Integrative multiomics dissection of LSM7 as a prognostic biomarker and therapeutic target in hepatocellular carcinoma.
ObjectiveHepatocellular carcinoma (HCC) has a poor prognosis, necessitating novel biomarkers.
APA
Fan S, He Y, et al. (2026). Integrative multiomics dissection of LSM7 as a prognostic biomarker and therapeutic target in hepatocellular carcinoma.. Science progress, 109(1), 368504251413427. https://doi.org/10.1177/00368504251413427
MLA
Fan S, et al.. "Integrative multiomics dissection of LSM7 as a prognostic biomarker and therapeutic target in hepatocellular carcinoma.." Science progress, vol. 109, no. 1, 2026, pp. 368504251413427.
PMID
41553301
Abstract
ObjectiveHepatocellular carcinoma (HCC) has a poor prognosis, necessitating novel biomarkers. The role of (Like-Sm protein 7), an RNA-binding protein, in HCC remains unclear.MethodsWe employed a multiomics strategy using transcriptomic data from TCGA, GTEx, GEO, and ICGC to evaluate 's expression and prognostic value. A protein-protein interaction (PPI) network was constructed via STRING, followed by Gene Ontology/KEGG/Gene Set Enrichment Analysis (GSEA) functional enrichment analysis. The relationship between and the immune infiltration landscape was assessed using single-sample GSEA (ssGSEA) and the TISCH single-cell database. Drug sensitivity was analyzed using Genomics of Drug Sensitivity in Cancer, and structure-based virtual screening was performed on the ZINC library to identify potential inhibitors. Key findings were validated in clinical samples and MHCC97H cells and Huh-7 cells using Western blot, IHC, and MTT assays.Results was significantly overexpressed in HCC, correlating with adverse clinicopathological features (higher histological grade, elevated AFP levels, vascular invasion) and shorter overall survival, identifying it as an independent risk factor. Functionally, was implicated in processes such as hormone regulation. Immune analysis revealed that high expression was associated with altered immune cell abundance, upregulation of immune checkpoints, and a higher Tumor Immune Dysfunction and Exclusion score, suggesting a role in immune evasion. The high- group showed increased sensitivity to drugs like sorafenib. Virtual screening identified Velpatasvir as a top -targeting candidate, with in vitro validation confirming that it inhibits MHCC97H cells and Huh-7 cells proliferation and downregulates protein in a concentration- and time-dependent manner.ConclusionsBy integrating multiomics strategy and experimental validation, this study suggests that may play a role in HCC progression and influence the tumor immune microenvironment. may serve as a potential biomarker and therapeutic target, and Velpatasvir appears to be a candidate agent worthy of further investigation.
MeSH Terms
Humans; Carcinoma, Hepatocellular; Liver Neoplasms; Biomarkers, Tumor; Prognosis; Protein Interaction Maps; Cell Line, Tumor; Gene Expression Regulation, Neoplastic; Male; Cell Proliferation; Female; RNA-Binding Proteins; Multiomics
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