Laboratório de Medicina e Saúde Pública de Precisão (MeSP2), Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Bahia, Brazil.
Laboratório Especial de Desenvolvimento de Vacinas, Instituto Butantan, São Paulo, SP, Brazil.
Parasit Vectors. 2024 Nov 19;17(1):476. doi: 10.1186/s13071-024-06505-0.
Despite decades of research, an effective schistosomiasis vaccine remains elusive. The radiation-attenuated (RA) cercarial vaccine remains the best model for eliciting high levels of protection. We have recently explored this model in mice to identify potentially protective pathways by examining gene expression patterns in peripheral blood mononuclear cells (PBMC).
Herein, we reanalyzed the transcriptomic data from PBMC obtained from vaccinated and infected C57BL/6 mice in three timepoints (Days 7 and 17 after infection or vaccination and Day 7 post-challenge). In addition, we generated new data on PBMC collected 35 days after infection. Deconvolution analysis was performed to estimate immune cell composition by CIBERSORTx. Gene co-expression networks and over-representation analysis (ORA) were performed using the CEMiTool package. Protein-protein interaction networks were constructed using STRING, and the hub proteins for each module were identified using Cytoscape.
Co-expression network analysis identified a module (M2) associated with the infection process, grouping genes related to a Th2 immune response, and a second module (M6) associated with the vaccination process, displaying pathways related to a Th1 response, CD8 + T cells and NK cells. Within each module, five hub proteins were identified based on protein-protein interaction networks. The M2 infection module revealed Chil3, Il4, Cx3cr1, Emr1 and Ccl2 as hubs, while module M6, associated with vaccination, disclosed Prf1, Klrc1, IFN-γ, Ncr1 and Tbx21 as hub proteins.
Our data point to the potentiald role of NK cells that may contribute to the RA vaccine response through the production of IFN-γ orchestrated by the T-bet transcription factor (Tbx21).
尽管经过了几十年的研究,一种有效的血吸虫病疫苗仍然难以捉摸。辐射减毒(RA)尾蚴疫苗仍然是诱导高水平保护的最佳模型。我们最近在小鼠中探索了这种模型,通过检查外周血单核细胞(PBMC)中的基因表达模式来确定潜在的保护途径。
在此,我们重新分析了来自接种和感染 C57BL/6 小鼠的 PBMC 的转录组数据,这些小鼠在感染或接种后的第 7 天和 17 天以及攻毒后第 7 天(Day 7 和 17 after infection or vaccination and Day 7 post-challenge)三个时间点获得。此外,我们还生成了感染后 35 天收集的 PBMC 的新数据。通过 CIBERSORTx 进行去卷积分析以估计免疫细胞组成。使用 CEMiTool 包进行基因共表达网络和过度表达分析(ORA)。使用 STRING 构建蛋白质-蛋白质相互作用网络,并使用 Cytoscape 识别每个模块的枢纽蛋白。
共表达网络分析确定了一个与感染过程相关的模块(M2),该模块将与 Th2 免疫反应相关的基因分组在一起,另一个与疫苗接种过程相关的模块(M6)显示了与 Th1 反应、CD8+T 细胞和 NK 细胞相关的途径。在每个模块中,根据蛋白质-蛋白质相互作用网络确定了五个枢纽蛋白。M2 感染模块揭示了 Chil3、Il4、Cx3cr1、Emr1 和 Ccl2 作为枢纽,而与疫苗接种相关的模块 M6 则揭示了 Prf1、Klrc1、IFN-γ、Ncr1 和 Tbx21 作为枢纽蛋白。
我们的数据表明 NK 细胞可能通过 T 细胞转录因子(Tbx21)协调 IFN-γ的产生对 RA 疫苗反应发挥潜在作用。