The synergistic effects of anoikis-related genes and EMT-related genes in the prognostic prediction of Wilms tumor.

IF 3.9 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Frontiers in Molecular Biosciences Pub Date : 2024-09-16 eCollection Date: 2024-01-01 DOI:10.3389/fmolb.2024.1469775
Kexin Meng, Zerui Zhao, Yaqing Gao, Keliang Wu, Wei Liu, Xiaoqing Wang, Yi Zheng, Wei Zhao, Bei Wang
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Abstract

Wilms tumor (WT) is the most common type of malignant abdominal tumor in children; it exhibits a high degree of malignancy, grow rapidly, and is prone to metastasis. This study aimed to construct a prognosis model based on anoikis-related genes (ARGs) and epithelial-mesenchymal transition (EMT)-related genes (ERGs) for WT patients; we assessed the characteristics of the tumor microenvironment and treatment efficacy, as well as identifying potential therapeutic targets. To this end, we downloaded transcriptome sequencing data and clinical data for WT and normal renal cortices and used R to construct and validate the prognostic model based on ARGs and ERGs. Additionally, we performed clinical feature analysis, nomogram construction, mutation analysis, drug sensitivity analysis, Connectivity Map (cMAP) analysis, functional enrichment analysis, and immune infiltration analysis. Finally, we screened the hub gene using the STRING database and validated it via experiments. In this way, we constructed a model with good accuracy and robustness, which was composed of seven anoikis- and EMT-related genes. Paclitaxel and mesna were selected as potential chemotherapeutic drugs and adjuvant chemotherapeutic drugs for the WT high-risk group by using the Genomics of Drug Sensitivity in Cancer (GDSC) and cMAP compound libraries, respectively. We proved the existence of a strong correlation between invasive immune cells and prognostic genes and risk scores. Next, we selected NTRK2 as the hub gene, and in vitro experiments confirmed that its inhibition can significantly inhibit the proliferation and migration of tumor cells and promote late apoptosis. In summary, we screened out the potential biomarkers and chemotherapeutic drugs that can improve the prognosis of patients with WT.

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anoikis相关基因和EMT相关基因在预测Wilms肿瘤预后中的协同作用。
Wilms瘤(WT)是儿童腹部恶性肿瘤中最常见的一种,具有恶性程度高、生长快、易转移等特点。本研究旨在根据瘤相关基因(ARGs)和上皮-间质转化(EMT)相关基因(ERGs)构建WT患者的预后模型,评估肿瘤微环境的特征和治疗效果,并确定潜在的治疗靶点。为此,我们下载了WT和正常肾皮质的转录组测序数据和临床数据,并使用R构建和验证了基于ARGs和ERGs的预后模型。此外,我们还进行了临床特征分析、提名图构建、突变分析、药物敏感性分析、连接图(cMAP)分析、功能富集分析和免疫浸润分析。最后,我们利用 STRING 数据库筛选出了中枢基因,并通过实验进行了验证。通过这种方法,我们构建了一个具有良好准确性和鲁棒性的模型,该模型由 7 个与 anoikis 和 EMT 相关的基因组成。利用癌症药物敏感性基因组学(GDSC)和cMAP化合物库,分别筛选出紫杉醇和美斯那作为WT高危组的潜在化疗药物和辅助化疗药物。我们证明了侵袭性免疫细胞与预后基因和风险评分之间存在很强的相关性。接下来,我们选择了 NTRK2 作为枢纽基因,体外实验证实抑制 NTRK2 可以显著抑制肿瘤细胞的增殖和迁移,并促进晚期细胞凋亡。总之,我们筛选出了可以改善WT患者预后的潜在生物标志物和化疗药物。
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来源期刊
Frontiers in Molecular Biosciences
Frontiers in Molecular Biosciences Biochemistry, Genetics and Molecular Biology-Biochemistry
CiteScore
7.20
自引率
4.00%
发文量
1361
审稿时长
14 weeks
期刊介绍: Much of contemporary investigation in the life sciences is devoted to the molecular-scale understanding of the relationships between genes and the environment — in particular, dynamic alterations in the levels, modifications, and interactions of cellular effectors, including proteins. Frontiers in Molecular Biosciences offers an international publication platform for basic as well as applied research; we encourage contributions spanning both established and emerging areas of biology. To this end, the journal draws from empirical disciplines such as structural biology, enzymology, biochemistry, and biophysics, capitalizing as well on the technological advancements that have enabled metabolomics and proteomics measurements in massively parallel throughput, and the development of robust and innovative computational biology strategies. We also recognize influences from medicine and technology, welcoming studies in molecular genetics, molecular diagnostics and therapeutics, and nanotechnology. Our ultimate objective is the comprehensive illustration of the molecular mechanisms regulating proteins, nucleic acids, carbohydrates, lipids, and small metabolites in organisms across all branches of life. In addition to interesting new findings, techniques, and applications, Frontiers in Molecular Biosciences will consider new testable hypotheses to inspire different perspectives and stimulate scientific dialogue. The integration of in silico, in vitro, and in vivo approaches will benefit endeavors across all domains of the life sciences.
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