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单细胞转录组分析揭示了食管鳞癌上皮-间充质转化分子异质性的全景。

Single-cell transcriptomic analysis reveals the landscape of epithelial-mesenchymal transition molecular heterogeneity in esophageal squamous cell carcinoma.

机构信息

School of Clinical and Basic Medical Sciences, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, 250117, China.

Department of Thoracic Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250117, China.

出版信息

Cancer Lett. 2024 Apr 10;587:216723. doi: 10.1016/j.canlet.2024.216723. Epub 2024 Feb 10.

Abstract

Esophageal squamous cell carcinoma (ESCC) is a prevalent and highly lethal malignant disease. The epithelial-mesenchymal transition (EMT) is crucial in promoting ESCC development. However, the molecular heterogeneity of ESCC and the potential inhibitory strategies targeting EMT remain poorly understood. In this study, we analyzed high-resolution single-cell transcriptome data encompassing 209,231 ESCC cells from 39 tumor samples and 16 adjacent samples obtained from 44 individuals. We identified distinct cell populations exhibiting heterogeneous EMT characteristics and identified 87 EMT-associated molecules. The expression profiles of these EMT-associated molecules showed heterogeneity across different stages of ESCC progression. Moreover, we observed that EMT primarily occurred in early-stage tumors, before lymph node metastasis, and significantly promoted the rapid deterioration of ESCC. Notably, we identified SERPINH1 as a potential novel marker for ESCC EMT. By classifying ESCC patients based on EMT gene sets, we found that those with high EMT exhibited poorer prognosis. Furthermore, we predicted and experimentally validated drugs targeting ESCC EMT, including dactolisib, docetaxel, and nutlin, which demonstrated efficacy in inhibiting EMT and metastasis in ESCC. Through the integration of scRNA-seq, RNA-seq, and TCGA data with experimental validation, our comprehensive analysis elucidated the landscape of EMT during the entire course of ESCC development and metastasis. These findings provide valuable insights and a reference for refining ESCC clinical treatment strategies.

摘要

食管鳞状细胞癌(ESCC)是一种常见且高度致命的恶性疾病。上皮-间充质转化(EMT)在促进 ESCC 发展中起着关键作用。然而,ESCC 的分子异质性和针对 EMT 的潜在抑制策略仍了解甚少。在这项研究中,我们分析了涵盖 44 名个体的 39 个肿瘤样本和 16 个相邻样本的 209,231 个 ESCC 细胞的高分辨率单细胞转录组数据。我们鉴定出具有不同 EMT 特征的不同细胞群体,并鉴定出 87 个 EMT 相关分子。这些 EMT 相关分子的表达谱在 ESCC 进展的不同阶段表现出异质性。此外,我们观察到 EMT 主要发生在肿瘤早期,在淋巴结转移之前,并显著促进了 ESCC 的迅速恶化。值得注意的是,我们鉴定出 SERPINH1 是 ESCC EMT 的一个潜在的新标志物。通过基于 EMT 基因集对 ESCC 患者进行分类,我们发现具有高 EMT 的患者预后较差。此外,我们预测并通过实验验证了针对 ESCC EMT 的药物,包括 dactolisib、docetaxel 和 nutlin,这些药物在抑制 ESCC 的 EMT 和转移方面表现出疗效。通过整合 scRNA-seq、RNA-seq 和 TCGA 数据并进行实验验证,我们全面分析了 EMT 在 ESCC 发展和转移的整个过程中的景观。这些发现为细化 ESCC 临床治疗策略提供了有价值的见解和参考。

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