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Transcriptomic response to parasite infection in Nile tilapia (Oreochromis niloticus) depends on rearing density
Background: Captive animal populations, be it for food production or conservation programmes, are often maintained at densities far beyond those in natural environments, which can have profound effects on behaviour, immune and stress levels, and ultimately welfare. How such alterations impact transcriptional responses to pathogen infection is a 'different kettle of fish' and remains poorly understood. Here, we assessed survival and gene expression profiles of infected fish reared at two different densities to elucidate potential functional genomic mechanisms for density-related differences in disease susceptibility. Results: Utilising a whole-transcriptome sequencing (RNAseq) approach, we demonstrate that rearing density in tilapia (Oreochromis niloticus) significantly impacts susceptibility to the oomycete Saprolegnia parasitica, via altered transcriptional infection responses. Tilapia held at low densities have increased expression of genes related to stress, likely due to increased aggressive interactions. When challenged with Saprolegnia, low-density fish exhibit altered expression of inflammatory gene responses and enhanced levels of adaptive immune gene suppression compared to fish reared at higher density, resulting in significantly increased mortality rates. In addition, Saprolegnia infection substantially perturbs expression of circadian clock genes, with fish reared at low-density having higher levels of molecular clock dysregulation. Conclusions: Our results reveal the wide-scale impact of stocking density on transcriptional responses to infection and highlight the need to incorporate circadian biology into our understanding of disease dynamics in managed animals.
Keyword(s)
Stocking density, Stress, Saprolegnia, Aquaculture, Transcriptome, Tilapia, Circadian rhythm, Disease risk
Full Text
File | Pages | Size | Access | |
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Publisher's official version | 12 | 964 Ko | ||
Cox Proportional Hazards model selection: Results of Cox Proportional Hazards models for evaluating the effect of density on survival during Saprolegnia infection, showing the model selection... | - | 14 Ko | ||
Gene Ontology enrichment of uninfected gill tissues: Full GO enrichment results of gill genes differentially expressed between uninfected fish at high and low density. | - | 6 Mo | ||
Gene Ontology enrichment of uninfected skin tissues: Full GO enrichment results of skin genes differentially expressed between uninfected fish at high and low density. | - | 3 Mo | ||
Gene Ontology enrichment of skin gene modules: Full GO enrichment results of gill gene co-expression modules | 1 | 80 Ko | ||
Summary of skin gene ontology enrichment: Summary of gene ontology (GO) term enrichment of skin genes differentially expressed between control (uninfected) and Saprolegnia-infected Oreochromis... | - | 38 Ko | ||
Summary of gill gene ontology enrichment: Summary of gene ontology (GO) term enrichment of gill genes differentially expressed between control (uninfected) and Saprolegnia-infected Oreochromis ... | - | 2 Mo | ||
Summary of skin gene module enrichment: Summary of gene ontology (GO) term enrichment of skin gene co-expression modules defined by WGCNA, including total number of genes per module, most ... | - | 2 Mo | ||
Summary of gill gene module enrichment: Summary of gene ontology (GO) term enrichment of gill gene co-expression modules defined by WGCNA, including total number of genes per module, most ... | - | 5 Mo | ||
Gene Ontology enrichment of infected gill tissues: Full GO enrichment results of gill genes differentially expressed between infected and uninfected fish at high and low density. | - | 21 Ko | ||
Gene Ontology enrichment of infected skin tissues: Full GO enrichment results of skin genes differentially expressed between infected and uninfected fish at high and low density. | - | 21 Ko | ||
Gene Ontology enrichment of gill gene modules: Full GO enrichment results of gill gene co-expression modules. | - | 17 Ko | ||
Principal Component Analysis plots of gene expression: Principal components analysis (PCA) plots of total gene expression profiles in A) gill, and B) skin of uninfected (CTL) and ... | - | 16 Ko | ||
Dot plots of GO term enrichment: Summary of GO term enrichment in differentially expressed genes comparing uninfected and Saprolegnia-challenged fish. Dot colour intensity indicates FDR-corrected P... | - | 6 Mo |