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Schwann cell reprogramming and lung cancer progression: a meta-analysis of transcriptome data

机译:雪旺氏细胞重编程与肺癌进展:转录组数据的荟萃分析

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摘要

Schwann cells were identified in the tumor surrounding area prior to initiate the invasion process underlying connective tissue. These cells promote cancer invasion through direct contact, while paracrine signaling and matrix remodeling are not sufficient to proceed. Considering the intertwined structure of signaling, regulatory, and metabolic processes within a cell, we employed a genome-scale biomolecular network. Accordingly, a meta-analysis of Schwann cells associated transcriptomic datasets was performed, and the core information on differentially expressed genes (DEGs) was obtained by statistical analyses. Gene set over-representation analyses was performed on core DEGs to identify significantly functional and pathway enrichment analysis between Schwann cells and, lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). DEGs were further integrated with genome-scale human biomolecular networks. miRNAs were proposed by the reconstruction of a transcriptional and post-transcriptional regulatory network. Moreover, microarray-based transcriptome profiling was performed, and the prognostic power of selected dedifferentiated Schwann cell biomolecules was predicted. We observed that pathways associated with Schwann cells dedifferentiation was overexpressed in lung cancer samples. However, genes associated with Schwann cells migration inhibition system were downregulated. Besides, miRNA targeting those pathways were also deregulated. In this study, we report valuable data for further experimental and clinical analysis, because the proposed biomolecules have significant potential as systems biomarkers for screening or for therapeutic purposes in perineural invasion of lung cancer.
机译:在开始周围结缔组织的侵袭过程之前,在肿瘤周围区域鉴定出雪旺细胞。这些细胞通过直接接触促进癌症侵袭,而旁分泌信号传导和基质重塑不足以进行。考虑到细胞内信号,调节和代谢过程的相互交织的结构,我们采用了基因组规模的生物分子网络。因此,进行了雪旺氏细胞相关转录组数据集的荟萃分析,并通过统计分析获得了差异表达基因(DEG)的核心信息。对核心DEGs进行了基因集过度表达分析,以鉴定Schwann细胞与肺腺癌(LUAD)和肺鳞状细胞癌(LUSC)之间的显着功能和途径富集分析。 DEG与基因组规模的人类生物分子网络进一步整合。通过转录和转录后调控网络的重建提出了miRNA。此外,进行了基于微阵列的转录组谱分析,并预测了所选去分化的雪旺氏细胞生物分子的预后能力。我们观察到与雪旺氏细胞去分化相关的途径在肺癌样品中过表达。然而,与雪旺氏细胞迁移抑制系统相关的基因被下调。此外,靶向这些途径的miRNA也被放松。在这项研究中,我们报告了有价值的数据,用于进一步的实验和临床分析,因为拟议的生物分子作为系统生物标记物具有显着的潜力,可用于筛选或治疗肺癌的神经周围侵袭。

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