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通过全面的 TCGA 和 GEO 数据挖掘鉴定胆管癌的新型突变基因特征 HAMP。

Identification of a novel mutation gene signature HAMP for cholangiocarcinoma through comprehensive TCGA and GEO data mining.

机构信息

Department of Orthopedics, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, China.

Department of Gastroenterology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning, China.

出版信息

Int Immunopharmacol. 2021 Oct;99:108039. doi: 10.1016/j.intimp.2021.108039. Epub 2021 Aug 12.

Abstract

Cholangiocarcinoma (CHOL), the second most common malignant liver tumor, is clinically heterogeneous. In this study, we used gene expression profiles of CHOL obtained from The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases to identify novel mutation signatures in CHOL. Hepcidin antimicrobial peptide (HAMP) was identified as a novel diagnostic biomarker for CHOL using the intersection of mutation analysis and receiver operating characteristic (ROC) analysis. We then explored the expression signatures of HAMP in CHOL. HAMP-related differentially expressed genes (DEGs) were selected for the identification of hub genes related to HAMP and for prognostic prediction model analysis. Gene set enrichment analysis (GSEA) showed that the HAMP-related DEGs were mainly enriched for signaling pathways related to cholangiocarcinoma development. Through immunohistochemistry validation, clinical cohorts analysis, and TCGA analysis, we investigated the association between HAMP and clinical parameters and found that decreased HAMP expression was correlated with advanced pathological grade and poor prognosis. Besides, we estimated the immune infiltration level in CHOL and its relationship with HAMP expression. The proportion of tumor-infiltrating cells revealed that gamma delta T cells and monocytes were positively correlated with HAMP expression. Besides, HAMP was also correlated with chemokine, CCL16. This evidence suggested that HAMP might contribute to immune activation in the CHOL microenvironment. Therefore, HAMP may play a synergistic role with these immune cells and chemokines to inhibit CHOL development. HAMP serves as a valuable biomarker in CHOL and is closely correlated with its progression.

摘要

胆管癌(CHOL)是第二大常见的肝脏恶性肿瘤,具有临床异质性。在本研究中,我们使用从癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)获得的 CHOL 基因表达谱,鉴定 CHOL 中的新型突变特征。使用突变分析和接收者操作特征(ROC)分析的交集,鉴定出抗菌肽(HAMP)是 CHOL 的新型诊断生物标志物。然后,我们探索了 HAMP 在 CHOL 中的表达特征。选择 HAMP 相关差异表达基因(DEG)用于鉴定与 HAMP 相关的枢纽基因,并进行预后预测模型分析。基因集富集分析(GSEA)表明,HAMP 相关的 DEG 主要富集与胆管癌发展相关的信号通路。通过免疫组织化学验证、临床队列分析和 TCGA 分析,我们研究了 HAMP 与临床参数之间的关联,发现 HAMP 表达降低与病理分级较高和预后不良相关。此外,我们还评估了 CHOL 中的免疫浸润水平及其与 HAMP 表达的关系。肿瘤浸润细胞的比例表明,γδ T 细胞和单核细胞与 HAMP 表达呈正相关。此外,HAMP 还与趋化因子 CCL16 相关。这表明 HAMP 可能有助于 CHOL 微环境中的免疫激活。因此,HAMP 可能与这些免疫细胞和趋化因子协同抑制 CHOL 的发展。HAMP 是 CHOL 中有价值的生物标志物,与肿瘤的进展密切相关。

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