Université Paris Saclay, INRAE, AgroParisTech, GABI, Jouy-en-Josas, France.
Aix Marseille Univ, CNRS, INSERM, CIML, Marseille, France.
Front Immunol. 2020 Dec 7;11:588411. doi: 10.3389/fimmu.2020.588411. eCollection 2020.
Porcine reproductive and respiratory syndrome (PRRS) has an extensive impact on pig production. The causative virus (PRRSV) is divided into two species, PRRSV-1 (European origin) and PRRSV-2 (North American origin). Within PRRSV-1, PRRSV-1.3 strains, such as Lena, are more pathogenic than PRRSV-1.1 strains, such as Flanders 13 (FL13). To date, the molecular interactions of PRRSV with primary lung mononuclear phagocyte (MNP) subtypes, including conventional dendritic cells types 1 (cDC1) and 2 (cDC2), monocyte-derived DCs (moDC), and pulmonary intravascular macrophages (PIM), have not been thoroughly investigated. Here, we analyze the transcriptome profiles of FL13-infected parenchymal MNP subpopulations and of FL13- and Lena-infected parenchymal MNP. The cell-specific expression profiles of sorted cells correlated with their murine counterparts (AM, cDC1, cDC2, moDC) with the exception of PIM. Both and , FL13 infection altered the expression of a low number of host genes, and infection with Lena confirmed the higher ability of this strain to modulate host response. Machine learning (ML) and gene set enrichment analysis (GSEA) unraveled additional relevant genes and pathways modulated by FL13 infection that were not identified by conventional analyses. GSEA increased the cellular pathways enriched in the FL13 data set, but ML allowed a more complete comprehension of functional profiles during FL13 infection. Data indicates that cellular reprogramming differs upon Lena and FL13 infection and that the latter might keep antiviral and inflammatory macrophage/DC functions silent. Although the slow replication kinetics of FL13 likely contribute to differences in cellular gene expression, the data suggest distinct mechanisms of interaction of the two viruses with the innate immune system during early infection.
猪繁殖与呼吸综合征(PRRS)对养猪业有广泛影响。病原体病毒(PRRSV)分为两个种,即 PRRSV-1(欧洲起源)和 PRRSV-2(北美起源)。在 PRRSV-1 中,PRRSV-1.3 株,如 Lena,比 PRRSV-1.1 株,如 Flanders 13(FL13)更具致病性。迄今为止,PRRSV 与肺固有单核吞噬细胞(MNP)亚群(包括传统树突状细胞 1(cDC1)和 2(cDC2)、单核细胞衍生的树突状细胞(moDC)和肺血管内巨噬细胞(PIM))的分子相互作用尚未得到深入研究。在这里,我们分析了 FL13 感染实质 MNP 亚群和 FL13 及 Lena 感染实质 MNP 的转录组谱。分选细胞的细胞特异性表达谱与它们的鼠对应物(AM、cDC1、cDC2、moDC)相关,除了 PIM。FL13 感染和 Lena 感染都改变了宿主基因的低表达数量,而 Lena 感染证实了该菌株调节宿主反应的更高能力。机器学习(ML)和基因集富集分析(GSEA)揭示了受 FL13 感染调节的更多相关基因和途径,这些途径未被常规分析所识别。GSEA 增加了在 FL13 数据集中富集的细胞途径,但 ML 允许更全面地理解 FL13 感染期间的功能谱。数据表明,Lena 和 FL13 感染导致细胞重编程不同,后者可能使抗病毒和炎症性巨噬细胞/树突状细胞功能沉默。尽管 FL13 的缓慢复制动力学可能导致细胞基因表达的差异,但数据表明,在早期感染期间,两种病毒与先天免疫系统的相互作用存在不同的机制。