Evidence map›Paper›PMID 42374254›Full record

ArticleBMC cancer2026

Assessing the prognostic value of SIL1 in pan-cancer cohorts and its practical application as a biomarker in glioma practice.

Peiru Liu, Yao Peng, Ying Sun, Shenghui Hu, Dongyang Lv, Ying Yan

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Article in BMC cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Peiru Liu *Dalian Medical University, Dalian, 116000, China.
Yao Peng *Dalian Medical University, Dalian, 116000, China.
Ying Sun *Department of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, 110016, China.
Shenghui HuDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, 110016, China.
Dongyang LvDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, 110016, China. Dongyanglv@sina.com.
Ying YanDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, 110016, China. yanyingdoctor@sina.com.

Funding

2023 Liaoning Province Artificial Intelligence Innovation and Development Program Projects 2023JH26/10200013Liaoning Provincial Science and Technology Program Joint Program No. 2025-MSLH-720
6 · The paper itself

Abstract

backgroundGliomas are aggressive brain tumors associated with a poor prognosis. Although SIL1, an endoplasmic reticulum chaperone factor, is known to maintain protein homeostasis, its specific role in glioma pathogenesis remains poorly understood. This study aimed to investigate the clinical significance and biological functions of SIL1 in glioma.

methodsWe performed a pan-cancer multi-omics analysis using TCGA and GTEx datasets to evaluate SIL1 expression, its prognostic value, and its associations with genomic instability, tumor stemness, and immune infiltration. Gene set enrichment analysis (GSEA) was utilized to identify potentially involved signaling pathways. For in vitro functional validation, human glioma cell lines (U251 and A172) were subjected to siRNA-mediated knockdown and lentiviral rescue assays to assess cellular proliferation, migration, apoptosis, and epithelial-mesenchymal transition (EMT) dynamics.

resultsSIL1 was significantly upregulated in gliomas and correlated with poor patient survival. High SIL1 expression was associated with increased tumor heterogeneity (based on MATH scores), DNA methylation-derived stemness indices, and an immunosuppressive microenvironment characterized by the enrichment of M2 macrophages, regulatory T cells (Tregs), and immune checkpoint molecules. In vitro, SIL1 knockdown suppressed glioma cell proliferation and invasion, promoted mitochondrial apoptosis, and mitigated the EMT phenotype, potentially by impairing SNAIL nuclear translocation. Notably, these phenotypic changes were effectively rescued following lentiviral overexpression of SIL1.

conclusionOur findings suggest that SIL1 is a potential prognostic biomarker in glioma. Its elevated expression correlates with increased malignancy, stemness features, EMT, and an immunosuppressive microenvironment, indicating that SIL1 may serve as a promising therapeutic target for glioma intervention.

Indexed as

Biomarkers, TumorBrain NeoplasmsGliomaApoptosisCell Line, TumorCell ProliferationEpithelial-Mesenchymal TransitionGene Expression Regulation, NeoplasticHumansPrognosisTumor MicroenvironmentBiomarkers, TumorEMTGliomaImmune microenvironmentPan-cancer analysisPrognostic biomarkerSIL1

Identifiers

PMID42374254
PMCPMC13491842

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.