Identify BCAT1 plays an oncogenic role and promotes EMT in KIRC via single cell RNA-seq and experiment

IF 3.5 3区 医学 Q2 ONCOLOGY Frontiers in Oncology Pub Date : 2024-09-11 DOI:10.3389/fonc.2024.1446324
Shiqing Li, Yinsheng Guo, Guanhua Zhu, Lu Sun, Feng Zhou
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Abstract

BackgroundKidney renal clear cell carcinoma (KIRC) is a major subtype of renal cell carcinoma with poor prognosis due to its invasive and metastatic nature. Despite advances in understanding the molecular underpinnings of various cancers, the role of branched-chain amino acid transferase 1 (BCAT1) in KIRC remains underexplored. This study aims to fill this gap by investigating the oncogenic role of BCAT1 in KIRC using single-cell RNA-seq data and experimental validation.MethodsSingle-cell transcriptomic data GSE159115 was utilized to investigate potential biomarkers in KIRC. After screening, we used BCAT1 as a target gene and investigated its function and mechanism in KIRC through databases such as TCGA-GTEx, using genome enrichment analysis (GSEA), genome variation analysis (GSVA), gene ontology (GO) and Kyoto Encyclopedia of the Genome (KEGG). BCAT1 expression was detected in clinical tissue samples using Western Blotting (WB) and immunohistochemical (IHC) staining techniques. We established cell lines stably overexpressing and knocking down BCAT1 and performed WB, qRT-PCR, cell scratch assay and transwell assay.ResultsBCAT1 was highly expressed in KIRC and was associated with disease prognosis and TME. Patients with mutations in the BCAT1 gene had shorter overall survival (OS) and disease-free survival (DFS). patients with high BCAT1 expression had shorter OS, progression-free interval (PFI), and disease-specific survival (DSS). GSEA showed that BCAT1 was significantly enriched in epithelial mesenchymal transition (EMT). Bioinformatics analysis and WB and IHC staining showed that BCAT1 expression was higher in KIRC than in paracancerous tissues. In vitro experiments confirmed that BCAT1 in KIRC cells may promote EMT affecting its invasion, migration. We constructed a protein interaction network (PPI) to hypothesize proteins that may interact with BCAT1. Single-sample gene set enrichment analysis (ssGSEA) revealed the immune infiltration environment of BCAT1. Furthermore, hypomethylation of the BCAT1 promoter region in KIRC may contribute to disease progression by promoting BCAT1 expression.ConclusionBCAT1 promotes KIRC invasion and metastasis through EMT and has prognostic predictive value and potential as a biomarker. It may become a novel biomarker.
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通过单细胞 RNA 截获和实验确定 BCAT1 在 KIRC 中发挥致癌作用并促进 EMT
背景肾透明细胞癌(KIRC)是肾细胞癌的一个主要亚型,由于其侵袭性和转移性,预后较差。尽管人们对各种癌症的分子基础有了更深入的了解,但支链氨基酸转移酶1(BCAT1)在KIRC中的作用仍未得到充分探索。本研究旨在利用单细胞 RNA-seq 数据和实验验证研究 BCAT1 在 KIRC 中的致癌作用,从而填补这一空白。经过筛选,我们以 BCAT1 为靶基因,通过 TCGA-GTEx 等数据库,利用基因组富集分析(GSEA)、基因组变异分析(GSVA)、基因本体论(GO)和京都基因组百科全书(KEGG)研究了其在 KIRC 中的功能和机制。利用免疫印迹(WB)和免疫组化(IHC)染色技术检测了临床组织样本中 BCAT1 的表达。我们建立了稳定过表达和敲除BCAT1的细胞系,并进行了WB、qRT-PCR、细胞划痕试验和透孔试验。BCAT1基因突变的患者总生存期(OS)和无病生存期(DFS)较短,BCAT1高表达的患者OS、无进展间期(PFI)和疾病特异性生存期(DSS)较短。GSEA显示,BCAT1在上皮间质转化(EMT)中明显富集。生物信息学分析以及WB和IHC染色显示,BCAT1在KIRC中的表达高于癌旁组织。体外实验证实,KIRC细胞中的BCAT1可促进EMT,影响其侵袭和迁移。我们构建了一个蛋白相互作用网络(PPI),以推测可能与BCAT1相互作用的蛋白。单样本基因组富集分析(ssGSEA)揭示了BCAT1的免疫浸润环境。此外,KIRC中BCAT1启动子区的低甲基化可能会通过促进BCAT1的表达而导致疾病进展。它可能成为一种新型生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Frontiers in Oncology
Frontiers in Oncology Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
6.20
自引率
10.60%
发文量
6641
审稿时长
14 weeks
期刊介绍: Cancer Imaging and Diagnosis is dedicated to the publication of results from clinical and research studies applied to cancer diagnosis and treatment. The section aims to publish studies from the entire field of cancer imaging: results from routine use of clinical imaging in both radiology and nuclear medicine, results from clinical trials, experimental molecular imaging in humans and small animals, research on new contrast agents in CT, MRI, ultrasound, publication of new technical applications and processing algorithms to improve the standardization of quantitative imaging and image guided interventions for the diagnosis and treatment of cancer.
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