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Using Elevated Cholesterol Synthesis as a Prognostic Marker in Wilms' Tumor: A Bioinformatic Analysis
Yuanbin He1, Xu Cui1, Yu Lin1
1Department of Pediatric Surgery, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou 350001, China.
Increased cholesterol synthesis in pediatric Wilms tumors is linked to worse survival and impaired immune response. A new model accurately predicts prognosis, offering clinical potential for this common childhood kidney cancer.
Area of Science:
- Pediatric Oncology
- Cancer Molecular Biology
- Immunology
Background:
- Wilms tumor is the most common pediatric renal malignancy.
- Elevated cholesterol synthesis is associated with poor prognosis in various cancers.
- The specific role of cholesterol biosynthesis in Wilms tumor remains unclear.
Purpose of the Study:
- To investigate the association between cholesterol synthesis and Wilms tumor prognosis.
- To explore the impact of cholesterol synthesis on the tumor microenvironment.
- To develop a predictive model for Wilms tumor patient outcomes.
Main Methods:
- Utilized RNA sequencing transcriptome data from the TARGET database for 130 Wilms tumor samples and 6 normal samples.
- Analyzed high-throughput sequencing data (FPKM).
- Constructed a prognosis model using differentially expressed cholesterol synthesis-related genes (DECSGs).
Main Results:
- Higher cholesterol synthesis activity correlated with worse overall survival (OS) in Wilms tumors (P < 0.05).
- Reduced cholesterol synthesis was associated with improved dendritic cell (DC) function and cytolytic activity (P < 0.05).
- DECSGs were significantly enriched in cell cycle and nuclear division pathways.
Conclusions:
- Increased cholesterol synthesis in Wilms tumors predicts poorer prognosis and diminished anti-tumor immunity.
- A novel prognostic model based on DECSGs accurately predicts patient OS.
- Further research is needed to elucidate the mechanisms linking cholesterol to Wilms tumor progression.
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