Department of Cardiology in South Branch, Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China.
Department of General Medicine, People's Hospital of Longhua, Shenzhen, Guangdong, China.
Front Immunol. 2024 Jul 19;15:1429205. doi: 10.3389/fimmu.2024.1429205. eCollection 2024.
Islet transplantation is a promising therapy for diabetes treatment. However, the molecular underpinnings governing the immune response, particularly T-cell dynamics in syngeneic and allogeneic transplant settings, remain poorly understood. Understanding these T cell dynamics is crucial for enhancing graft acceptance and managing diabetes treatment more effectively. This study aimed to elucidate the molecular mechanisms, gene expression differences, biological pathway alterations, and intercellular communication patterns among T-cell subpopulations after syngeneic and allogeneic islet transplantation. Using single-cell RNA sequencing, we analyzed cellular heterogeneity and gene expression profiles using the Seurat package for quality control and dimensionality reduction through t-SNE. Differentially expressed genes (DEGs) were analyzed among different T cell subtypes. GSEA was conducted utilizing the HALLMARK gene sets from MSigDB, while CellChat was used to infer and visualize cell-cell communication networks. Our findings revealed genetic variations within T-cell subpopulations between syngeneic and allogeneic islet transplants. We identified significant DEGs across these conditions, highlighting molecular discrepancies that may underpin rejection or other immune responses. GSEA indicated activation of the interferon-alpha response in memory T cells and suppression in CD4+ helper and γδ T cells, whereas TNFα signaling via NFκB was particularly active in regulatory T cells, γδ T cells, proliferating T cells, and activated CD8+ T cells. CellChat analysis revealed complex communication patterns within T-cell subsets, notably between proliferating T cells and activated CD8+ T cells. In conclusion, our study provides a comprehensive molecular landscape of T-cell diversity in islet transplantation. The insights into specific gene upregulation in xenotransplants suggest potential targets for improving graft tolerance. The differential pathway activation across T-cell subsets underscores their distinct roles in immune responses posttransplantation.
胰岛移植是治疗糖尿病的一种有前途的疗法。然而,控制免疫反应的分子基础,特别是在同基因和同种异体移植环境中 T 细胞动力学,仍知之甚少。了解这些 T 细胞动力学对于增强移植物的接受度和更有效地治疗糖尿病至关重要。本研究旨在阐明同基因和同种异体胰岛移植后 T 细胞亚群的分子机制、基因表达差异、生物途径改变和细胞间通讯模式。使用单细胞 RNA 测序,我们使用 Seurat 包分析细胞异质性和基因表达谱,进行质量控制和通过 t-SNE 降维。分析不同 T 细胞亚群之间的差异表达基因(DEGs)。使用 MSigDB 中的 HALLMARK 基因集进行 GSEA,同时使用 CellChat 推断和可视化细胞-细胞通讯网络。我们的研究结果揭示了同基因和同种异体胰岛移植之间 T 细胞亚群内的遗传变异。我们在这些条件下鉴定了显著的 DEGs,突出了可能构成排斥或其他免疫反应基础的分子差异。GSEA 表明记忆 T 细胞中干扰素-α反应的激活和 CD4+辅助和γδ T 细胞中的抑制,而 NFκB 途径的 TNFα信号在调节性 T 细胞、γδ T 细胞、增殖 T 细胞和激活的 CD8+ T 细胞中特别活跃。CellChat 分析揭示了 T 细胞亚群内复杂的通讯模式,特别是在增殖 T 细胞和激活的 CD8+ T 细胞之间。总之,我们的研究提供了胰岛移植中 T 细胞多样性的全面分子图谱。异种移植中特定基因上调的见解表明了改善移植物耐受性的潜在靶点。T 细胞亚群中不同途径的激活强调了它们在移植后免疫反应中的不同作用。