ArticleAging2022
Identification and validation of an immune-related gene pairs signature for three urologic cancers.
Article in Aging, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- An Integrated Analysis of Manganese Metabolism-Related Genes and Their Association With Biomarkers, Immune Infiltration, and Clinical Subtypes in Alzheimer's Disease.Genes, brain, and behavior · 2026Article
- Development and validation of a novel T cell exhaustion-related signature to predict prognosis in patients with breast cancer.Discover oncology · 2026Article
- USP20 as a key regulator of immunosuppression and a novel predictor of poor prognosis in lung adenocarcinoma.Biology direct · 2026Article
- Investigation of the expression and potential mechanistic role of BYSL in acute myeloid leukemia.Clinical and experimental medicine · 2026Article
- The tumor-suppressive function of the unique H domain of FCGBP and its potential as a therapeutic target in colorectal cancer.BMC cancer · 2026Article
- Construction of a Prognostic Model for Lung Adenocarcinoma Based on Necrosis by Sodium Overload-Related Genes and Identification of DENND1C as a New Prognostic Marker.Current issues in molecular biology · 2026Article
- Identification of the key immune and inflammatory related gene CALCRL as diagnostic biomarker in differentiating uterine leiomyosarcoma from leiomyoma.Frontiers in cell and developmental biology · 2026Article
- Systems-level analyses and clinical validation highlight CD53 as a diagnostic and prognostic marker in lung adenocarcinoma.Frontiers in cell and developmental biology · 2026Article
- 18β-glycyrrhetinic acid inhibits lung adenocarcinoma progression by targeting the MET/AKT signaling axis.Frontiers in cell and developmental biology · 2026Article
- A novel immune-related gene signature stratifies prognosis and characterizes the tumor immune microenvironment in head and neck squamous cell carcinoma.Frontiers in cell and developmental biology · 2026Article
- TRIM family proteins: dual roles in tumor immunity.Frontiers in cell and developmental biology · 2026Review
- Single-Cell and Bulk RNA Sequencing Reveal SPINK1 and TIMP1 as Epithelial Cell Marker Genes Linked to Colorectal Cancer Survival and Tumor Immune Microenvironment Profiles.International journal of molecular sciences · 2025Article
- Elucidating the Mechanism of Liver and Kidney Damage in Rats Caused by Exposure to 2,4-Dichlorophenoxyacetic Acid and the Protective Effect ofInternational journal of molecular sciences · 2025Article
- The Evolving Landscape of Novel and Old Biomarkers in Localized High-Risk Prostate Cancer: State of the Art, Clinical Utility, and Limitations Toward Precision Oncology.Journal of personalized medicine · 2025Review
- Neoadjuvant therapy-associated malignant phenotype score predicts prognosis and highlights the roles of MIF signaling and DUXAP8 in ESCC.Frontiers in immunology · 2025Article
- Integration of proteomics and transcriptomics to construct a prognostic signature of renal clear cell carcinoma.International journal of medical sciences · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Reliable biomarkers are needed to recognize urologic cancer patients at high risk for recurrence. In this study, we built a novel immune-related gene pairs signature to simultaneously predict recurrence for three urologic cancers. We gathered 14 publicly available gene expression profiles including bladder, prostate and kidney cancer. A total of 2,700 samples were classified into the training set (n = 1,622) and validation set (n = 1,078). The 25 immune-related gene pairs signature consisting of 41 unique genes was developed by the least absolute shrinkage and selection operator regression analysis and Cox regression model. The signature stratified patients into high- and low-risk groups with significantly different relapse-free survival in the meta-training set and its subpopulations, and was an independent prognostic factor of urologic cancers. This signature showed a robust ability in the meta-validation and multiple independent validation cohorts. Immune and inflammatory response, chemotaxis and cytokine activity were enriched with genes relevant to the signature. A significantly higher infiltration level of M1 macrophages was found in the high-risk group versus the low-risk group. In conclusion, our signature is a promising prognostic biomarker for predicting relapse-free survival in patients with urologic cancer.
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