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Published on: May 3, 2021
Oncogenic and immunological values of RBM34 in osteosarcoma and its pan-cancer analysis
Wenchao Zhang1,2, Rong He3, Wenbing Cao1
1Affiliated Hospital of Jiangsu University Zhenjiang 212000, Jiangsu, China.
Abstract:
RNA binding proteins (RBPs) are increasingly recognized as potential factors influencing the advancement, prognostication, and immune response in various solid tumors. Nevertheless, the comprehensive understanding of RBM34's biological mechanisms within the tumor microenvironment remains incomplete, necessitating further systematic pan-cancer investigations to ascertain its diagnostic, prognostic, and immunological significance. In this study, the TCGA, CCLE, HPA, GTEX, and TARGET databases were employed to analyze the expression abundance and subcellular localization of RBM34 in diverse tumor types. Kaplan-Meier survival analyses were used to investigate the impact of RBM34 on clinical prognosis. We implemented the TISIDB portal, CIBERSORT, and ESTIMATE algorithms to assess the correlation between RBM34 expression and immunomodulators, chemokines, and tumor-infiltrating lymphocytes (TILs) in both pan-cancer and osteosarcoma. The CGP database was applied to evaluate the half-maximal inhibitory concentrations of targeted drugs, while TMB, MSI, and MMR were utilized to predict the efficacy of tumor immunotherapy. Furthermore, an RBM34-derived prognostic index (RDPI) was constructed for osteosarcoma patients and linked to outcomes and immune status. Finally, we examined the modulation of RBM34 knockdown on osteosarcoma proliferation and migration capacity. Our results indicate that RBM34 was predominantly localized in the nucleus and differentially expressed in most human cancer types. Kaplan-Meier curve analysis and Cox regression demonstrated that RBM34 expression affected four survival metrics including overall survival (OS) in multiple tumors and was an independent prognostic factor for osteosarcoma. In immunological characterization, RBM34 expression was significantly associated with pan-cancer immunomodulator-related molecules, lymphocyte subpopulation infiltration, and biomarkers of immunotherapy response. Subsequent in vitro experiments provided additional evidence that the suppression of RBM34 impeded the migratory and invasive capabilities of osteosarcoma. Moreover, the utilization of RDPI demonstrated its reliability in prognosticating patient outcomes and estimating the individual immune landscape. Marked differences in multiple TILs (including naive B cells, CD8+ T cells, resting dendritic cells, and activated CD4+ memory T cells) and cancer-associated fibroblast proportion were observed in diverse RDPI score subgroups. Generally, RBM34 exhibited associations with clinical prognosis, immune infiltration, and immunotherapy across various cancer types, and may also serve as a viable therapeutic target for osteosarcoma.
Insights
RNA binding protein 34 (RBM34) is differentially expressed in cancers and impacts patient survival and immune response. RBM34 shows potential as a prognostic biomarker and therapeutic target, particularly in osteosarcoma.
Area of Science:
- Molecular Oncology
- Cancer Immunology
- Bioinformatics
Background:
- RNA binding proteins (RBPs) play roles in solid tumor progression, prognosis, and immune response.
- The specific functions of RBM34 within the tumor microenvironment and its pan-cancer significance are not fully understood.
Purpose of the Study:
- To systematically investigate the diagnostic, prognostic, and immunological significance of RBM34 across various cancer types.
- To explore RBM34's role in osteosarcoma, including its impact on prognosis, immune infiltration, and therapeutic response.
- To evaluate RBM34 as a potential therapeutic target.
Main Methods:
- Utilized TCGA, CCLE, HPA, GTEX, and TARGET databases for expression and localization analysis.
- Performed Kaplan-Meier survival analysis, Cox regression, TISIDB, CIBERSORT, and ESTIMATE for prognostic and immune correlation.
- Assessed drug sensitivity via CGP database and immunotherapy efficacy using TMB, MSI, and MMR. Conducted in vitro knockdown experiments in osteosarcoma cells.
Main Results:
- RBM34 is predominantly nuclear and differentially expressed in most human cancers, correlating with overall survival (OS) and serving as an independent prognostic factor for osteosarcoma.
- RBM34 expression is significantly associated with immunomodulators, tumor-infiltrating lymphocytes (TILs), and immunotherapy biomarkers across cancers.
- RBM34 knockdown suppressed osteosarcoma cell migration and invasion. The developed RBM34-derived prognostic index (RDPI) reliably predicted outcomes and immune status.
Conclusions:
- RBM34 is a significant pan-cancer factor associated with clinical prognosis, immune infiltration, and immunotherapy response.
- RBM34 demonstrates potential as a prognostic biomarker and therapeutic target, especially for osteosarcoma.
- The RDPI effectively stratifies patients based on prognosis and immune landscape, highlighting RBM34's multifaceted role in cancer.
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