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利用胆固醇合成升高作为 Wilms 瘤的预后标志物:生物信息学分析。

Using Elevated Cholesterol Synthesis as a Prognostic Marker in Wilms' Tumor: A Bioinformatic Analysis.

机构信息

Department of Pediatric Surgery, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou 350001, China.

出版信息

Biomed Res Int. 2021 Jan 28;2021:8826286. doi: 10.1155/2021/8826286. eCollection 2021.

Abstract

BACKGROUND

Wilms tumor is the most common renal malignancy of children. Identifying factors that could predict the prognosis of patients with Wilms tumor is clinically meaningful. Many studies found tumors with elevated cholesterol synthesis that are featured with dismal prognosis. Even in some clinical trials, people with excessive dietary cholesterol intake and high plasma low-density lipoprotein levels are observed to have increased risk for cancer. However, the role of cholesterol biosynthesis in Wilms tumor has not yet been well clarified.

METHODS

RNA sequencing transcriptome data and all corresponding clinicopathological information used in our study were downloaded from the TARGET database. High-throughput sequencing (Fragments Per Kilobase of transcript per Million fragments mapped) data sets of 130 tumor samples and 6 normal samples were obtained for further analysis.

RESULTS

Wilms tumor samples with higher activity of cholesterol synthesis are characterized with worse overall survival ( < 0.05). In addition, Wilms tumor samples with mitigated activity of cholesterol synthesis are featured with better dendritic cell (DC) function and cytolytic activity ( < 0.05). Furthermore, we constructed a prognosis model based on differential expressed cholesterol synthesis-related genes (DECSG), which could predict the OS of patients with Wilms tumor accurately. KEGG and GO analysis of differential expressed genes between tumor samples with high and low cholesterol synthesis indicated that DECSGs are highly enriched in "mitosis nuclear division," "nuclear division," "chromosome segregation," "cell cycle," "Spliceosome," and "RNA transport."

CONCLUSIONS

In conclusion, our study reported increased cholesterol synthesis in Wilms tumor predicts a worse prognosis and mitigated cytolytic activity, DC function, and MHC I signature in the tumor microenvironment. We also constructed a prognosis model for predicting the OS of patients with good accuracy, which is promising in clinical translation. Future studies should focus on the detailed mechanism that caused increasing cholesterol which promotes tumor progression and undermines patients' survival.

摘要

背景

肾母细胞瘤是儿童最常见的肾恶性肿瘤。识别能够预测肾母细胞瘤患者预后的因素具有重要的临床意义。许多研究发现胆固醇合成升高的肿瘤具有不良的预后。甚至在一些临床试验中,发现高膳食胆固醇摄入和高血浆低密度脂蛋白水平的人群患癌症的风险增加。然而,胆固醇生物合成在肾母细胞瘤中的作用尚未得到充分阐明。

方法

从 TARGET 数据库下载了用于本研究的 RNA 测序转录组数据和所有相应的临床病理信息。为进一步分析,获得了 130 个肿瘤样本和 6 个正常样本的高通量测序(片段每百万映射片段的千碱基)数据集。

结果

胆固醇合成活性较高的肾母细胞瘤样本总生存期较差(<0.05)。此外,胆固醇合成活性降低的肾母细胞瘤样本具有更好的树突状细胞(DC)功能和细胞溶解活性(<0.05)。此外,我们基于差异表达的胆固醇合成相关基因(DECSG)构建了一个预后模型,能够准确预测肾母细胞瘤患者的 OS。高胆固醇合成和低胆固醇合成肿瘤样本之间差异表达基因的 KEGG 和 GO 分析表明,DECSG 高度富集于“有丝分裂核分裂”、“核分裂”、“染色体分离”、“细胞周期”、“剪接体”和“RNA 转运”。

结论

总之,本研究报道了肾母细胞瘤中胆固醇合成的增加预示着更差的预后,以及肿瘤微环境中细胞溶解活性、DC 功能和 MHC I 特征的降低。我们还构建了一个预测 OS 的预后模型,具有较好的准确性,具有良好的临床转化前景。未来的研究应集中于导致胆固醇增加的详细机制,胆固醇增加可促进肿瘤进展并降低患者的生存率。

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