ArticleFrontiers in oncology2020
Dysregulation of the Immune Microenvironment Contributes to Malignant Progression and Has Prognostic Value in Bladder Cancer.
Article in Frontiers in oncology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 28 citations in OpenAlex.
- Pyrroline-5-carboxylate reductase 1 interacts with Nudix hydrolase 5 to drive bladder cancer malignant progression via activation of the APOE/JAK2/STAT3 signalling axis.Clinical and translational medicine · 2026Article
- Anti-inflammatory Diet Index and Bladder Cancer Risk by Stage: A 22-Year Prospective Swedish Cohort Study (1998-2020).Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026Article
- PSMD2-Mediated MAPK Signaling Promotes Bladder Cancer Development and Immune Microenvironment Remodeling.Oncology research · 2026Article
- Characterisation of the tumour microenvironment and PD-L1 granularity reveals the prognostic value of cancer-associated myofibroblasts in non-invasive bladder cancer.Oncoimmunology · 2025Article
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- Construction of an immune-related gene signature for overall survival prediction and immune infiltration in gastric cancer.World journal of gastrointestinal oncology · 2024Article
- Understanding bladder cancer risk: Mendelian randomization analysis of immune cell and inflammatory factor influence.Frontiers in immunology · 2024Article
- Tumor-associated macrophages in bladder cancer: roles and targeted therapeutic strategies.Frontiers in immunology · 2024Review
- BLCA prognostic model creation and validation based on immune gene-metabolic gene combination.Discover oncology · 2023Article
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- Tumour microenvironment as a predictive factor for immunotherapy in non-muscle-invasive bladder cancer.Cancer immunology, immunotherapy : CII · 2023Review
- Tumour microenvironment as a predictive factor for immunotherapy in non-muscle-invasive bladder cancer.Cancer immunology, immunotherapy : CII · 2023Review
- Development of a Molecular-Subtype-Associated Immune Prognostic Signature That Can Be Recognized by MRI Radiomics Features in Bladder Cancer.Bioengineering (Basel, Switzerland) · 2023Article
- Exploring the correlation of glycolysis-related chondroitin polymerizing factor (American journal of cancer research · 2023Article
- Identification of platinum resistance-related gene signature for prognosis and immune analysis in bladder cancer.Frontiers in genetics · 2023Article
- CD8A as a Prognostic and Immunotherapy Predictive Biomarker Can Be Evaluated by MRI Radiomics Features in Bladder Cancer.Cancers · 2022Article
- PHGDH Inhibits Ferroptosis and Promotes Malignant Progression by Upregulating SLC7A11 in Bladder Cancer.International journal of biological sciences · 2022Article
- Gender dimorphism in survival of patients with lymph node metastasis of bladder cancer.Therapeutic advances in medical oncology · 2022Article
- A Robust Immuno-Prognostic Model of Non-Muscle-Invasive Bladder Cancer Indicates Dynamic Interaction in Tumor Immune Microenvironment Contributes to Cancer Progression.Frontiers in genetics · 2022Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveThe malignant progression from non-muscle-invasive bladder cancer (NMIBC) to muscle-invasive bladder cancer (MIBC) is common and has detrimental effect on patients. We aimed to elucidate the underlying mechanisms of the malignant progression from an immunological perspective and establish a reliable signature for prognostic prediction and immunotherapeutic strategies.
methodsThe Cell Type Identification by Estimating Relative Subsets of RNA Transcripts algorithm was applied to the GSE32894 data set to identify the different tumor-infiltrating immune cells involved in NMIBC and MIBC. Using weighted gene correlation network analysis, survival analysis and least absolute shrinkage and selection operator Cox analysis, we established an immune prognostic signature (IPS) based on 14 overall survival-associated immune genes in The Cancer Genome Atlas (TCGA). Functional enrichment analyses and nomogram were performed to explore the potential effects and prognostic performance of the IPS. Furthermore, the RNA-sequence data from our center were used to validate the expression levels of the selected immune genes in BLCA samples.
resultsDiverse proportions of macrophage subtypes were observed between NMIBC and MIBC. Patients with high risk scores had a worse prognosis than patients with low risk scores in training (TCGA) and validation data sets (GSE32894, GSE13507, and GSE48277). The IPS was a useful prognostic factor for patients treated with immunotherapy in the IMvigor210 trial. Hallmarks of multiple oncogenic pathways were significantly enriched in the high risk group. A novel nomogram model was established for prognostic predictions. The dysregulated expression of the selected immune genes between NMIBC and MIBC was also validated in BLCA samples.
conclusionDysregulation of the immune microenvironment promoted the malignant progression from NMIBC to MIBC. The IPS can stratify patients into different risk groups with distinct prognoses and immunotherapeutic susceptibility, thus facilitating personalized immunotherapy.
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