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WGCNA 鉴定 TLR7 为胃腺癌的新型诊断生物标志物、进展和预后指标以及免疫治疗靶点。

WGCNA identification of TLR7 as a novel diagnostic biomarker, progression and prognostic indicator, and immunotherapeutic target for stomach adenocarcinoma.

机构信息

Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.

Clinical Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.

出版信息

Cancer Med. 2021 Jun;10(12):4004-4016. doi: 10.1002/cam4.3946. Epub 2021 May 12.

Abstract

Stomach adenocarcinoma (STAD) is a malignant tumor with high histological heterogeneity. However, the potential mechanism of STAD tumorigenesis remains to be elucidated. The purpose of our research was to identify candidate genes associated with the diagnosis, progression, prognosis, and immunotherapeutic targets of STAD. Based on tumor samples from the GSE28541 dataset, weighted gene co-expression network analysis revealed 16 modules related to STAD stage and grade. The salmon module emerged as the most relevant module (cor = 0.34), and functional enrichment analysis showed that the genes in the salmon were primarily related to major histocompatibility complex, immune response, and cell differentiation. Toll-like receptor 7 (TLR7) was recognized as the real hub gene in the salmon module. Compared to normal stomach tissues, the transcriptional and translational levels of TLR7 were significantly elevated in STAD. Receiver operating characteristic curves verified that TLR7 displayed remarkable sensitivity and specificity for the diagnosis of STAD. The functions of TLR7 were primarily enriched in the regulation of Toll-like receptor signaling pathway, pattern recognition receptor signaling pathway, and innate immune response. Overexpression of TLR7 tended to indicate more advanced STAD, higher degree of STAD, and poorer prognosis of STAD. In addition, TLR7 expression was positively correlated with immune cell infiltration and immune checkpoint expression. Somatic copy number alteration of TLR7 was also significantly related to immune cell infiltration. In conclusion, this study revealed the crucial role of TLR7 in STAD and provided new perspectives for the selection of biomarkers, progression and prognosis indicators, and immunotherapeutic targets for STAD.

摘要

胃腺癌(STAD)是一种具有高度组织学异质性的恶性肿瘤。然而,STAD 肿瘤发生的潜在机制仍有待阐明。我们的研究目的是鉴定与 STAD 的诊断、进展、预后和免疫治疗靶点相关的候选基因。基于 GSE28541 数据集的肿瘤样本,加权基因共表达网络分析显示了 16 个与 STAD 分期和分级相关的模块。三文鱼模块是最相关的模块(cor=0.34),功能富集分析表明三文鱼模块中的基因主要与主要组织相容性复合体、免疫反应和细胞分化有关。Toll 样受体 7(TLR7)被认为是三文鱼模块中的真正枢纽基因。与正常胃组织相比,TLR7 的转录和翻译水平在 STAD 中显著升高。接收者操作特征曲线验证了 TLR7 对 STAD 的诊断具有显著的敏感性和特异性。TLR7 的功能主要富集在 Toll 样受体信号通路、模式识别受体信号通路和固有免疫反应的调节中。TLR7 的过表达往往表明 STAD 更晚期、更高分级和更差的 STAD 预后。此外,TLR7 的表达与免疫细胞浸润和免疫检查点表达呈正相关。TLR7 的体细胞拷贝数改变也与免疫细胞浸润显著相关。总之,本研究揭示了 TLR7 在 STAD 中的关键作用,为 STAD 的生物标志物选择、进展和预后指标以及免疫治疗靶点提供了新的视角。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e72/8209604/710656cf89ab/CAM4-10-4004-g010.jpg

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