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Unveiling the Role of DPYS: A New Prognostic Biomarker in Sarcoma

危险系数 比例危险模型 肿瘤科 置信区间 逻辑回归 医学 生存分析 疾病 内科学 生物 荟萃分析 生物标志物 基因表达 生物信息学 基因 遗传学
作者
Guizhen Lyu,Dongbing Li
出处
期刊:Current Protein & Peptide Science [Bentham Science Publishers]
卷期号:26
标识
DOI:10.2174/0113892037362065250227064739
摘要

Background: Dihydropyrimidinase (DPYS), a pivotal enzyme in the pyrimidine synthesis pathway, has been increasingly studied for its potential role in cancer therapy. While its presence has been noted in various cancers, its specific impact on sarcoma (SARC) still needs to be fully understood. Objective: This study sought to explore the correlation between DPYS expression and SARC, utilizing data from The Cancer Genome Atlas (TCGA), bioinformatics tools, and experimental validation. objective: This study sought to explore the correlation between DPYS expression and SARC, utilizing data from The Cancer Genome Atlas (TCGA), bioinformatics tools, and experimental validation. Methods: The study employed statistical analysis and logistic regression to assess the link between DPYS expression levels and clinical features in SARC patients. Survival analysis was conducted using the Kaplan-Meier method and Cox regression, evaluating the prognostic significance of DPYS expression. Gene set enrichment analysis and immuno-infiltration analysis were conducted to uncover the potential regulatory mechanisms of the DPYS gene. We validated the expression of DPYS using GSE17674. Quantitative reverse transcription PCR was utilized to measure DPYS expression levels in SARC cell lines. Results: The study found that reduced DPYS expression in SARC correlated with therapeutic response (P = 0.011), histological subtype (P = 0.003), and the presence of residual tumor (P = 0.043). Reduced DPYS expression was a predictor of inferior Overall Survival (OS), with a Hazard Ratio (HR) of 0.56 and a 95% Confidence Interval (CI) of 0.37-0.84 (P = 0.005), as well as Disease-Specific Survival (DSS), with an HR of 0.64 and a 95% CI of 0.41-1.00 (P = 0.048). DPYS expression was also identified as an independent factor for OS in SARC (HR: 0.335; 95% CI: 0.169-0.664; P = 0.002). The gene was associated with various pathways, including GPCR ligand binding, signaling by interleukins, G alpha (i) signaling events, Class A/1 Rhodopsin-like receptors, cytokine-cytokine receptor interaction, and platelet activation. DPYS expression also showed a correlation with certain immune cell infiltrates and was found to be significantly downregulated in SARC cell lines. Conclusion: DPYS may serve as a potential prognostic biomarker and therapeutic target for SARC.
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