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综合单细胞和批量测序分析并结合实验验证,鉴定了 CD226 在泛癌中的预后和免疫意义。

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

机构信息

Department of Gastroenterology, Jingzhou Hospital Affiliated to Yangtze University, Jingzhou, Hubei Province, People's Republic of China.

Division of Experimental Medicine, McGill University, Montreal, QC, Canada.

出版信息

J Cancer Res Clin Oncol. 2023 Nov;149(16):14597-14617. doi: 10.1007/s00432-023-05268-y. Epub 2023 Aug 14.

Abstract

PURPOSE

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.

METHODS

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.

RESULTS

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.

CONCLUSION

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.

摘要

目的

CD226(DNAM-1)是一种主要在 CD8+和 NK 细胞中表达的激活受体。已经证明 CD226 缺陷和阻断会损害肿瘤抑制作用,而增强的 CD226 表达与免疫检查点阻断(ICB)治疗效果的增加呈正相关。然而,CD226 在泛癌症中的详细功能和作用在很大程度上仍是未知的,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在泛癌症中预测预后和免疫治疗反应的潜力。

方法

通过利用单细胞和批量测序分析,我们分析了 CD226 的表达谱、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,并评估了其对免疫治疗和小分子靶向药物反应的预测价值。此外,我们验证了肿瘤浸润 CD8+和 NK 细胞中 CD226 的表达,并使用小鼠 B16F10 黑色素瘤模型研究了其与细胞功能的关联。

结果

CD226 在大多数肿瘤类型中表现出差异表达,其高表达与多种癌症类型的临床结局改善相关。CD226 与大多数癌症中的许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,我们发现 CD226 在效应性 CD4+T 细胞上的表达高于幼稚 CD4+T 细胞,并且在多种癌症类型中,其表达水平在耗竭性 CD8+T 细胞中低于效应性 CD8+T 细胞。此外,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 分析表明,CD226 与 T 细胞激活、自然杀伤细胞介导的免疫、自然杀伤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 显示出对 ICB 治疗和各种小分子靶向药物反应的有前景的预测潜力。

结论

CD226 作为一种预测患者预后、免疫浸润水平以及肿瘤浸润 CD8+T 细胞功能和免疫治疗反应的创新生物标志物具有巨大潜力。此外,我们的研究结果表明,优化 CD226 表达和功能的修饰,结合当前的 ICB,可以成为肿瘤免疫治疗的一种有前途的策略。

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