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差异表达分析鉴定出透明细胞肾细胞癌中富含细胞外基质的预后相关基因特征,该特征与透明质酸阳性相关。

Differential expression analysis identifies a prognostically significant extracellular matrix-enriched gene signature in hyaluronan-positive clear cell renal cell carcinoma.

机构信息

Institute of Clinical Medicine, Pathology and Forensic Medicine, University of Eastern Finland, Kuopio Campus, P.O. Box 1627, 70211, Kuopio, Finland.

Department of Clinical Pathology, Kuopio University Hospital, Kuopio, Finland.

出版信息

Sci Rep. 2024 May 9;14(1):10626. doi: 10.1038/s41598-024-61426-3.

Abstract

Hyaluronan (HA) accumulation in clear cell renal cell carcinoma (ccRCC) is associated with poor prognosis; however, its biology and role in tumorigenesis are unknown. RNA sequencing of 48 HA-positive and 48 HA-negative formalin-fixed paraffin-embedded (FFPE) samples was performed to identify differentially expressed genes (DEG). The DEGs were subjected to pathway and gene enrichment analyses. The Cancer Genome Atlas Kidney Renal Clear Cell Carcinoma (TCGA-KIRC) data and DEGs were used for the cluster analysis. In total, 129 DEGs were identified. HA-positive tumors exhibited enhanced expression of genes related to extracellular matrix (ECM) organization and ECM receptor interaction pathways. Gene set enrichment analysis showed that epithelial-mesenchymal transition-associated genes were highly enriched in the HA-positive phenotype. A protein-protein interaction network was constructed, and 17 hub genes were discovered. Heatmap analysis of TCGA-KIRC data identified two prognostic clusters corresponding to HA-positive and HA-negative phenotypes. These clusters were used to verify the expression levels and conduct survival analysis of the hub genes, 11 of which were linked to poor prognosis. These findings enhance our understanding of hyaluronan in ccRCC.

摘要

透明细胞肾细胞癌(ccRCC)中透明质酸(HA)的积累与预后不良有关;然而,其生物学特性及其在肿瘤发生中的作用尚不清楚。对 48 例 HA 阳性和 48 例 HA 阴性福尔马林固定石蜡包埋(FFPE)样本进行 RNA 测序,以鉴定差异表达基因(DEG)。对 DEG 进行通路和基因富集分析。使用癌症基因组图谱肾透明细胞癌(TCGA-KIRC)数据和 DEG 进行聚类分析。共鉴定出 129 个 DEG。HA 阳性肿瘤表现出与细胞外基质(ECM)组织和 ECM 受体相互作用途径相关的基因表达增强。基因集富集分析表明,上皮-间充质转化相关基因在 HA 阳性表型中高度富集。构建蛋白质-蛋白质相互作用网络,发现 17 个枢纽基因。TCGA-KIRC 数据的热图分析确定了与 HA 阳性和 HA 阴性表型相对应的两个预后聚类。这些聚类用于验证枢纽基因的表达水平并进行生存分析,其中 11 个与预后不良相关。这些发现增强了我们对透明质酸在 ccRCC 中的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/afa0/11082176/c608d2ac1f3e/41598_2024_61426_Fig1_HTML.jpg

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