ArticleHeliyon2024
Disulfidptosis and ferroptosis related genes define the immune microenvironment and NUBPL serves as a potential biomarker for predicting prognosis and immunotherapy response in bladder cancer.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Disulfidptosis- and Ferroptosis-Related Gene Signatures in Rheumatoid Arthritis: Association Analysis and Diagnostic Model Construction.The Kaohsiung journal of medical sciences · 2026Article
- Experimental Detection Methods and Clinical Translational Challenges of Disulfidptosis in Cancer.Cells · 2026Review
- Disulfidptosis in cancer: from redox stress to therapeutic strategy.Cancer gene therapy · 2026Review
- Targeting ferroptosis inInternational journal of oncology · 2026Review
- Mitochondrial Proteins as Exosomal Cargo: New Breast Cancer Biomarkers & Crucial Players in Carcinogenesis?Molecules (Basel, Switzerland) · 2025Article
- Integrated machine learning identifies disulfidptosis-related and ferroptosis-related genes to evaluate survival prognosis and treatment efficacy in kidney renal clear cell carcinoma.Biochemistry and biophysics reports · 2025Article
- Targeting novel regulated cell death: disulfidptosis in cancer immunotherapy with immune checkpoint inhibitors.Biomarker research · 2025Review
- Multidisciplinary analysis of the prognosis and biological function of NUBPL in gastric cancer.Frontiers in immunology · 2025Article
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Authors and funding
9 authors.
Funding
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Abstract
Background: Ferroptosis and disulfidptosis are regulatory forms of cell death that play an important role in tumorigenesis and progression. However, few biomarkers about disulfidptosis and ferroptosis related genes (DFRGs) have been developed to predict the prognosis of bladder cancer (BC). Methods: We conducted a bioinformatics analysis using public BC datasets to examine the prognostic significance of differentially expressed DFRGs. A Lasso regression was employed to create a prognostic prediction model from these DFRGs. Hub DFRGs that play a role in immunotherapy response and immunoregulation were pinpointed. Immunohistochemistry (IHC) experiment was performed to assess NUBPL and c-MYC expression in BC patients who underwent surgery or received immune checkpoint inhibitor (ICI) immunotherapy at Peking University Cancer Hospital. Results: We constructed a valid model to predict the prognosis of BC based on DFRGs and performed relevant validation, the results demonstrated that the model was an independent prognostic factor for BC. Further analysis indicated that the model score, combined with the expression of various immune factors and tumor mutation burden (TMB), could predict the prognosis for BC. In addition, we also found that NUBPL was strongly associated with prognosis and response to ICI treatment, and NUBPL may influence BC malignant progression through the c-MYC pathway. Conclusions: Our research findings highlight the satisfactory predictive value of DFRGs in the immune microenvironment and suggest that NUBPL may be a highly promising biomarker for predicting the prognosis and efficacy of ICI treatment in BC patients.
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