National and Regional Joint Engineering Laboratory for Medicament of Zoonosis Prevention and Control, Guangdong Provincial Key Laboratory of Zoonosis Prevention and Control, College of Veterinary Medicine, South China Agricultural University, Guangzhou, China.
Core Facilities for Medical Science, Sun Yat-sen University, Guangzhou, China.
Front Cell Infect Microbiol. 2021 Nov 10;11:747094. doi: 10.3389/fcimb.2021.747094. eCollection 2021.
It is well known that chicken CD8 T cell response is vital to clearing viral infections. However, the differences between T cell subsets expressing CD8 receptors in chicken peripheral blood mononuclear cells (PBMCs) have not been compared. Herein, we used Smart-Seq2 scRNA-seq technology to characterize the difference of chicken CD8, CD8 αα, CD8 αβ, CD8, and CD4CD8 T cell subsets from PBMCs of avian leukosis virus subgroup J (ALV-J)-infected chickens. Weighted gene co-expression network analysis (WGCNA) and Trend analysis revealed that genes enriched in the "Cytokine-cytokine receptor interaction" pathway were most highly expressed in the CD8 αα T cell population, especially T cell activation or response-related genes including CD40LG, IL2RA, IL2RB, IL17A, IL1R1, TNFRSF25, and TNFRSF11, suggesting that CD8 αα T cells rather than other CD8 subpopulations were more responsive to ALV-J infections. On the other hand, genes involved in the "FoxO signaling pathway" and "TGF-beta signaling pathway" were most highly expressed in the CD4CD8 (CD8) T cell population and the function of CD4CD8 T cells may play roles in negatively regulating the functions of T cells based on the high expression of CCND1, ROCK1, FOXO1, FOXO3, TNFRSF18, and TNFRSF21. The selected gene expressions in CD8 T cells and CD4CD8 double-positive T cells confirmed by qRT-PCR matched the Smart-Seq2 data, indicating the reliability of the smart-seq results. The high expressions of Granzyme K, Granzyme A, and CCL5 indicated the positive response of CD8 T cells. Conversely, CD4CD8 T cells may have the suppressor activity based on the low expression of activation molecules but high expression of T cell activity suppressor genes. These findings verified the heterogeneity and transcriptional differences of T cells expressing CD8 receptors in chicken PBMCs.
众所周知,鸡 CD8 T 细胞反应对于清除病毒感染至关重要。然而,鸡外周血单核细胞(PBMC)中表达 CD8 受体的 T 细胞亚群之间的差异尚未进行比较。在此,我们使用 Smart-Seq2 scRNA-seq 技术来描述禽白血病病毒亚群 J(ALV-J)感染鸡的 PBMC 中鸡 CD8、CD8αα、CD8αβ、CD8 和 CD4CD8 T 细胞亚群的差异。加权基因共表达网络分析(WGCNA)和趋势分析显示,在“细胞因子-细胞因子受体相互作用”途径中富集的基因在 CD8αα T 细胞群体中表达最高,特别是与 T 细胞激活或反应相关的基因,包括 CD40LG、IL2RA、IL2RB、IL17A、IL1R1、TNFRSF25 和 TNFRSF11,表明 CD8αα T 细胞对 ALV-J 感染的反应性高于其他 CD8 亚群。另一方面,在 CD4CD8(CD8)T 细胞群体中,与“FoxO 信号通路”和“TGF-β信号通路”相关的基因表达最高,而 CD4CD8 T 细胞的功能可能通过 CCND1、ROCK1、FOXO1、FOXO3、TNFRSF18 和 TNFRSF21 的高表达来负调控 T 细胞的功能。通过 qRT-PCR 验证的 CD8 T 细胞和 CD4CD8 双阳性 T 细胞中选定基因的表达与 Smart-Seq2 数据相匹配,表明 Smart-Seq 结果的可靠性。Granzyme K、Granzyme A 和 CCL5 的高表达表明 CD8 T 细胞的阳性反应。相反,CD4CD8 T 细胞可能具有抑制活性,因为其激活分子表达较低,但 T 细胞活性抑制基因表达较高。这些发现验证了鸡 PBMC 中表达 CD8 受体的 T 细胞的异质性和转录差异。