| Literature DB >> 35837399 |
Liping Wu1,2,3, Bin Tian1,2,3, Mingshu Wang1,2,3, Anchun Cheng1,2,3, Renyong Jia1,2,3, Dekang Zhu2,3, Mafeng Liu1,2,3, Qiao Yang1,2,3, Ying Wu1,2,3, Juan Huang1,2,3, XinXin Zhao1,2,3, Shun Chen1,2,3, Shaqiu Zhang1,2,3, Xumin Ou1,2,3, Sai Mao1,2,3, Qun Gao1,2,3, Di Sun1,2,3, Yanling Yu1,2,3, Ling Zhang1,2,3, LeiCHang Pan1,3.
Abstract
Duck plague virus (DPV), a member of the alphaherpesvirus subfamily, can cause severe damage and immunosuppression in ducks and geese in China. Since lacking an available cell model, the antiviral signal transduction pathways induction and regulation mechanisms related to DPV infection in duck cells are still enigmatic. Our previous study developed a monocyte/macrophages cell model, which has been applied to study innate immunity with DPV. In the present study, we compared and analyzed transcriptome associated with the DPV infection of CHv (virulent strain) and CHa (avirulent strain) at 48hpi based on the duck monocyte/macrophages cell model and RNA-seq technology. Differentially expressed genes (DEGs) analysis showed 2,909 and 2,438 genes altered in CHv and CHa infected cells compared with control cells. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis showed that the DEGs were mainly involved in biological processes such as metabolic pathways, viral infectious diseases, immune system, and signal transduction. The CHv and CHa virus differentially regulated MAPK, NF-κB, and IFN signaling pathways based on transcriptome sequencing data and RT-qPCR results. The JNK inhibitor SP600125 enhanced the IFN signaling, but potentially reduced the VSV and DPV titers in the cell culture supernatant, indicating that JNK negatively regulates the IFN pathway and the inflammatory pathway to promote virus proliferation. The research results may provide promising information to understand the pathogenesis of DPV and provide a novel mechanism by which DPV modulates antiviral signaling and facilitate virus proliferation through hijacking the JNK pathway, which provides a new means for the prevention and control of DPV infection.Entities:
Keywords: JNK signaling pathway; RNA-seq; duck monocytes/macrophages; duck plague virus; signal transduction pathway
Mesh:
Substances:
Year: 2022 PMID: 35837399 PMCID: PMC9275408 DOI: 10.3389/fimmu.2022.935454
Source DB: PubMed Journal: Front Immunol ISSN: 1664-3224 Impact factor: 8.786
Primers for RT-qPCR analysis of gene expression.
| Target Gene | Forward primer sequence | Reverse primer sequence | Accession no. |
|---|---|---|---|
| TTCGACGAGGAGAAATGCTT | CCTTATCGTCGTTGCCAGAT | XM_013100522.2 | |
| AAAACGCTCTTCGTGCTGTC | CTCCTGCTGCTCTTCCTCAC | DQ393268 | |
| TCTACAGAGCCTTGCCTGCAT | TGTCGGTGTCCAAAAGGATGT | KM035791.2 | |
| TGCTGTCCTTCATGACTTCG | GCTTTGCTGAGCCGATTAAC | NM_001310409.1 | |
| AGTTTGACATTGCCCAGTCC | TCCTCCTCGTGATTCCATTT | KY775584 | |
| GGAGAAGCAGAAGAACCCCC | GGGAAAGCATCCGTCCTCTC | DR764376 | |
| GCCCTCTTCCAGCCATCTTT | CTTCTGCATCCTGTCAGCGA | EF667345.1 |
The number of reads of all bases detected using RNA-seq in DPV-infected and control cells.
| Library | Number of raw reads (M) | Total Clean reads (M) | Number of uniquely mapped reads (M) | Uniquely Mapping (%) |
|---|---|---|---|---|
| CHa-1 | 67.68 | 63.73 | 36.587393 | 57.41 |
| CHa-2 | 67.68 | 63.73 | 36.561901 | 57.37 |
| CHa-3 | 67.68 | 63.66 | 36.496278 | 57.33 |
| CHv-1 | 67.68 | 63.28 | 24.691856 | 39.02 |
| CHv-2 | 67.68 | 63.52 | 25.719248 | 40.49 |
| CHv-3 | 67.68 | 63.31 | 25.621557 | 40.47 |
| Mock-1 | 67.56 | 63.85 | 39.49761 | 61.86 |
| Mock-2 | 70.19 | 65.91 | 40.409421 | 61.31 |
| Mock-3 | 67.68 | 63.67 | 39.742814 | 62.42 |
| Total | 611.51 | 574.66 | 305.328078 |
Figure 1Transcriptome data profile generated by BGIseq-500 platform and differential expression analysis. (A) Heat map analysis is used to classify gene expression patterns at 48 hpi. Genes with similar expression patterns were clustered, as shown in the heat map. To intensity of the color indicates gene expression levels that were normalized according to log10 (FPKM + 1) values. Red represents high expression level genes and blue represents low expression level genes. (B) Venn diagram displaying a global view of the numbers of differentially expressed genes. The overlap of differentially expressed genes at 48hpi Mock vs. CHa and Mock vs. CHv. The numbers in the diagram indicate gene numbers and refer to each comparison. (C) Histogram showing screened differentially expressed genes.
Figure 2Top 20 Gene ontology (GO) terms of DEGs expressed in DPV CHv or CHa infected MM cells. The top 20 GO terms were selected according to p -value < 0.05. (A) Mock and CHa. (B) Mock and CHv. (C) CHa and CHv.
Figure 3Top 20 KEGG pathways in DPV CHv or CHa infected MM cells. (A) KEGG pathways of Mock vs. CHa. (B) KEGG pathways of Mock vs. CHv. (C) KEGG pathways of CHa vs. CHv.
Associated with signal transduction in the transcriptome of duck monocytes or macrophages infected with DPV at 48hpi.
| Description | P-value | Corrected P-value | Number of DEG |
|---|---|---|---|
| PI3K-Akt signaling pathway | 0.05175328 | 0.4983102 | 104 |
| cAMP signaling pathway | 0.004924622 | 0.09762339 | 67 |
| MAPK signaling pathway | 0.3974499 | 0.979198 | 67 |
| Rap1 signaling pathway | 0.2252467 | 0.8162165 | 65 |
| Jak-STAT signaling pathway | 0.7118586 | 0.9999972 | 35 |
| TGF-beta signaling pathway | 0.001056776 | 0.03237577 | 33 |
| TNF signaling pathway | 0.3560591 | 0.9523168 | 22 |
| Phosphatidylinositol signaling system | 0.9378876 | 0.9999972 | 19 |
| NF-kappa B signaling pathway | 0.7776547 | 0.9999972 | 18 |
| mTOR signaling pathway | 0.9999857 | 0.9999972 | 16 |
| PI3K-Akt signaling pathway | 0.00765817 | 0.0647999 | 98 |
| MAPK signaling pathway | 0.002785986 | 0.03405094 | 76 |
| Rap1 signaling pathway | 0.01756472 | 0.1114684 | 66 |
| Jak-STAT signaling pathway | 0.000293616 | 0.00950868 | 52 |
| cAMP signaling pathway | 0.08399132 | 0.3079682 | 52 |
| TNF signaling pathway | 0.00013179 | 0.007467114 | 33 |
| TGF-beta signaling pathway | 0.007921306 | 0.06535077 | 27 |
| NF-kappa B signaling pathway | 0.01656176 | 0.1114684 | 27 |
| mTOR signaling pathway | 0.9960666 | 1 | 19 |
| Phosphatidylinositol signaling system | 0.9810913 | 1 | 14 |
Figure 4VSV and DPV CHa strain-induced IFN, ISGs and cytokines in duck DEF and MM cells. DEF cells were infected with VSV (A) or DPV CHa strain (C) at 5 MOI for 24 h. MM cells were infected with VSV (B) or DPV CHa strain (D) at 5 MOI for 24 h. The expression level of IL-1β, IL-6, CCL21, IFN-β, MX and OASL were tested using RT-qPCR 24 h post-treatment. The relative expression was presented as fold changes compared to mock treatment. “*” was considered significant difference (p < 0.05); “**” was considered highly significant difference (p < 0.01); “***” was considered highly significant difference (p < 0.001); “****” was considered highly significant difference (p < 0.0001).
Figure 5IFN, ISGs, and cytokines were regulated by inflammatory signaling in duck DEF cells infected with the CHa strain. DEF cells were pretreated with SP600125 (JNK inhibitor), LY3214996 (ERK inhibitor), TAK-715 (p38 inhibitor) and BAY-117082 (NF-kB inhibitor) for 1 h at 10, 5, 5 and 5 M respectively, DMSO as control, then the cells were infected with CHa strain at 5 MOI for 1 h, then the same concentration of inhibitor was added. The expression level of IL-1β (A), IL-6 (B), CCL21 (C), IFN-β (D), MX (E), and OASL (F) were tested using RT-qPCR 24 h post-treatment. The relative expression was presented as ratios to β-actin compared to mock treatment. “*” was considered significant difference (p < 0.05); “**” was considered highly significant difference (p < 0.01); “***” was considered highly significant difference (p < 0.001).
Figure 6IFN, ISGs, and cytokines were regulated by inflammatory signaling in duck MM cells infected with the CHa strain. MM were pretreated with SP600125 (JNK inhibitor), LY3214996 (ERK inhibitor), TAK-715 (p38 inhibitor) and BAY-117082 (NF-kB inhibitor) for 1 h at 10, 5, 5 and 5 M respectively, DMSO as control, then the cells were infected with CHa strain at 5 MOI for 1 h, then the same concentration of inhibitor was added. The expression level of IL-1β (A), IL-6 (B), CCL21 (C), IFN-β (D), MX (E), and OASL (F) were tested using RT-qPCR 24 h post-treatment. The relative expression was presented as ratios to β-actin compared to mock treatment. “*” was considered significant difference (p < 0.05); “**” was considered highly significant difference (p < 0.01); “***” was considered highly significant difference (p < 0.001).
Figure 7The inflammatory signaling affects virus replication in DEF and MM cells. (A) The cell toxicity of the JNK, ERK, p38, and NF-kB inhibitor was determined through MTT. (B–F) The viral titer was detected. DEF cells were pretreated with SP600125 (JNK inhibitor), LY3214996 (ERK inhibitor), TAK-715 (p38 inhibitor) and BAY-117082 (NF-kB inhibitor) for 1 h at 10, 5, 5, and 5 M respectively, DMSO as control, then the cells were infected with VSV (B), CHv (C, E) and CHa strain (D, F) at 1 MOI for 1 h, then the same concentration of inhibitor was added. At 24 hpi, the cell culture supernatants were collected and the FFU of VSV-GFP and the TCID50 of CHa or CHv were determined on BHK21 or DEF cells. “*” was considered significant difference (p < 0.05); “**” was considered highly significant difference (p < 0.01). "*" indicates significantly down-regulated group compared to DMSO group, "#" indicates up-regulated group compared to DMSO group.
Figure 8JNK signaling regulates IFN signaling and virus replication. The inflammatory signaling affects virus replication in DEF cells. (A-F) DEF cells were pretreated with SP600125 (JNK inhibitor) for 1 h at 10 μM, DMSO as control, then the cells were infected with CHa or CHv strain at 5 MOI for 1 h, then the same concentration of inhibitor was added. The expression level of IL-1β, IL-6, CCL21, IFN-β, MX, and OASL were tested using RT-qPCR at 6 and 24 h post-treatment. The relative expression was presented as Cq values compared to mock treatment. (G-I) The DEF cells were pretreated with SP600125 (JNK inhibitor) and (or) Ruxolitinib (IFNR inhibitor) for 1 h at 10 μM, then the cells were infected with VSV, CHa or CHv strain at 1 MOI for 1 h, then the same concentration of inhibitor was added. The cell culture supernatant was collected and the viral titer was determined on DEF cells. “*” was considered significant difference (p < 0.05); “**” was considered highly significant difference (p < 0.01); “***” was considered highly significant difference (p < 0.001).