published:2026-03-16

research field:肿瘤学分子生物学生物信息学精准医学免疫学

Abstract

Background Tebentafusp, a T-cell receptor (TCR)-based therapeutic agent, has emerged as a groundbreaking treatment for uveal melanoma (UM), particularly in cases of metastatic UM. While this innovation has significantly improved patient prognosis, the development of additional therapeutic strategies remains crucial. This study aims to explore the role of the B-cell receptor (BCR) in the pathogenesis of UM, with the goal of identifying it as a potential target for future treatments. Methods Both bulk RNA-seq and single-cell RNA-seq (scRNA-seq) datasets were collected for comprehensive analysis. The TRUST4 algorithm was employed to reconstruct and analyze the BCR repertoire in UM samples, enabling the evaluation of BCR clonal diversity in the bulk RNA-seq analysis. Additionally, blood samples from a UM cohort at Beijing Tongren Hospital, comprising 5 primary and 5 metastatic UM patients, were collected and subjected to proteomic analysis. In the clinical cohort and the scRNA-seq analyses, a combination of differentially expressed gene (DEG) identification, gene set enrichment analysis (GSEA), and cell-cell communication network analysis was utilized to elucidate key signaling pathways involved in UM progression. UM cell lines were adopted to verify the role of Migration Inhibitory Factor (MIF)-CD74 in the tumor. Results Analysis using the TRUST4 algorithm revealed that UM samples exhibited lower clonal diversity, as indicated by various diversity indices. Notably, certain IGK, IGH, IGL-V, and J genes were significantly highly expressed in UM samples, suggesting a critical role of BCR in UM pathogenesis ( P  < 0.05). Clinically, patients with primary UM demonstrated a smaller largest basal diameter (11.3 ± 1.2 mm vs. 13.4 ± 2.8 mm) and reduced tumor height (7.1 ± 2.2 mm vs. 8.2 ± 2.1 mm) compared to metastatic cases. Proteomic analysis of blood samples identified a total of 3,188 proteins, with 164 upregulated and 232 downregulated ( P  < 0.05). Functional enrichment

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