| Literature DB >> 29133947 |
Elena Chaves-Pozo1, Yulema Valero1,2, Anna Esteve-Codina3,4, Jèssica Gómez-Garrido3,4, Marc Dabad3,4, Tyler Alioto3,4, José Meseguer3, M Ángeles Esteban5, Alberto Cuesta6.
Abstract
Nervous necrosis virus (NNV) causes high mortalities in several marine species. We aimed to evaluate the innate cell-mediated cytotoxic (CMC) activity of head-kidney leucocytes (HKLs) isolated from naïve European sea bass (Dicentrarchus labrax) and gilthead seabream (Sparus aurata), a very susceptible and resistant fish species to NNV, respectively, against fish cell lines infected with NNV. Seabream HKLs showed significantly increased innate CMC activity against NNV-infected cells, compared to those uninfected, while sea bass HKLs failed to do so. Thus, we performed a RNA-seq study to identify genes related to the CMC activity of sea bass leucocytes. Thus, we found that sea bass HKLs incubated with DLB-1 cells alone (CMC_DLB1) or with NNV-infected DLB-1 cells (CMC_DLB1-NNV) showed very similar transcriptomic profiles and the GO analysis revealed that most of the up-regulated genes were related to immunity. Strikingly, when the CMC samples with and without NNV were compared, GO analysis revealed that most of the up-regulated genes in CMC_DLB1-NNV samples were related to metabolism and very few to immunity. This is also in agreement with the functional data. These data point to the escape of CMC activity by NNV infection as an important factor involved in the high susceptibility to nodavirus infections of European sea bass.Entities:
Mesh:
Year: 2017 PMID: 29133947 PMCID: PMC5684396 DOI: 10.1038/s41598-017-15629-6
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Functional CMC activity. (A) The capsid protein (cp) gene expression of NNV in the different target cells used in the cytotoxic assays after 24 h infection with 106 TCID50 NNV/mL. Data are shown as the mean gene expression relative to the expression of endogenous control ef1a gene ± SEM (n = 3). Different letters stand for statistically significant differences (ANOVA; P ≤ 0.05). (B) Cytotoxic activity of gilthead seabream or European sea bass isolated head-kidney leucocytes incubated for 4 h with SAF-1, SSN-1, E-11 or DLB-1 cells, mock- (control) or NNV-infected for 24 h with 106 TCID50 NNV/mL as determined by the LDH assay. Results are expressed as mean ± SEM (n = 8). Asterisk denotes statistically significant differences (t-Student; P ≤ 0.05) between mock- and NNV-infected groups.
Figure 2Overview of the annotation pipeline. Input data for annotation are shown at the top of the flow chart. Computational steps are shown in light blue and intermediate data are shown in white.
Comparison of protein coding gene annotations.
| Previous annotation | New annotation | |
|---|---|---|
| Number of genes | 26,717 | 25,352 |
| Number of isoforms | 26,717 | 39,792 |
| Exons per gene | 9.1 | 8.9 |
| Multi-exonic genes | 0.89 | 0.94 |
| Median exon length | 134 | 132 |
| Median intron length | 367 | 369 |
| Number of genes with 5′UTR | 14,770 | 10,276 |
| Median length of 5′UTR | 191 | 247 |
| Number of genes with 3′UTR | 25,873 | 11,425 |
| Median length of 3′UTR | 387 | 1,135 |
Figure 3Functional annotation data. Venn diagram showing results of the different functional annotation steps.
Figure 4Analysis of the samples similarity. (A) Principal component analysis (PCA) with the top most variable genes. (B) Heatmap of the samples. Euclidean distances were calculated from the rlog-transformed matrix. From both visualizations, we see that the differences within the same replica fish are smaller than differences between conditions. This shows why it is important to block for the fish replica effect by using the design formula ~ replica+ condition in the differential expression analysis.
Figure 5Differentially expressed genes I. (A) Bar plots showing the number of up-regulated and down-regulated genes for each comparison. (B) Density plots showing the log2FC distribution for each comparison.
Figure 6Differentially expressed genes II. (A) Heatmap showing scaled expression values of the differentially expressed genes for the CMC_DLB1 vs CTRL comparison. (B) Heatmap showing scaled expression values of the differentially expressed genes for the CMC_DLB1-NNV vs CTRL comparison. (C) Heatmap showing scaled expression values of the differentially expressed genes for the CMC_DLB1-NNV vs CMC_DLB1 comparison. In all cases, top enriched GO are depicted for up and down-regulated genes.
Figure 7Validation of RNA-seq data. (A) Fold change of the 20 top up-regulated genes in the European sea bass CMC_DLB1 samples and their comparison in the other samples. (B) Validation of the RNA-seq data by means of the qPCR. Plot represents the mean value for selected genes in each group. Data were fitted by linear regression and adjusting quality determined.
Figure 8Protein-protein network interactions. (A) String analysis for the up-regulated genes in CMC_DLB1-NNV for the CMC_DLB1-NNV vs CMC_DLB1 comparison. (B) String analysis for the down-regulated genes in CMC_DLB1-NNV for the CMC_DLB1-NNV vs CMC_DLB1 comparison.
Descriptions and GO term classification of the differentially expressed genes related to immune response for CMC_DLB1-NNV vs CMC_DLB1 comparison.
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| histone h2a-like | response to bacterium, cell killing | not significant | not significant | up |
| fc receptor-like b-like | type IIa hypersensitivity, type III hypersensitivity, antibody-dependent cellular cytotoxicity, response to bacterium, positive regulation of acute inflammatory response to antigenic stimulus, positive regulation of myeloid leukocyte mediated immunity | not significant | up | up |
| arachidonate 5-lipoxygenase-activating protein (ALOX5AP) | leukotriene production involved in inflammatory response, arachidonic acid metabolite production involved in inflammatory response | up | up | up |
| histone partial | response to bacterium, cell killing | not significant | up | up |
| mucosa associated lymphoid tissue lymphoma translocation gene 1 (MALT1) | B-1 B cell differentiation, positive regulation of NF-kappaB transcription factor activity | up | up | up |
| neural precursor cell developmentally down-regulated 4 (NEDD4) | cytokine-mediated signaling pathway, immune response, viral process, leukocyte activation, transmission of virus, T cell aggregation, lymphocyte aggregation, dissemination or transmission of symbiont from host, leukocyte cell-cell adhesion | up | not significant | down |
| integrin alpha-4-like (ITGA4) | leukocyte cell-cell adhesion, immune system process, T cell migration, lymphocyte migration | not significant | down | down |
| pleckstrin homology domain-containing family a member 1-like (PKHA1) | immune system process, antigen receptor-mediated signaling pathway | up | not significant | down |
| interferon- double-stranded rna-activated protein kinase-like (PKR) | cytokine production, viral process, immune response, evasion or tolerance by virus of host immune response, regulation of NLRP3 inflammasome complex assembly, regulation of hematopoietic stem cell proliferation, response to interferon-alpha | up | up | down |
| suppressor of cytokine signaling 6 (SOCS6) | leukocyte cell-cell adhesion, lymphocyte activation, immune system process, T cell aggregation, T cell activation | not significant | down | down |
| semaphorin-7a-like isoform ×1 (SEMA7A) | immune system process, cytokine production, regulation of macrophage cytokine production | up | not significant | down |
| bone morphogenetic protein receptor type-2 (BMPR2) | lymphatic endothelial cell differentiation | down | down | down |
| Poly(ADP-ribose) polymerase family member 14 (PARP14) | T cell aggregation, T cell activation, cytokine production, viral process, regulation of immune response, interleukin-27-mediated signaling pathway, negative regulation of interleukin-6-mediated signaling pathway, regulation of defense response | not significant | not significant | down |
| receptor-type tyrosine-protein phosphatase c-like (PTPRC) | immune system process, antigen receptor-mediated signaling pathway | not significant | down | down |
| unconventional myosin-ie (MYO1E) | immune system process | down | down | down |
| cell adhesion molecule 4-like | immune system process, cytokine production | up | up | down |
| nucleic acid binding protein | lymphocyte activation, T cell migration, immune system process, T cell aggregation, T cell activation, cytokine production, viral process | up | up | down |
| protein nlrc3-like | leukocyte cell-cell adhesion, immune system process, T cell migration, lymphocyte migration, T cell activation | up | not significant | down |