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整合单细胞和批量测序分析及实验验证确定了 CD226 在泛癌中的预后和免疫学意义

英文原题:Integrated single-cell and bulk sequencing analyses with experimental validation identify the prognostic and immunological implications of CD226 in pan-cancer.

查看英文原题

Integrated single-cell and bulk sequencing analyses with experimental validation identify the prognostic and immunological implications of CD226 in pan-cancer.

PubMed 2023/08/14(内容时间) J Cancer Res Clin Oncol Q2 · IF 3.3(JCR 2025)

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研究概要

CD226 已显示出作为创新生物标志物的巨大潜力,可用于预测患者预后、免疫浸润水平、肿瘤浸润 CD8+ T 细胞的功能以及免疫治疗反应。此外,我们的研究结果表明,对 CD226 表达和功能进行最佳调控,并结合当前的 ICBs,可能是一种有前景的肿瘤免疫治疗策略。

研究思路结论见上方概要

CD226(DNAM-1)是一种主要表达于CD8+和NK细胞的活化受体。CD226缺失和阻断已被证明会损害肿瘤抑制,而CD226表达增强与免疫检查点阻断(ICB)疗法疗效增加呈正相关。然而,CD226在泛癌中的详细功能和作用在很大程度上仍不清楚,需要进一步深入研究。因此,本研究旨在探讨CD226的生物学功能、其在肿瘤免疫中的作用,以及其在泛癌中预测预后和免疫治疗反应的潜力。

通过利用单细胞和批量测序分析,我们在泛癌中分析了CD226的表达谱、其与患者预后、免疫浸润水平、免疫相关基因、肿瘤异质性和干性的相关性。我们还使用基因集富集分析(GSEA)研究了CD226的生物学功能,并评估了其在免疫治疗和小分子靶向药物反应中的预测价值。此外,我们使用小鼠B16F10黑色素瘤模型验证了CD226在肿瘤浸润CD8+和NK细胞中的表达,并研究了其与其功能的关联。

CD226在大多数肿瘤类型中表现出差异性表达,其表达升高与多种癌症类型中临床结局改善相关。在大多数癌症中,CD226与众多肿瘤浸润免疫细胞、肿瘤干性和异质性密切相关。此外,基于单细胞测序分析,发现CD226在效应CD4+ T细胞上的表达高于初始CD4+ T细胞,并且在多种癌症类型中,其表达水平在耗竭CD8+ T细胞中相对于效应CD8+ T细胞降低。另外,流式细胞术分析表明,在小鼠B16F10黑色素瘤中,CD226与肿瘤浸润NK和CD8+ T细胞的功能高度相关。此外,GSEA分析显示,CD226与T细胞活化、NK 细胞介导的免疫、NK 细胞介导的细胞毒性以及T细胞受体信号通路密切相关。最后,CD226对ICB疗法和多种小分子靶向药物的反应性显示出有前景的预测潜力。

展开英文摘要原文

CD226 (DNAM-1) is an activating receptor mainly expressed in CD8 + and NK cells. CD226 deficiency and blockade have been shown to impair tumor suppression, while enhanced CD226 expression positively correlated with the increased efficacy of immune checkpoint blockade (ICB) therapies. However, the detailed function and role of CD226 in pan-cancer are largely unknown and require further in-depth investigation. Therefore, this study aims to investigate the biological functions of CD226, its role in tumor immunity, and its potential to predict prognosis and immunotherapy response in pan-cancer.

By taking advantage of single-cell and bulk sequencing analyses, we analyzed the expression profile of CD226, its correlation with patient prognosis, immune infiltration level, immune-related genes, tumor heterogeneity, and stemness in pan-cancer. We also investigated the biological functions of CD226 using gene set enrichment analysis (GSEA) and evaluated its predictive value in response to immunotherapy and small-molecule targeted drugs. In addition, we validated the expression of CD226 in tumor-infiltrating CD8 + and NK cells and studied its association with their functions using a murine B16F10 melanoma model.

CD226 exhibited differential expression across most tumor types, and its elevated expression was associated with improved clinical outcomes in multiple cancer types. CD226 is closely correlated with numerous tumor-infiltrating immune cells, tumor stemness, and heterogeneity in most cancers. Furthermore, based on single-cell sequencing analysis, CD226 expression was found to be higher on effector CD4 + T cells than naïve CD4 + T cells, and its expression level was decreased in exhausted CD8 + T cells relative to effector CD8 + T cells in multiple cancer types. Additionally, flow cytometric analysis demonstrated that CD226 was highly correlated with the function of tumor-infiltrating NK and CD8 + T cells in murine B16F10 melanoma. Moreover, GSEA analysis revealed that CD226 was closely associated with T cell activation, natural killer cell mediated immunity, natural killer cell-mediated cytotoxicity, and T cell receptor signaling pathway. Finally, CD226 showed promising predictive potential for responsiveness to both ICB therapies and various small-molecule targeted drugs.

CD226 has shown great potential as an innovative biomarker for predicting patient prognosis, immune infiltration levels, and the function of tumor-infiltrating CD8 + T cells, as well as immunotherapy response. Additionally, our findings suggest that the optimal modification of CD226 expression and function, combined with current ICBs, could be a promising strategy for tumor immunotherapy.

论文信息

作者
Ma P、Sun W
第一作者单位
Department of Gastroenterology, Jingzhou Hospital Affiliated to Yangtze University, Jingzhou, Hubei Province, People's Republic of China.China
通讯作者单位
Division of Experimental Medicine, McGill University, Montreal, QC, Canada. weili.sun@mail.mcgill.ca.Canada
期刊
Journal of cancer research and clinical oncology2023 Nov
原文标识
PubMed 37580402 · DOI 10.1007/s00432-023-05268-y