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March 5, 2026BMC Cancer0 citationsOpen Access

Identification and validation of an endoplasmic reticulum stress related model to predict prognosis and tumor microenvironment in neuroblastoma

JCJi ChenBDBaofeng DuBJBin Jiang

Key Points

  • To investigate the role of endoplasmic reticulum stress in neuroblastoma progression and develop a prognostic model.
  • Analyzed ER stress related genes using bioinformatics datasets GSE49710 and E-MTAB-8248.
  • Conducted consensus clustering to identify ER stress related subtypes.
  • Constructed a prognostic model using LASSO and validated across multiple datasets.
  • Assessed drug sensitivity and immune cell infiltration using experimental assays.
  • Identified 173 prognosis-linked endoplasmic reticulum stress related genes.
  • Stratified samples into two ER stress related subtypes with distinct prognoses.
  • Discovered 4 hub genes and several differentially expressed pathways related to prognosis.
  • High-risk patients showed altered immune infiltration and sensitivity to 149 drugs, with 18 being more effective in high-risk cases.

Abstract

This study investigated endoplasmic reticulum(ER) stress mechanisms in Neuroblastoma(NB) progression using bioinformatics and experimental validation. Using GSE49710 and E-MTAB-8248 datasets, ER stress related genes(ERSRGs) were analyzed. Consensus clustering identified ER stress related subtypes(ERSRsubtype). Integrated bioinformatic analyses identified key hub genes, dysregulated biological pathways, and significant alterations in immune cell infiltration within the studied context. A prognostic model was constructed via least absolute shrinkage and selection operator(LASSO)/multivariate regression and validated across multiple datasets. Drug sensitivity and microenvironment differences were assessed. Lentiviral knockdown, Cell Counting Kit-8(CCK8), 5-Ethynyl’-2-deoxyuridine(EdU), and Transwell assays evaluated HIST1H1B’s roles in NB cell lines. 173 prognosis-linked ERSRGs were identified. The samples were stratified into two ERSRsubtypes with distinct prognoses. We obtained 4 hub genes and multiple differentially expressed pathways in the two subtypes. The ER stress related model accurately predicted survival. High-risk patients showed altered immune infiltration(8 cell types) and 149 differentially effective drugs(18 more effective in high-risk NB). HIST1H1B, upregulated in MYCN-amplified NB, enhanced proliferation, migration, and invasion of NB. ERSRsubtypes were associated with NB prognosis and tumor microenvironment(TME) heterogeneity. The prognostic model and key genes identified provide crucial insights into ER stress mechanisms, offering potential targets for therapy and aiding in risk stratification and treatment strategy formulation.

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Cite This Study

Chen et al. (2026) studied this question.

synapsesocial.com/papers/69a91da8d6127c7a504c0b17https://doi.org/10.1186/s12885-026-15774-0
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