Investigating the prognostic value of mTORC1 signaling in bladder cancer via bioinformatics evaluation
Xin Yu1, Wenge Li2, Shengrong Sun3
1Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, 238 Ziyang Road, Wuhan, 430060, Hubei Province, People's Republic of China.
Abstract:
Bladder cancer, a prevalent and heterogeneous malignancy, necessitates the discovery of pertinent biomarkers to enable personalized treatment. The mammalian target of rapamycin complex 1 (mTORC1), a pivotal regulator of cellular growth, metabolism, and immune response, exhibits activation in a subset of bladder cancer tumors. In this study, we explore the prognostic significance of mTORC1 signaling in bladder cancer through the utilization of bioinformatics analysis. Our investigation incorporates transcriptomic, somatic mutation, and clinical data, examining the mTORC1 score of each sample, as well as the enrichment of differentially expressed genes (DEGs), differentiation characteristics, immunological infiltration, and metabolic activity. Our findings reveal that elevated mTORC1 levels serve as an adverse prognostic indicator for bladder cancer patients, exhibiting a significant association with Basal-type bladder cancer. Patients with heightened mTORC1 activation display heightened levels of pro-carcinogenic metabolism. Additionally, these individuals demonstrate enhanced response to immunotherapy. Finally, we develop an mTORC1-related signature capable of predicting the prognosis of bladder cancer patients.The signature offers novel mTORC1-related biomarkers and provides fresh insights into the involvement of mTORC1 in the pathogenesis of bladder cancer.
Insights
Elevated mammalian target of rapamycin complex 1 (mTORC1) signaling indicates poor prognosis in bladder cancer. However, higher mTORC1 activation is linked to better immunotherapy response and offers new biomarkers for predicting patient outcomes.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Bladder cancer is a heterogeneous malignancy requiring personalized treatment strategies.
- Mammalian target of rapamycin complex 1 (mTORC1) signaling is dysregulated in a subset of bladder cancers.
- Identifying prognostic biomarkers is crucial for optimizing bladder cancer management.
Purpose of the Study:
- To investigate the prognostic significance of mTORC1 signaling in bladder cancer.
- To explore the association of mTORC1 with tumor characteristics and patient outcomes.
- To develop a predictive signature based on mTORC1 activity.
Main Methods:
- Bioinformatics analysis integrating transcriptomic, mutation, and clinical data.
- Calculation of mTORC1 scores and analysis of differentially expressed genes (DEGs).
- Assessment of differentiation, immune infiltration, and metabolic activity related to mTORC1.
Main Results:
- Elevated mTORC1 levels are associated with adverse prognosis and Basal-type bladder cancer.
- Increased mTORC1 activation correlates with pro-carcinogenic metabolism.
- Patients with high mTORC1 activation showed enhanced response to immunotherapy.
Conclusions:
- mTORC1 signaling is a significant prognostic indicator in bladder cancer.
- mTORC1 activity influences tumor metabolism and immune response.
- An mTORC1-related signature can predict bladder cancer prognosis and offers novel biomarkers.
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