An Immune-Related Gene Prognostic Index for Bladder Cancer
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Abstract
Abstract Background Despite the advances in immunotherapy for bladder cancer in recent years, the efficacy is unsatisfactory as expected. In this study, we have conducted a reliable immune-related gene prognostic index to predict immunotherapy efficacy for bladder cancer based on public databases. Methods Differential expression analysis on comparing the tumor and normal samples in the merged TCGA-BLCA & GTEx databases was applied, and the differential expressed immune-related genes were sent to Weighted gene coexpression network analysis. Multivariable Cox analysis of genes among the three most significant coexpression modules was used to develop an immune-related gene prognostic index, and the merged three GEO dataset was used as an independent validation cohort. Further, a model that combined the index with other clinicopathologic features was also verified independently. Results 11 genes were harvested to construct an immune-related gene prognostic index, both the index and clinicopathologic-index model were well verified in independent cohorts. Conclusions The immune-related gene prognostic index for bladder cancer was a reliable and useful marker to predict immunotherapy efficacy for bladder cancer.
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- last seen: 2026-05-19T01:45:01.086888+00:00