| Literature DB >> 35891227 |
Antonio Casuso1,2, Valentina Valenzuela-Muñoz1,2, Bárbara P Benavente1,2, Diego Valenzuela-Miranda1,2, Cristian Gallardo-Escárate1,2.
Abstract
The sea louse Caligus rogercresseyi genome has opened the opportunity to apply the reverse vaccinology strategy for identifying antigens with potential effects on lice development and its application in sea lice control. This study aimed to explore the efficacy of three sea lice vaccines against the early stage of infestation, assessing the transcriptome modulation of immunized Atlantic salmon. Therein, three experimental groups of Salmo salar (Atlantic salmon) were vaccinated with the recombinant proteins: Peritrophin (prototype A), Cathepsin (prototype B), and the mix of them (prototype C), respectively. Sea lice infestation was evaluated during chalimus I-II, the early-infective stages attached at 7-days post infestation. In parallel, head kidney and skin tissue samples were taken for mRNA Illumina sequencing. Relative expression analyses of genes were conducted to identify immune responses, iron transport, and stress responses associated with the tested vaccines during the early stages of sea lice infection. The vaccine prototypes A, B, and C reduced the parasite burden by 24, 44, and 52% compared with the control group. In addition, the RNA-Seq analysis exhibited a prototype-dependent transcriptome modulation. The high expression differences were observed in genes associated with metal ion binding, molecular processes, and energy production. The findings suggest a balance between the host's inflammatory response and metabolic process in vaccinated fish, increasing their transcriptional activity, which can alter the early host-parasite interactions. This study uncovers molecular responses produced by three vaccine prototypes at the early stages of infestation, providing new knowledge for sea lice control in the salmon aquaculture.Entities:
Keywords: Caligus rogercresseyi; Salmo salar; ectoparasite; transcriptome; vaccine
Year: 2022 PMID: 35891227 PMCID: PMC9324576 DOI: 10.3390/vaccines10071063
Source DB: PubMed Journal: Vaccines (Basel) ISSN: 2076-393X
Figure 1Caligus rogercresseyi transcriptome showing threshold areas for differential gene expression activity during the ontogeny. The graph tracks identify graph regions that fall between 10–20 K reads of coverage values of each chromosome. CGE index: heatmap in red showed the differences in expression variation among sea lice developmental stages. SEPs: red dots represent the secretome-related genes on each differential chromosome region. Blue profiling indicates the transcriptome coverage for each ontogenetic stage. Syntenic relationships of gene blocks among C. rogercresseyi pseudochromosomes are also displayed.
Figure 2Transcriptomic profiling of S. salar head kidney tissue under experimental conditions. (A) Heatmap showing expression values expressed in TPM. (B) Venn diagram of contigs differentially expressed respect with the control group (false discovery rate (FDR) 4 and p-value 0.05). The number in parentheses represents the total contigs for each treatment. (C) Distribution of fold change values in each experimental group.
Annotation of the differentially expressed contigs in head kidney tissue of vaccinated S. salar. Heatmap indicates the levels of regulation for each gene with blue at the top and red at the bottom. Red arrows indicate gene downregulation, and green arrows indicate upregulation.
| Prototype | Feature ID | Fold Change | Lowest E-Value | Annotation |
|---|---|---|---|---|
| A | contig_0004466 | 2 | RNA-binding protein 44 [ | |
| contig_0004597 | 4 | Manganese-dependent ADP-ribose/CDP-alcohol diphosphatase [ | ||
| contig_0020187 | 1 | Huntingtin [ | ||
| contig_0025250 | 6 | Protein Jumonji [ | ||
| contig_0034576 | 5 | Transmembrane protein 208 [ | ||
| contig_0046089 | 4 | Glucocorticoid receptor [ | ||
| contig_0053965 | 0.7 | Protein broad-minded [ | ||
| contig_0055996 | 0.4 | Heparan-sulfate 6-O-sulfotransferase 1-B [ | ||
| contig_0056158 | 5 | Neurexin-1b [ | ||
| contig_0071724 | 0.6 | Disks large homolog 1[ | ||
| contig_0071725 | 0.3 | Rab-like protein 3 [ | ||
| contig_0080432 | 1 × 10−5 | POC1 centriolar protein homolog A [ | ||
| contig_0082059 | 0.2 | Protein tilB homolog [ | ||
| contig_0129067 | 0.6 | Nuclear receptor ROR-alpha A [ | ||
| contig_0151557 | 0.5 | Cyclic nucleotide-gated cation channel [ | ||
| contig_0163106 | 7 × 10−144 | Trimeric intracellular cation channel type A [ | ||
| contig_0203229 | 1 | Cell surface hyaluronidase [ | ||
| contig_0278209 | 2 × 10−7 | Striated muscle preferentially expressed protein kinase [ | ||
| contig_0322455 | 0.9 | Creatine kinase, testis isozyme [ | ||
| contig_0425609 | 0.6 | U11/U12 small nuclear ribonucleoprotein 35 kDa protein [ | ||
| contig_0685545 | 7 × 10−46 | Myosin heavy chain, fast skeletal muscle [ | ||
| B | contig_0004420 | 0.7 | Sodium channel protein type 4 subunit alpha A [ | |
| contig_0014672 | 0.07 | Centrosomal protein kizuna [ | ||
| contig_0015979 | 0.5 | PR domain zinc finger protein [ | ||
| contig_0050531 | 0.8 | DENN domain-containing protein 11 [ | ||
| contig_0059800 | 4 | Heat shock 70 kDa protein 1 [ | ||
| contig_0071672 | 0.5 | Transmembrane protein 53 [ | ||
| contig_0075736 | 1 | Ubiquitin carboxyl-terminal hydrolase 16 [ | ||
| contig_0078326 | 0.03 | Protein tweety homolog 3 [ | ||
| contig_0091637 | 5 | Rab9 effector protein with kelch motifs [ | ||
| contig_0096326 | 3 | Transmembrane protein 116 [ | ||
| contig_0099678 | 2 | RNA-binding protein PNO1 [ | ||
| contig_0111985 | 1 | Ankyrin repeat and IBR domain-containing protein 1 [ | ||
| contig_0122208 | 4 × 10−94 | Putative deoxyribonuclease tatdn3 [ | ||
| contig_0133151 | 0.2 | E3 ubiquitin-protein ligase MYCBP2 [ | ||
| contig_0158353 | 2 | Interferon regulatory factor 2-binding protein 2-B [ | ||
| contig_0252619 | 0.06 | Polycomb protein suz12-B [ | ||
| contig_0328706 | 5 | E3 ubiquitin-protein ligase MYCBP2 [ | ||
| contig_0389545 | 7 | NADH-ubiquinone oxidoreductase chain 1 [ | ||
| contig_0473006 | 5 | Guanine nucleotide exchange protein smcr8a [ | ||
| C | contig_0004540 | 2 | Pyridoxal-dependent decarboxylase domain-containing protein 1 [ | |
| contig_0022126 | 0.2 | CD166 antigen homolog A [ | ||
| contig_0047184 | 0.2 | Calcium/calmodulin-dependent protein kinase type II delta 2 chain [ | ||
| contig_0055363 | 3 | V(D)J recombination-activating protein 2 [ | ||
| contig_0094127 | 5 | Poly(A)-specific ribonuclease PARN [ | ||
| contig_0098235 | 1 | Neurexin-1b [ | ||
| contig_0104613 | 0.2 | Src kinase-associated phosphoprotein 1 [ | ||
| contig_0105909 | 0.2 | RING finger protein 145 [ | ||
| contig_0112666 | 1 | Ribonucleoside-diphosphate reductase large subunit [ | ||
| contig_0117074 | 0.6 | Sodium channel protein type 4 subunit alpha B [ | ||
| contig_0134124 | 0.8 | E3 ubiquitin-protein ligase TRIP12 [ | ||
| contig_0137098 | 1 | Threonine synthase-like 2 [ | ||
| contig_0145112 | 1 | Sodium channel protein type 4 subunit alpha B [ | ||
| contig_0158020 | 1 × 10−7 | Contactin-5 [ | ||
| contig_0158413 | 5 | Treslin [ | ||
| contig_0292034 | 10 | Alpha-protein kinase 2 [ | ||
| contig_0402943 | 4 | RAB11-binding protein RELCH homolog [ | ||
| contig_0430511 | 2 × 10−18 | Creatine kinase, testis isozyme [ | ||
| contig_0540911 | 1 | N-acetylneuraminate 9-O-acetyltransferase [ |
Figure 3Transcriptomic profiling of vaccinated S. salar skin tissue. (A) Heatmap showing expression values expressed in TPM. (B) Venn diagram of contigs differentially expressed respect with the control group (FDR 4 and p-value 0.05). The number in parentheses represents the total contigs for each treatment. (C) Distribution of fold change values in each experimental group.
Annotation of the differentially expressed contigs in skin tissue of vaccinated S. salar. Heatmap indicates the levels of regulation for each gene with blue at the top and red at the bottom. Red arrows indicate gene downregulation, and green arrows indicate upregulation.
| Prototype | Feature ID | Fold Change | Lowest E-Value | Annotation |
|---|---|---|---|---|
| A | contig_0000167 | 8 × 10−23 | Formin-like protein 3 [ | |
| contig_0008746 | 0.4 | Serine/threonine-protein kinase N2 [ | ||
| contig_0012767 | 5 | Transmembrane protein 198-B [ | ||
| contig_0039965 | 1 | Acylglycerol kinase, mitochondrial [ | ||
| contig_0046974 | 2 | Xenotropic and polytropic retrovirus receptor 1 homolog [ | ||
| contig_0058658 | 2 × 10−11 | Melanocortin-2 receptor accessory protein 2B [ | ||
| contig_0061338 | 2 | Hemoglobin subunit beta [ | ||
| contig_0083287 | 2 | Neurexin-3b [ | ||
| contig_0096893 | 7 × 10−131 | Elongation factor 1-alpha [ | ||
| contig_0097840 | 0 | V(D) J recombination-activating protein 1 [ | ||
| contig_0143302 | 0.6 | Polycystin-2 [ | ||
| contig_0185421 | 6 | Estrogen receptor [ | ||
| contig_0321861 | 0 | Cytochromec oxidase subunit 1 [ | ||
| contig_0552888 | 5 × 10−3 | Vitellogenin-1 [ | ||
| contig_0571513 | 9 | Lysine-specific demethylase phf2 [ | ||
| contig_0571697 | 1 | Thrombospondin type-1 domain-containing protein 7A [ | ||
| contig_0571705 | 2 × 10−24 | NADH-ubiquinone oxidoreductase chain 5 [ | ||
| contig_0571764 | 2 × 10−3 | Dynein heavy chain (Fragment) [ | ||
| contig_0571817 | 3 | Unconventional myosin-IXAa [ | ||
| contig_0571876 | 9 | Sodium channel protein type 4 subunit alpha B [ | ||
| B | contig_0016642 | 6 | Collagen alpha-1(XXVII) chain B [ | |
| contig_0020177 | 8 | Xin actin-binding repeat-containing protein 1 [ | ||
| contig_0030309 | 2 × 10−13 | Palmitoyltransferase [ | ||
| contig_0035782 | 0.3 | CCR4-NOT transcription complex subunit 10 [ | ||
| contig_0035986 | 2 × 10−74 | Complement component C9 (Fragment) [ | ||
| contig_0055961 | −0.8 | 3-hydroxybutyrate dehydrogenase type 2 [ | ||
| contig_0062345 | 0.2 | Neuroblastoma-amplified sequence [ | ||
| contig_0066929 | 0.5 | Disks large-associated protein 1 [ | ||
| contig_0075266 | 0.1 | Eukaryotic translation initiation factor [ | ||
| contig_0102002 | 0.6 | Presequence protease, mitochondrial [ | ||
| contig_0164965 | 0.03 | Methionine-tRNA ligase, mitochondrial [ | ||
| contig_0236931 | 9 | CCR4-NOT transcription complex subunit 1 [Danio rerio] | ||
| contig_0287222 | 0.9 | Striatin interacting protein 1 homolog [ | ||
| contig_0359850 | 0.3 | Gonadotropin subunit beta-2 [ | ||
| contig_0454328 | 0.9 | Paired box protein Pax-6 [ | ||
| contig_0492154 | 7 × 10−10 | WAP, Kazal, immunoglobulin, Kunitz and NTR domain-containing protein [ | ||
| contig_0557190 | 1 | Neuron navigator 3 [ | ||
| contig_0572018 | 1 | 2-oxoglutarate and iron-dependent oxygenase domain-containing protein 2 [ | ||
| contig_0581749 | 4 × 10−15 | Creatine kinase, testisisozyme [ | ||
| contig_0635620 | 6 | Lactosylceramide 1,3-Nacetyl-beta-D-glucosaminyl transterase B [ | ||
| C | contig_0002190 | 2 | Somatolactin [ | |
| contig_0010441 | 1 | Ubiquinol-cytochrome-c reductase complex assembly factor 3 [ | ||
| contig_0013985 | 4 | Insulin-like growth factor 1, adult form [ | ||
| contig_0038889 | 8 | Plexin-A4 [ | ||
| contig_0042915 | 2 | SUMO-specific isopeptidase USPL1 [ | ||
| contig_0052507 | 1 × 10−4 | Pyridine nucleotide-disulfide oxidoreductase domain-containing protein [ | ||
| contig_0068071 | 1 | Probable serpin E3 [ | ||
| contig_0085140 | 0.5 | CCR4-NOT transcription complex subunit 9 [ | ||
| contig_0130362 | 1 | NADH-ubiquinone oxidoreductase chain 2 [ | ||
| contig_0141833 | 2 | Neuropilin-1a [ | ||
| contig_0153864 | 5 | Polyribonucleotide 5′-hydroxyl-kinase Clp1 [ | ||
| contig_0264422 | 2 | Semaphorin-3D [ | ||
| contig_0415197 | 0.3 | Vascular endothelial growth factor receptor 2 [ | ||
| contig_0434444 | 0.2 | DNA excision repair protein ERCC-6-like [ | ||
| contig_0491119 | 1 | Glucagon family neuropeptides [ | ||
| contig_0531987 | 2 × 10−46 | Sarcoplasmic/endoplasmic reticulum calcium ATPase 1 [ | ||
| contig_0561562 | 0.5 | Membrane progestin receptor alpha [ | ||
| contig_0572520 | 3 | Protein jagunal homolog 1A [ | ||
| contig_0577243 | 2 | Galectin-3-binding protein A [ | ||
| contig_0596536 | 0.4 | POU domain, class 6, transcription factor 1 [ |
Figure 4Gene ontology enrichment of differentially expressed transcripts in the head kidney of vaccinated fish groups. The size of the circles indicates the number of transcripts that enriched the GO term. Colors indicate the p-value.
Figure 5Gene ontology enrichment analysis of differentially expressed transcripts in the skin of vaccinated fish groups. The size of the circles indicates the number of transcripts that enriched the GO term. Colors indicate the p-value.
Figure 6GO enrichment analysis of shared expressed transcripts in vaccinated fish groups. The size of the circles indicates the number of transcripts that enriched the GO term. Colors indicate the p-value.
Figure 7KEGG pathway enrichment analysis of differential expressed contigs. Bars represent the enriched contigs count for the pathway.
Figure 8RT-qPCR analisys of S. salar response C. rogercresseyi infestation. The heatmap shows the relative expression levels. Asterisks showed significant differences concerning the control group (PBS: phosphate-buffered saline) at p-value < 0.05, black asterisks upregulation, white asterisks downregulation.
Figure 9Chalimus I burden per fish in each experimental group. Asterisks showed significant differences concerning the control group (PBS: phosphate-buffered saline) (p-value < 0.05).