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1.
Food Chem ; 425: 136427, 2023 Nov 01.
Article in English | MEDLINE | ID: mdl-37245462

ABSTRACT

In this study, we aimed to evaluate the effects of solid waste of Citrus sinensis (SWC) supplementation in diet on common carp (Cyprinus carpio) flesh quality and the potential mechanisms underlying these effects. Four diets, each with different levels of SWC (0%, 5%, 10%, and 15%), were formulated and administered to C. carpio (48.83 ± 5.59 g) for 60 days. The results showed that SWC diet significantly enhanced specific growth rate, muscle sweetness (via sweet amino acids and sweet molecules), and the nutritional value of fish meat (increased protein, α-vitamin E, and allopurinol). Chromatography-mass spectrometry analyses indicated that SWC supplementation increased the essential amino acid content in the diet. In addition, SWC diet promoted biosynthesis of non-essential amino acids in muscle by enhancing glycolysis and the tricarboxylic acid cycle. In conclusion, SWC could be a cost-effective solution for providing nutritious and flavourful aquatic products.


Subject(s)
Carps , Citrus sinensis , Animals , Carps/metabolism , Citrus sinensis/metabolism , Solid Waste/analysis , Diet , Amino Acids/metabolism , Metabolome , Animal Feed/analysis , Dietary Supplements/analysis
2.
Water Sci Technol ; 83(6): 1315-1326, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33767038

ABSTRACT

The aim of this study was to provide technical means and data support for enhancing the filtration pretreatment capacity of a recirculating aquaculture system. A continuous flow electrocoagulation (EC)-filtration system was designed and its application in the pretreatment of marine aquaculture wastewater was studied. The influences of anode combination modes, hydraulic retention times (HRTs) of the EC reactor and filter pore sizes on the water treatment capacity were investigated. Results showed that EC could significantly enhance the treatment efficiency of the filtration equipment used in subsequent steps. Al-Fe electrodes used as anode led to better processing capacity of this system, and the optimum anode was 3Al + Fe. With the increase of HRT and decrease of filter pore size, the enhanced effect of the EC process on the filter was more obvious. When the current density was 19.22 A/m2, the anode was 3Al + Fe, the HRT was 4.5 min and the filter pore size was 45 µm, the removal efficiency of the system for Vibrio, chemical oxygen demand, total ammonia nitrogen, nitrite nitrogen (NO2--N), nitrate nitrogen (NO3--N) and total nitrogen was 69.55 ± 0.93%, 48.99 ± 1.42%, 57.06 ± 1.28%, 34.09 ± 2.27%, 18.47 ± 1.88% and 55.26 ± 1.42%, respectively, and the energy consumption was (26.25 ± 4.95) × 10-3kWh/m3.


Subject(s)
Wastewater , Water Purification , Aquaculture , Electrocoagulation , Electrodes , Filtration , Waste Disposal, Fluid
3.
Sci Rep ; 9(1): 2101, 2019 02 14.
Article in English | MEDLINE | ID: mdl-30765835

ABSTRACT

Aeromonas salmonicida (A. salmonicida) is a pathogenic bacterium that causes furunculosis and poses a significant global risk, particularly in economic activities such as Atlantic salmon (Salmo salar) farming. In a previous study, we identified proteins that are significantly upregulated in kidneys of Atlantic salmon challenged with A. salmonicida. Phosphoproteomic analyses were conducted to further clarify the dynamic changes in protein phosphorylation patterns triggered by bacterial infection. To our knowledge, this is the first study to characterize phosphorylation events in proteins from A. salmonicida-infected Atlantic salmon. Overall, we identified over 5635 phosphorylation sites in 3112 proteins, and 1502 up-regulated and 77 down-regulated proteins quantified as a 1.5-fold or greater change relative to control levels. Based on the combined data from proteomic and motif analyses, we hypothesize that five prospective novel kinases (VRK3, GAK, HCK, PKCδ and RSK6) with common functions in inflammatory processes and cellular pathways to regulate apoptosis and the cytoskeleton could serve as potential biomarkers against bacterial propagation in fish. Data from STRING-based functional network analyses indicate that fga is the most central protein. Our collective findings provide new insights into protein phosphorylation patterns, which may serve as effective indicators of A. salmonicida infection in Atlantic salmon.


Subject(s)
Aeromonas salmonicida/metabolism , Kidney/microbiology , Salmo salar/microbiology , Aeromonas salmonicida/pathogenicity , Animals , Biomarkers , Fish Diseases/microbiology , Gram-Negative Bacterial Infections/microbiology , Phosphorylation , Prospective Studies , Proteomics/methods , Salmo salar/metabolism , Salmon/metabolism , Salmon/microbiology
4.
JAMA Netw Open ; 1(6): e183451, 2018 10 05.
Article in English | MEDLINE | ID: mdl-30646240

ABSTRACT

Importance: To improve patient safety, health care systems need reliable methods to detect adverse events in large patient populations. Events are often described in clinical notes, rather than structured data, which make them difficult to identify on a large scale. Objective: To develop and compare 2 natural language processing methods, a rules-based approach and a machine learning (ML) approach, for identifying bleeding events in clinical notes. Design, Setting, and Participants: This diagnostic study used deidentified notes from the Medical Information Mart for Intensive Care, which spans 2001 to 2012. A training set of 990 notes and a test set of 660 notes were randomly selected. Physicians classified each note as present or absent for a clinically relevant bleeding event during the hospitalization. A bleeding dictionary was developed for the rules-based approach; bleeding mentions were then aggregated to arrive at a classification for each note. Three ML models (support vector machine, extra trees, and convolutional neural network) were developed and trained using the 990-note training set. Another instance of each ML model was also trained on a sample of 450 notes, with equal numbers of bleeding-present and bleeding-absent notes. The notes were represented using term frequency-inverse document frequency vectors and global vectors for word representation. Main Outcomes and Measures: The main outcomes were accuracy, sensitivity, specificity, positive predictive value, and negative predictive value for each model. Following training, the models were tested on the test set and sensitivities were compared using a McNemar test. Results: The 990-note training set represented 769 patients (296 [38.5%] female; mean [SD] age, 67.42 [14.7] years). The 660-note test set represented 527 patients (211 [40.0%] female; mean [SD] age, 67.86 [14.7] years). Bleeding was present in 146 notes (22.1%). The extra trees down-sampled model and rules-based approaches were similarly sensitive (93.8% vs 91.1%; difference, 2.7%; 95% CI, -3.8% to 7.9%; P = .44). The positive predictive value for the extra trees model, however, was 48.6%. The rules-based model had the best performance overall, with 84.6% specificity, 62.7% positive predictive value, and 97.1% negative predictive value. Conclusions and Relevance: Bleeding is a common complication in health care, and these results demonstrate an automated and scalable detection method. The rules-based natural language processing approach, compared with ML, had the best performance in identifying bleeding, with high sensitivity and negative predictive value.


Subject(s)
Critical Illness/classification , Electronic Health Records , Hemorrhage/diagnosis , Natural Language Processing , Aged , Aged, 80 and over , Female , Humans , Machine Learning , Male , Middle Aged , ROC Curve , Sensitivity and Specificity , Support Vector Machine
5.
Fish Shellfish Immunol ; 70: 30-39, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28867386

ABSTRACT

Aldehyde dehydrogenases (ALDHs) belong to a super-family of detoxifying proteins and perform a significant role in developing epithelial homeostasis, protecting cells from toxic aldehydes and drug resistance. However, the activity and function of these detoxifying proteins remain unknown, especially in fish. In our research, we aimed to study functions of aldehyde dehydrogenase 7A1 (ALDH7A1) in Atlantic salmon infected by Aeromonas salmonicida. Recombinant ALDH7A1 (rALDH7A1) was verified by SDS-PAGE and western blot. The molecular mass of the deduced amino acid sequence of rALDH7A1 is 58.9 kDa with an estimated pI of 7.09. Only a low complexity region (141yvegvgevqeyvdv153) without a signal peptide existed in rALDH7A1. Results of ELISA indicated that rALDH7A1 exhibited apparent binding activities with A. salmonicida and its expression was highest in fish kidney. A Real-Time PCR (qRT-PCR) assay in kidneys confirmed that fish in this experiment were authentically infected and bacterial loads in rALDH7A1-adminsitered fish were significantly reduced at an early stage of infection. Meanwhile, we found the mRNA expression of NF-kß, P-38 MAPK, caspase-3 and TNF-α were mainly up-regulated at 72 h in the kidneys and livers of highly infected fish injected with rALDH7A1, and the same variation trend existed in fish spleens at 12 h. Consistent with these observations, neutralization experiments in vivo indicated that rALDH7A1 could obviously reduce the death rate compared to the BSA and control group. Taken together, we concluded that rALDH7A1 could act in host immune defense against bacterial infection and decrease the mortality rate of Atlantic salmon at early stages of infection with A. salmonicida.


Subject(s)
Aldehyde Dehydrogenase/genetics , Aldehyde Dehydrogenase/immunology , Fish Diseases/immunology , Gene Expression Regulation/immunology , Immunity, Innate/genetics , Salmo salar/genetics , Salmo salar/immunology , Aeromonas salmonicida/physiology , Aldehyde Dehydrogenase/chemistry , Amino Acid Sequence , Animals , Fish Proteins/chemistry , Fish Proteins/genetics , Fish Proteins/immunology , Furunculosis/immunology , Gene Expression Profiling , Gram-Negative Bacterial Infections/immunology , Sequence Alignment/veterinary
6.
Sci Rep ; 7(1): 8217, 2017 08 15.
Article in English | MEDLINE | ID: mdl-28811654

ABSTRACT

Despite the mitochondrial antiviral signalling protein (MAVS)-dependent RIG-I-like receptor (RLR) signalling pathway in the cytosol plays an indispensable role in the antiviral immunity of the host, surprising little is known in invertebrates. Here we characterized the major members of RLR pathway and investigated their signal transduction a Molluscs. We show that genes involved in RLR pathway were significantly induced during virus challenge, including CgRIG-I-1, CgMAVS, CgTRAF6 (TNF receptor-associated factor 6), and CgIRFs (interferon regulatory factors. Similar to human RIG-I, oyster RIG-I-1 could bind poly(I:C) directly in vitro and interact with oyster MAVS via its caspase activation and recruitment domains. We also show that transmembrane domain-dependent self-association of CgMAVS may be crucial for its signalling and that CgMAVS can recruit the downstream signalling molecule, TRAF6, which can subsequently activate NF-κB signal pathway. Moreover, oyster IRFs appeared to function downstream of CgMAVS and were able to activate the interferon ß promoter and interferon stimulated response elements in mammalian cells. These results establish invertebrate MAVS-dependent RLR signalling for the first time and would be helpful for deciphering the antiviral mechanisms of invertebrates and understanding the development of the vertebrate RLR network.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Disease Resistance , Host-Pathogen Interactions , Mollusca/metabolism , Nerve Tissue Proteins/metabolism , Signal Transduction , Animals , DEAD-box RNA Helicases/metabolism , Gene Expression Regulation , Host-Pathogen Interactions/genetics , Invertebrates , Mollusca/virology , NF-kappa B/metabolism , Phylogeny , Poly I-C/metabolism , Promoter Regions, Genetic , Protein Binding , Receptors, Pattern Recognition/metabolism , TNF Receptor-Associated Factor 6/metabolism
7.
Appl Microbiol Biotechnol ; 101(14): 5869-5880, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28474104

ABSTRACT

Pathogen contamination in the environment is inevitable with the rapid development of intensive aquaculture. Therefore, alternative ecofriendly biological strategies to control pathogenic bacteria are required. However, our aim was to investigate the ability of oysters (Crassostrea gigas) to filter the important opportunistic pathogen, Aeromonas salmonicida (strain C4), using a green fluorescent protein tag (GFP) in the Atlantic salmon (Salmo salar) farming wastewater. Hence, A. salmonicida removal efficiency and ingestion rate were detected in two different oyster stages (larvae and adults). To evaluate the practical performance of oysters as A. salmonicida biofilter, adult oysters were applied to an integrated constructed wetlands system (ICWS) and their long-term C4-GFP removal efficiency was recorded for 60 days. Overall, our results clearly indicated that oysters had substantial A. salmonicida removal ability via their ingestion process when observed under a fluorescent microscope. Approximately 88-95% of C4-GFP was removed by oyster larvae at an ingestion rate of 6.4 × 103-6.2 × 105 CFU/h·ind, while 79-92% of C4-GFP was removed by adult oysters at an ingestion rate of 2.1 × 104-3.1 × 106 CFU/h·ind. Furthermore, 57.9 ± 17.2% of C4-GFP removal efficiency was achieved when oysters were applied to ICWS. We, therefore, concluded that using oysters as a biofilter represents an effective alternative for removing A. salmonicida from aquaculture wastewater. However, the fate of oysters after ingesting the pathogenic bacteria, acting as a potential reservoir or vector for pathogens, is still debatable. This research provides the basis for the application of oysters as a biofilter to remove pathogens from aquaculture wastewater in industrialized production.


Subject(s)
Aeromonas salmonicida/isolation & purification , Biological Control Agents , Crassostrea/physiology , Salmon/microbiology , Aeromonas salmonicida/genetics , Aeromonas salmonicida/pathogenicity , Animals , Aquaculture/methods , Crassostrea/microbiology , Green Fluorescent Proteins/genetics , Larva/microbiology , Larva/physiology , Water Purification/methods
8.
Fish Shellfish Immunol ; 64: 56-67, 2017 May.
Article in English | MEDLINE | ID: mdl-28286256

ABSTRACT

The present study evaluated the effects of dietary ß-glucan (0, 0.05%, 0.1%, and 0.2%) on growth performance after 42 days of feeding. Thereafter, rainbow trout (Oncorhynchus mykiss) were infected with Aeromonas salmonicida, and survival rates as well as the regulating processes of stress- and immune-related factors were analyzed. In general, higher dietary ß-glucan levels obviously improved specific growth rate (SGR), weight gain (WG) and feed efficiency (FE) (P ≤ 0.05). Survival rates in ß-glucan groups increased significantly compared with the control group after A. salmonicida infection (P ≤ 0.05). Serum total superoxide dimutase (T-SOD), peroxidase (POD) as well as catalase (CAT) activities, and their mRNA expressions in the head kidney of fish in the ß-glucan groups generally increased to higher levels after infection, and more quickly, compared with in the control group. Serum lysozyme (LSZ) and its expression in the head kidney in ß-glucan groups reached a higher peak earlier than in the control group. Serum glutamic oxalacetic transaminase (GOT) and glutamic pyruvic transaminase (GPT) levels in the ß-glucan groups were significantly lower than in the control group (P ≤ 0.05). The peak of heat shock protein 70 (HSP70) expression in the 0.2% ß-glucan group was higher and occurred earlier than in other groups (P ≤ 0.05). These results confirm that 0.1% and 0.2% dietary ß-glucan are beneficial for promoting growth in rainbow trout and enhancing resistance against A. salmonicida. Furthermore, ß-glucan could play an important role in regulating stress- and immune-related factors in rainbow trout to more quickly fight against bacterial infection.


Subject(s)
Disease Resistance , Fish Diseases/immunology , Gram-Negative Bacterial Infections/veterinary , Immunity, Innate , Oncorhynchus mykiss , beta-Glucans/immunology , Adjuvants, Immunologic/administration & dosage , Adjuvants, Immunologic/physiology , Aeromonas salmonicida/physiology , Animal Feed/analysis , Animals , Diet/veterinary , Dietary Supplements/analysis , Dose-Response Relationship, Drug , Fish Diseases/microbiology , Fish Proteins/genetics , Fish Proteins/metabolism , Gram-Negative Bacterial Infections/immunology , Gram-Negative Bacterial Infections/microbiology , Head Kidney/immunology , Head Kidney/metabolism , Oncorhynchus mykiss/growth & development , Oncorhynchus mykiss/immunology , Random Allocation , beta-Glucans/administration & dosage
9.
Fish Shellfish Immunol ; 64: 260-269, 2017 May.
Article in English | MEDLINE | ID: mdl-28279794

ABSTRACT

Quorum sensing is a bacterial density dependent communication system, which regarded to regulate co-operative behaviors of community and mediated by extracellular signal molecules named autoinducers (AI). Among various signals, autoinducer-2 (AI-2) is believed to be the messengers inter species and produced by LuxS. For Aeromonas salmonicida (A. salmonicida), an opportunistic pathogen to many cold-water teleost, little information has been known about the function of AI-2 and LuxS. Therefore, our aim was to preliminarily clarify the function of LuxS in A. salmonicida. The consequences demonstrated that wild type A. salmonicida exhibited AI-2 activity and luxS defective mutant strain fail to produce AI-2 signals. Furthermore, it was suggested that luxS deficiency could impact bacterial morphology, surface properties and virulence dramatically. Challenge experiment showed a tendency that immune factors expressed earlier when Atlantic salmon was infected with ΔluxS strain. Overall, we hypothesis that AI-2 quorum sensing could regulate the expression of A-layer protein coding gene vapA, and then influence bacterial survival ability when suffered from attack of the host immune system. Though additional studies are warranted, our study will supply a new thinking to control the damage caused by A. salmonicida.


Subject(s)
Aeromonas salmonicida/physiology , Aeromonas salmonicida/pathogenicity , Bacterial Proteins/genetics , Carbon-Sulfur Lyases/genetics , Furunculosis/immunology , Gram-Negative Bacterial Infections/veterinary , Homoserine/analogs & derivatives , Lactones/metabolism , Salmo salar , Aeromonas salmonicida/genetics , Amino Acid Sequence , Animals , Bacterial Proteins/chemistry , Bacterial Proteins/metabolism , Carbon-Sulfur Lyases/chemistry , Carbon-Sulfur Lyases/metabolism , Furunculosis/microbiology , Gram-Negative Bacterial Infections/immunology , Gram-Negative Bacterial Infections/microbiology , Homoserine/metabolism , Quorum Sensing , Sequence Alignment/veterinary , Virulence
10.
Dev Comp Immunol ; 72: 140-153, 2017 07.
Article in English | MEDLINE | ID: mdl-28235584

ABSTRACT

Aeromonas salmonicida is a major etiologic agent which induces furunculosis and is globally harmful in salmonid and turbot cultures, especially in Atlantic salmon (Salmo salar) farming. In order to improve knowledge of its poorly understood pathogenesis, we utilized high-throughput proteomics to display differentially expressed proteins in the kidney of Atlantic salmon challenged with high and low infection dose of A. salmonicida at 7 and 14 days. In quantitative proteomic assays, isobaric tags for relative and absolute quantitation (iTRAQ) combined with 2D LC-MS/MS is emerging as a powerful methodology in the search for disease-specific targets and biomarkers. In this study, 4009 distinct proteins (unused ≥ 1.3, which is a confidence ≥ 95%) were identified in three two-dimensional LC/MS/MS analyses. Then we chose 140 proteins (fold change ratio ≥ 1.5 and P < 0.01) combined with protein-protein interaction analysis to ultimately obtain 39 proteins in network which could be considered as potential biomarkers for Atlantic salmon immune responses. Nine significant differentially expressed proteins were consistent with those at the proteomic level used to validate genes at the transcriptomic level by qPCR. Collectively, these data was first reported using an iTRAQ approach to provide additional elements for consideration in the pathophysiology of A. salmonicida and pave the way to resolve the influence of this disease in Atlantic salmon.


Subject(s)
Aeromonas salmonicida/immunology , Fish Diseases/immunology , Gram-Negative Bacterial Infections/immunology , Kidney/physiology , Proteomics/methods , Salmo salar/immunology , Agriculture , Animals , Aquaculture , Biomarkers/metabolism , Gene Regulatory Networks/genetics , Kidney/microbiology , Protein Interaction Domains and Motifs/genetics , Tandem Mass Spectrometry , Transcriptome
11.
Fish Shellfish Immunol ; 58: 292-301, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27577538

ABSTRACT

Aeromonas salmonicida, an important pathogenic bacterium which induces furunculosis, is globally causing increased risks in Atlantic salmon (Salmo salar) farming. Although the kidney is the main target organ of A. salmonicida, the metabolic profiling of kidney in response to A. salmonicida in vivo remains unknown. Here, we used 1H nuclear magnetic resonance (NMR) to comprehensively analyze the metabolic changes in the kidney of Atlantic salmon. Through the NOESYPR1D spectrum combined with multi-variate pattern recognition analysis, including principal component analysis (PCA) and orthogonal partial least-squares discriminant analysis (OPLS-DA) models, significant metabolic changes were observed seven and 14 days post-infection and in a control group. Hence, the main objective of this study was to estimate the significant metabolites with resistance to furunculosis and further understand the mechanism of A. salmonicida in Atlantic salmon. Notably, substantial alterations of kidney metabolites were observed, such as with fumarate, alanine, valine, glycine, aspartate, choline, glycerophosphocholine and betaine, and summarized by metabolic pathways including the citrate cycle, glycolysis/gluconeogenesis, tryptophan metabolism, and urea cycle, respectively. Changes were also observed in 3-hydroxybutyrate and phosphocholine which were not involved in these four metabolic pathways. After analyzing the alteration trend of these metabolites, we inferred that A. salmonicida caused absorption inhibition of amino acids and disturbed protein metabolism as well as cell metabolism in favor of its replication. These observations offered novel insights into the mechanisms of infection at a functional level and facilitated further assessment and clarification of fish disease from A. salmonicida exposure.


Subject(s)
Furunculosis/immunology , Gram-Negative Bacterial Infections/veterinary , Kidney/metabolism , Metabolome , Salmo salar , Aeromonas salmonicida/physiology , Animals , Furunculosis/physiopathology , Gram-Negative Bacterial Infections/immunology , Gram-Negative Bacterial Infections/physiopathology , Kidney/microbiology , Magnetic Resonance Imaging/veterinary
12.
Fish Shellfish Immunol ; 48: 12-9, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26621757

ABSTRACT

Tumor necrosis factor receptor (TNFR)-associated factors (TRAFs) are a family of crucial adaptors, playing vital roles in mediating signal transduction in immune signaling pathways, including RIG-I-like receptor (RLR) signaling pathway. In the present study, a new TRAF family member (CgTRAF2) was identified in the Pacific oyster, Crassostrea gigas. Comparison and phylogenetic analysis revealed that CgTRAF2 could be a new member of the invertebrate TRAF2 family. Quantitative real-time PCR revealed that CgTRAF2 mRNA was highly expressed in the digestive gland, gills, and hemocytes, and it was significantly up-regulated after Vibrio alginolyticus and ostreid herpesvirus 1 (OsHV-1) challenge. The CgTRAF2 mRNA expression profile in different developmental stages of oyster larvae suggested that CgTRAF2 could function in early larval development. CgTRAF2 mRNA expression pattern, after the silence of CgMAVS (Mitochondrial Antiviral Signaling) -like, indicated that CgTRAF2 might function downstream of CgMAVS-like. Moreover, the subcellular localization analysis revealed that CgTRAF2 was localized in cytoplasm, and it may play predominately important roles in signal transduction. Collectively, these results demonstrated that CgTRAF2 might play important roles in the innate immunity and larval development of the Pacific oyster.


Subject(s)
Crassostrea/genetics , TNF Receptor-Associated Factor 2/genetics , Animals , Crassostrea/microbiology , Crassostrea/virology , DNA, Complementary/genetics , Gastrointestinal Tract/metabolism , Gills/metabolism , Hemocytes/metabolism , Herpesviridae , Herpesviridae Infections/genetics , Herpesviridae Infections/veterinary , Molecular Sequence Data , Phylogeny , RNA, Messenger/metabolism , Real-Time Polymerase Chain Reaction , Sequence Analysis, DNA , Up-Regulation , Vibrio Infections/genetics , Vibrio Infections/veterinary , Vibrio alginolyticus
13.
Fish Shellfish Immunol ; 44(1): 307-15, 2015 May.
Article in English | MEDLINE | ID: mdl-25725402

ABSTRACT

Enzyme activities and gene expression of a number of innate immune parameters in the serum, mucus and skin of Atlantic salmon (Salmo salar) were investigated after challenge with a pathogenic strain of Aeromonas salmonicida (A. salmonicida). Fish were injected in the dorsal muscle with either 100 µl bacterium solution, about 3.05 × 10(7) CFU/ml A. salmonicida, or 100 µl 0.9% NaCl (as control group) and tissue samples were collected at days 0, 2, 4 and 6 post-injection. Lysozyme (LSZ) and alkaline phosphatase (AKP) activities in serum, mucus and skin, and LSZ and AKP mRNA expression in skin of the challenged fish were higher than those of the control at most of the experimental time, with significant differences at several time points (P < 0.05), indicating the involvement of LSZ and AKP in the innate immunity of Atlantic salmon to A. salmonicida. Superoxide dismutase (SOD), peroxidase (POD) and catalase (CAT) activities in mucus and skin, along with the SOD, POD and CAT mRNA expression in skin significantly decreased at day 4 and 6, indicating the decreased antioxidant capacity of the challenged fish. Glutamate pyruvate transaminase (GPT) and glutamic oxalacetic transaminase (GOT) activities in serum, mucus and skin of the challenged group were all higher than those of the control after the injection, and at several time points significant differences were found between the two groups, suggesting organs of fish were impaired after the pathogen infection. The changes of the GPT and GOT activities could be used as potential biomarkers for the impairment of physiological functions caused by the pathogen infection. Identified biomarkers of the immune responses will contribute to the early-warning system of the disease. So this study will not only provide a theoretical basis for vaccine development, but also provide basic data for the establishment of early warning systems for diseases caused by A. salmonicida in Atlantic salmon rearing.


Subject(s)
Aeromonas salmonicida , Fish Diseases/immunology , Gram-Negative Bacterial Infections/veterinary , Salmo salar/immunology , Alanine Transaminase/metabolism , Alkaline Phosphatase/genetics , Alkaline Phosphatase/metabolism , Animals , Aspartate Aminotransferases/metabolism , Catalase/genetics , Catalase/metabolism , Gram-Negative Bacterial Infections/immunology , Immunity, Innate , Mucus/metabolism , Muramidase/genetics , Muramidase/metabolism , Peroxidase/genetics , Peroxidase/metabolism , RNA, Messenger/metabolism , Skin/metabolism , Superoxide Dismutase/genetics , Superoxide Dismutase/metabolism
14.
Mol Biol Rep ; 41(10): 6481-91, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25012913

ABSTRACT

Diverse alternative splicing isoforms play an important role in immune diversity and specificity. Their role in molluscan host-defense is however poorly understood. We characterized two alternative isoforms of tumor necrosis factor receptor-associated factor 3 (TRAF3) in the Pacific oyster, Crassostrea gigas, which were named CgTRAF3-S and CgTRAF3-L. An intron was retained in CgTRAF3-L, introducing a premature termination codon. Comparison and phylogenetic analysis revealed that CgTRAF3 shared a higher identity with other species, suggesting the conservation of the two gene transcripts. Quantitative real-time PCR was performed and the expression levels of CgTRAF3 isoforms were found to be significantly changed after Vibrio anguillarum and ostreid herpesvirus 1 challenges. These two isoforms represented contrary trends, indicating that CgTRAF3-L might function as a negative regulator of CgTRAF3-S. We also investigated the expression level of the transcripts of the two CgTRAF3 isoforms, following the silence of C. gigas mitochondrial anti-viral signaling protein like gene (CgMAVS-like). We concluded that CgTRAF3 might be involved in a MAVS-mediated immune signaling pathway. This study suggests that CgTRAF3 may be a response to bacterial and viral stimulation and that the two isoforms may be involved in immune response pathways. It is also possible that the two alternative splicing isoforms could be inter-coordinated and may promote survival of these oysters under immune stress conditions.


Subject(s)
Alternative Splicing , Crassostrea/genetics , Tumor Necrosis Factor Receptor-Associated Peptides and Proteins/genetics , Amino Acid Sequence , Animals , Cloning, Molecular , Crassostrea/classification , Crassostrea/immunology , Gene Expression Regulation , Gene Silencing , Molecular Sequence Data , Organ Specificity , Phylogeny , RNA Interference , RNA Isoforms , Sequence Alignment , Sequence Analysis, DNA
15.
PLoS One ; 9(2): e89040, 2014.
Article in English | MEDLINE | ID: mdl-24551213

ABSTRACT

Caspase-3 and caspase-7 are two key effector caspases that play important roles in apoptotic pathways that maintain normal tissue and organ development and homeostasis. However, little is known about the sequence, structure, activity, and function of effector caspases upon apoptosis in mollusks, especially marine bivalves. In this study, we investigated the possible roles of two executioner caspases in the regulation of apoptosis in the Pacific oyster Crassostrea gigas. A full-length caspase-3-like gene named Cgcaspase-3 was cloned from C.gigas cDNA, encoding a predicted protein containing caspase family p20 and p10 domain profiles and a conserved caspase active site motif. Phylogenetic analysis demonstrated that both Cgcaspase-3 and Cgcaspase-1 may function as effector caspases clustered in the invertebrate branch. Although the sequence identities between the two caspases was low, both enzymes possessed executioner caspase activity and were capable of inducing cell death. These results suggested that Cgcaspase-3 and Cgcaspase-1 were two effector caspases in C. gigas. We also observed that nucleus-localized Cgcaspase-3, may function as a caspase-3-like protein and cytoplasm-localized Cgcaspase-1 may function as a caspase-7-like protein. Both Cgcaspase-3 and Cgcaspase-1 mRNA expression increased after larvae settled on the substratum, suggesting that both caspases acted in several tissues or organs that degenerated after oyster larvae settlement. The highest caspase expression levels were observed in the gills indicating that both effector caspases were likely involved in immune or metabolic processes in C. gigas.


Subject(s)
Caspase 3/genetics , Caspase 7/genetics , Crassostrea/genetics , Larva/genetics , Phylogeny , Amino Acid Motifs , Animals , Apoptosis , Caspase 3/classification , Caspase 3/metabolism , Caspase 7/classification , Caspase 7/metabolism , Cloning, Molecular , Crassostrea/classification , Crassostrea/enzymology , Crassostrea/growth & development , DNA, Complementary/genetics , DNA, Complementary/metabolism , Gene Expression Regulation, Developmental , Gills/enzymology , Gills/growth & development , HEK293 Cells , Humans , Larva/enzymology , Larva/growth & development , Molecular Sequence Data , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Sequence Alignment , Sequence Homology, Amino Acid
16.
PLoS One ; 8(6): e66522, 2013.
Article in English | MEDLINE | ID: mdl-23840499

ABSTRACT

Mollusk shell is one kind of potential biomaterial, but its vague mineralization mechanism hinders its further application. Mollusk shell matrix proteins are important functional components that are embedded in the shell, which play important roles in shell formation. The proteome of the oyster shell had been determined based on the oyster genome sequence by our group and gives the chance for further deep study in this area. The classical model of shell formation posits that the shell proteins are mantle-secreted. But, in this study, we further analyzed the shell proteome data in combination with organ transcriptome data and we found that the shell proteins may be produced by multiple organs though the mantle is still the most important organ for shell formation. To identify the transport pathways of these shell proteins not in classical model of shell formation, we conducted a shell damage experiment and we determined the shell-related gene set to identify the possible transport pathways from multiple organs to the shell formation front. We also found that there may exist a remodeling mechanism in the process of shell formation. Based on these results along with some published results, we proposed a new immature model, which will help us think about the mechanism of shell formation in a different way.


Subject(s)
Nacre/metabolism , Pinctada/physiology , Proteins/metabolism , Animals , Biological Transport , Gene Expression Profiling , Pinctada/genetics
17.
Fish Shellfish Immunol ; 34(3): 939-45, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23357023

ABSTRACT

Hatchery-reared larvae of the Pacific oyster (Crassostrea gigas) often suffer from massive mortality induced by Ostreid herpesvirus 1 (OsHV-1) infection, indicating the importance of better understanding of oyster immune defense systems. The accuracy of measurements of gene expression levels based on quantitative real-time PCR assays relies on the use of housekeeping genes as internal controls; however, few studies have focused on the selection of such internal controls. In this study, we conducted a comprehensive investigation of internal control genes during oyster development in virus-infected and uninfected samples. Transcriptome data for 38 developmental stages were downloaded and the gene expression patterns were classified into 30 clusters. A total of 317 orthologs of classical housekeeping genes in the oyster genome were annotated. After combining the expression profiles and oyster housekeeping gene dataset, 14 candidate internal controls were selected for further investigation: Elongation factor-1α (EF-1α), 18S rRNA (18S), 28S rRNA (28S), Glyceraldehyde 3-phosphate dehydrogenase (GAPDH), ß-actin (ACT), Ribosomal protein L7 (RL7), Ribosomal protein L27 (RL27), Ribosomal protein L36 (RL36), Ribosomal protein S18 (RS18), Heterogeneous nuclear ribonucleoprotein A2/B1 (RO21), Eukaryotic translation elongation factor 2 (EF2), Ubiquitin-conjugating enzyme E2D2 (UBCD1), S-phase kinase-associated protein 1 (SKP1) and Heterogeneous nuclear ribonucleoprotein Q (HNRPQ). RNA was extracted from oyster larvae infected with OsHV-1 (group A; GA), and OsHV-1 free larvae (group B; GB). The expression levels of the 14 candidate internal controls were studied in GA and GB larvae by real-time PCR. Their expression stabilities were further analyzed using the GeNorm program. RL7 and RS18 were the most stable genes in both OsHV-1 infected (GA) and uninfected (GB) larvae. These results suggest that RL7 and RS18 could be used as internal controls for studying gene expression in normal growing oyster larvae and in OsHV-1 infected larvae. These high quality internal controls will be a valuable resource in future studies of oyster larval mortality.


Subject(s)
Crassostrea/genetics , Genes, Essential , Herpesviridae Infections/veterinary , Animals , China , Cloning, Molecular , Crassostrea/growth & development , Crassostrea/metabolism , Crassostrea/virology , Female , Gene Expression Profiling , Gene Expression Regulation , Herpesviridae/physiology , Herpesviridae Infections/virology , Larva/genetics , Larva/growth & development , Larva/metabolism , Larva/virology , Male , Organ Specificity , Real-Time Polymerase Chain Reaction/veterinary , Sequence Analysis, DNA
18.
Nature ; 490(7418): 49-54, 2012 Oct 04.
Article in English | MEDLINE | ID: mdl-22992520

ABSTRACT

The Pacific oyster Crassostrea gigas belongs to one of the most species-rich but genomically poorly explored phyla, the Mollusca. Here we report the sequencing and assembly of the oyster genome using short reads and a fosmid-pooling strategy, along with transcriptomes of development and stress response and the proteome of the shell. The oyster genome is highly polymorphic and rich in repetitive sequences, with some transposable elements still actively shaping variation. Transcriptome studies reveal an extensive set of genes responding to environmental stress. The expansion of genes coding for heat shock protein 70 and inhibitors of apoptosis is probably central to the oyster's adaptation to sessile life in the highly stressful intertidal zone. Our analyses also show that shell formation in molluscs is more complex than currently understood and involves extensive participation of cells and their exosomes. The oyster genome sequence fills a void in our understanding of the Lophotrochozoa.


Subject(s)
Adaptation, Physiological/genetics , Animal Shells/growth & development , Crassostrea/genetics , Genome/genetics , Stress, Physiological/physiology , Animal Shells/chemistry , Animals , Apoptosis Regulatory Proteins/genetics , DNA Transposable Elements/genetics , Evolution, Molecular , Female , Gene Expression Regulation, Developmental/genetics , Genes, Homeobox/genetics , Genomics , HSP70 Heat-Shock Proteins/genetics , Humans , Larva/genetics , Larva/growth & development , Mass Spectrometry , Molecular Sequence Annotation , Molecular Sequence Data , Polymorphism, Genetic/genetics , Repetitive Sequences, Nucleic Acid/genetics , Sequence Analysis, DNA , Stress, Physiological/genetics , Transcriptome/genetics
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