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A novel immune-related RNA-binding proteins signature to predict survival and therapeutic responses in prostate cancer
BACKGROUND: The present study aims to identify immune-related RBPs signature to predict prognosis and therapy response in prostate cancer. METHODS: Differentially expressed RBPs were compared and visualized using R packages. Immune-related RBPs were selected by Pearson correlation analysis. The prog...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8830953/ https://www.ncbi.nlm.nih.gov/pubmed/35143037 http://dx.doi.org/10.1007/s12094-022-02782-2 |
Sumario: | BACKGROUND: The present study aims to identify immune-related RBPs signature to predict prognosis and therapy response in prostate cancer. METHODS: Differentially expressed RBPs were compared and visualized using R packages. Immune-related RBPs were selected by Pearson correlation analysis. The prognostic immune-related RBPs were identified using the Kaplan–Meier method and LASSO regression. A multivariable Cox regression model was used to construct immune-related RBPs signature. RESULTS: We constructed a prognostic predictive risk model of prostate cancer containing ten immune-related RBP genes. We found that high-risk prostate cancer patients presented poorer prognosis, higher tumor immune cell infiltration, higher rates of genomic alterations, and were more sensitive to targeted and immunotherapy than the low-risk group. CONCLUSIONS: The immune-related RBPs’ signature is an independent prognostic marker that could help screen patients with advanced prostate cancer who are better suited for targeted and immunotherapy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12094-022-02782-2. |
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