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Viruses are the most ubiquitous and diverse entities in the biome. Due to the rapid growth of newly identified viruses, there is an urgent need for accurate and comprehensive virus classification, particularly for novel viruses. Here, we present PhaGCN2, which can rapidly classify the taxonomy of viral sequences at the family level and supports the visualization of the associations of all families. We evaluate the performance of PhaGCN2 and compare it with the state-of-the-art virus classification tools, such as vConTACT2, CAT and VPF-Class, using the widely accepted metrics. The results show that PhaGCN2 largely improves the precision and recall of virus classification, increases the number of classifiable virus sequences in the Global Ocean Virome dataset (v2.0) by four times and classifies more than 90% of the Gut Phage Database. PhaGCN2 makes it possible to conduct high-throughput and automatic expansion of the database of the International Committee on Taxonomy of Viruses. The source code is freely available at https://github.com/KennthShang/PhaGCN2.0.
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Vírus , Vírus/genética , Genoma Viral , Bases de Dados Factuais , Software , GenômicaRESUMO
[This corrects the article DOI: 10.1371/journal.ppat.1008421.].
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The outbreak of a novel corona Virus Disease 2019 (COVID-19) in the city of Wuhan, China has resulted in more than 1.7 million laboratory confirmed cases all over the world. Recent studies showed that SARS-CoV-2 was likely originated from bats, but its intermediate hosts are still largely unknown. In this study, we assembled the complete genome of a coronavirus identified in 3 sick Malayan pangolins. The molecular and phylogenetic analyses showed that this pangolin coronavirus (pangolin-CoV-2020) is genetically related to the SARS-CoV-2 as well as a group of bat coronaviruses but do not support the SARS-CoV-2 emerged directly from the pangolin-CoV-2020. Our study suggests that pangolins are natural hosts of Betacoronaviruses. Large surveillance of coronaviruses in pangolins could improve our understanding of the spectrum of coronaviruses in pangolins. In addition to conservation of wildlife, minimizing the exposures of humans to wildlife will be important to reduce the spillover risks of coronaviruses from wild animals to humans.
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Betacoronavirus/classificação , Betacoronavirus/genética , Infecções por Coronavirus/virologia , Reservatórios de Doenças/virologia , Eutérios/virologia , Pneumonia Viral/virologia , Animais , COVID-19 , Coronaviridae/classificação , Coronaviridae/genética , Especificidade de Hospedeiro , Humanos , Pandemias , Filogenia , SARS-CoV-2 , Homologia de Sequência do Ácido Nucleico , Zoonoses/prevenção & controle , Zoonoses/virologiaRESUMO
Ganglioneuritis was the primary pathologic change in infected abalone associated with Haliotid herpesvirus 1 (HaHV-1) infection, which eventually became known as abalone viral ganglioneuritis (AVG). However, the distribution of HaHV-1 in the other tissues and organs of infected abalone has not been systemically investigated. In the present study, the distribution of HaHV-1-CN2003 variant in different organs of small abalone, Haliotis diversicolor supertexta, collected at seven different time points post experimental infection, was investigated with histopathological examination and in situ hybridization (ISH) of HaHV-1 DNA. ISH signals were first observed in pedal ganglia at 48 h post injection, and were consistently observed in this tissue of challenged abalone. At the same time, increased cellularity accompanied by ISH signals was observed in some peripheral ganglia of mantle and kidney. At the end of infection period, lesions and co-localized ISH signals in infiltrated cells were detected occasionally in the mantle and hepatopancreas. Transmission electron microscope analysis revealed the presence of herpes-like viral particles in haemocyte nuclei of infected abalone. Our results indicated that, although HaHV-1-CN2003 was primarily neurotropic, it could infect other tissues including haemocytes.
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Vírus de DNA/isolamento & purificação , Caramujos/virologia , Animais , China , Herpesviridae/isolamento & purificação , Hibridização In SituRESUMO
Abalone viral ganglioneuritis (AVG), caused by Haliotid herpesvirus-1 (HaHV-1) infection, has been reported as the main cause of mortality and heavy losses of wild and cultivated abalone in Taiwan and Australia since 2003. HaHV-1 DNA has also been reported in diseased abalone collected in early 2000s in China. However, no data is available about the susceptibility, disease process and pathological changes of HaHV-1 infection in the primary cultivated abalone species in China. In the present study, two cultivated abalone species, Haliotis diversicolor supertexta and Haliotis discus hannai, were challenged with HaHV-1-CN2003 collected in 2003 in China using three different methods. Results showed that H. diversicolor supertexta was highly susceptible to HaHV-1-CN2003 infection and suffered acute mortality using all three challenge methods. H. discus hannai was not susceptible to the viral infection. Histopathology combined with transmission electron microscopy and quantitative PCR analysis revealed that the tropism of HaHV-1-CN2003 includes both neural tissue and haemocytes.
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Gastrópodes/virologia , Infecções por Herpesviridae/virologia , Herpesviridae , Animais , Aquicultura , Organismos Aquáticos/virologia , Austrália , China , Suscetibilidade a Doenças , Herpesviridae/patogenicidade , Herpesviridae/ultraestrutura , Infecções por Herpesviridae/patologia , Frutos do Mar/virologia , TaiwanRESUMO
Oysters that filter feed can accumulate numerous pathogens, including viruses, which can serve as a valuable viral repository. As oyster farming becomes more prevalent, concerns are mounting about diseases that can harm both cultivated and wild oysters. Unfortunately, there is a lack of research on the viruses and other factors that can cause illness in shellfish. This means that it is harder to find ways to prevent these diseases and protect the oysters. This is part of a previously started project, the Dataset of Oyster Virome, in which we further study 30 almost complete genomes of oyster-associated CRESS DNA viruses. The replication-associated proteins and capsid proteins found in CRESS DNA viruses display varying evolutionary rates and frequently undergo recombination. Additionally, some CRESS DNA viruses have the capability for cross-species transmission. A plethora of unclassified CRESS DNA viruses are detectable in transcriptome libraries, exhibiting higher levels of transcriptional activity than those found in metagenome libraries. The study significantly enhances our understanding of the diversity of oyster-associated CRESS DNA viruses, emphasizing the widespread presence of CRESS DNA viruses in the natural environment and the substantial portion of CRESS DNA viruses that remain unidentified. This study's findings provide a basis for further research on the biological and ecological roles of viruses in oysters and their environment.
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Brassicaceae , Vírus , DNA Viral/genética , Viroma , Vírus de DNA/genética , Vírus/genética , Filogenia , Genoma ViralRESUMO
BACKGROUND: Viruses play critical roles in the marine environment because of their interactions with an extremely broad range of potential hosts. Many studies of viruses in seawater have been published, but viruses that inhabit marine animals have been largely neglected. Oysters are keystone species in coastal ecosystems, yet as filter-feeding bivalves with very large roosting numbers and species co-habitation, it is not clear what role they play in marine virus transmission and coastal microbiome regulation. RESULTS: Here, we report a Dataset of Oyster Virome (DOV) that contains 728,784 nonredundant viral operational taxonomic unit contigs (≥ 800 bp) and 3473 high-quality viral genomes, enabling the first comprehensive overview of both DNA and RNA viral communities in the oyster Crassostrea hongkongensis. We discovered tremendous diversity among novel viruses that inhabit this oyster using multiple approaches, including reads recruitment, viral operational taxonomic units, and high-quality virus genomes. Our results show that these viruses are very different from viruses in the oceans or other habitats. In particular, the high diversity of novel circoviruses that we found in the oysters indicates that oysters may be potential hotspots for circoviruses. Notably, the viruses that were enriched in oysters are not random but are well-organized communities that can respond to changes in the health state of the host and the external environment at both compositional and functional levels. CONCLUSIONS: In this study, we generated a first "knowledge landscape" of the oyster virome, which has increased the number of known oyster-related viruses by tens of thousands. Our results suggest that oysters provide a unique habitat that is different from that of seawater, and highlight the importance of filter-feeding bivalves for marine virus exploration as well as their essential but still invisible roles in regulating marine ecosystems. Video Abstract.
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Crassostrea , Microbiota , Vírus , Animais , Crassostrea/genética , DNA , Água do Mar , Vírus/genéticaRESUMO
RNA viruses have a higher mutation rate than DNA viruses; however, RNA viruses are insufficiently studied outside disease settings. The International Committee on Taxonomy of Viruses (ICTV) is an organization set up by virologists to standardize virus classification. To better understand ICTV taxonomy and the characteristics and rules of different RNA virus families, we analyzed the 3,529 RNA viruses included in the 2020 ICTV report using five widely used metrics: length, host, GC content, number of predicted ORFs, and sequence similarity. The results show that host type has a significant influence on viral genome length and GC content. The genome lengths of virus members within the same genus are quite similar: 98.28% of the genome length differences within any particular genus are less than 20%. The species within those genera containing segmented viruses also have a similar length and number of segments. The number of predicted ORFs in the RNA viral genomes also shows a strong, statistically significant correlation with genome length. We suggest that due to the high mutation rate of RNA virus genomes, current RNA virus classification should mainly rely on protein similarities rather than nucleic acid similarities.
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Eighteen novel RNA viruses were found in Crassostrea hongkongensis. Phylogenic analysis shows evidence of recombination between major genes of viruses. Picobirnaviruses are ubiquitous and abundant in oysters.
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Diversity analyses of the eukaryotic microorganisms in the gut of marine animals is hampered by the presence of host DNA in the samples. PCR amplification of rRNA genes of eukaryotic microorganisms is inefficient with universal primers targeting 18S rRNA gene when the host DNA is dominant. In this study, we designed several blocking primers to inhibit PCR amplification of rRNA genes of the shrimp Litopenaeus vannamei, and tested their efficacy on the oyster Crassostrea hongkongensis. We first compared the intensity of PCR product bands obtained with and without the blocking primers. Then, one primer was selected for further verification using high-throughput sequencing. Our results showed that X-BP2-DPO was the most effective blocking primer in suppressing the host 18S amplification compared to nine other candidates. The inhibition rate was 99% for the amplification of shrimp rDNA, and 17% for the amplification of oyster rDNA. The concentration of the blocking primer in the PCR mixture was an important factor to be considered in the experimental design. The development of blocking primers provided a valid method to study the composition and characteristics of eukaryotic microorganisms in shrimp gut for a better understanding of its diets.
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Hemocyanins (Hc), the main protein components of hemolymph in invertebrates, are not only involved in oxygen transport but also linked to non-specific immune responses. In this study, we used abalone (Haliotis diversicolor) Hc to study the basis of its diversified functions through gene, protein, peptides, and phenoloxidase (PO) activity levels. Three complete hemocyanin gene (HdH) sequences were cloned for the first time. By comparing the copies and location of HdH between abalone and other mollusks, we propose that Hc gene duplication and linkage is likely to be common during the evolution of mollusk respiratory proteins. We further demonstrate that all three genes could be expressed in abalone, with expression varying based on the developmental stages, tissue types, and different pathogen infections. However, HdH1 and HdH2 appear to be synthesized by the same cells by fluorescence in situ hybridization. Furthermore, the PO activity of HdH can be induced by trypsin, urea, and SDS in vitro. Viral infection can stimulate its PO activity in vivo by cleaving the protein into fragments. Consequently, we present a comprehensive study of abalone hemocyanin, providing important evidence for an in-depth understanding of the physiological and immune functions of Hc in mollusks.
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Gastrópodes/metabolismo , Gastrópodes/virologia , Hemocianinas/genética , Hemocianinas/metabolismo , Monofenol Mono-Oxigenase/metabolismo , Animais , Gastrópodes/imunologia , Expressão Gênica , Imunidade Inata , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismoRESUMO
Abalone herpes-like virus (AbHV) and Red-spotted grouper nervous necrosis virus (RGNNV) are two serious viruses that infect animal populations in aquaculture. Both viruses cause diseases associated with high mortality rates, resulting in dramatic economic losses in the aquaculture industry. There are currently no effective treatments for either of these two viral diseases. Thus, early, rapid, and accurate diagnosis plays a fundamental role in disease prevention and control in aquaculture. Traditional methods of diagnosis, such as virus culture, enzyme-linked immunoassay, and polymerase chain reaction (PCR), are either time consuming or require sophisticated temperature control devices. In this study, one sets of specific primers and probes were designed for the real-time quantitative recombinase polymerase amplification (qRPA) detection of AbHV and RGNNV separately. The sensitivity and specificity of detection were evaluated by comparison with detection by conventional PCR and quantitative PCR. The optimal reaction temperature and time for virus detection is 37°C for 20min. The detection limit is 100 copies per reaction, making this approach faster and more sensitive than qPCR in this study. In a field application, the detection percentage of qRPA was higher than that of qPCR for both AbHV and NNV. Additionally, good correlation was found between qRPA and qPCR detection (R2>0.8). The methods presented here can be used as alternatives to qPCR for quick and quantitative detection of pathogens infecting aquaculture species.
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Infecções por Vírus de DNA/veterinária , Herpesviridae/isolamento & purificação , Técnicas de Diagnóstico Molecular/métodos , Nodaviridae/isolamento & purificação , Técnicas de Amplificação de Ácido Nucleico/métodos , Infecções por Vírus de RNA/veterinária , Animais , Aquicultura , Infecções por Vírus de DNA/diagnóstico , Peixes , Gastrópodes , Herpesviridae/genética , Nodaviridae/genética , Infecções por Vírus de RNA/diagnóstico , Sensibilidade e Especificidade , Medicina Veterinária/métodosRESUMO
The emergence and widespread use of high-throughput sequencing technologies have promoted metagenomic studies on environmental or animal samples. Library construction for metagenome sequencing and annotation of the produced sequence reads are important steps in such studies and influence the quality of metagenomic data. In this study, we collected some marine mollusk samples, such as Crassostrea hongkongensis, Chlamys farreri, and Ruditapes philippinarum, from coastal areas in South China. These samples were divided into two batches to compare two library construction methods for shellfish viral metagenome. Our analysis showed that reverse-transcribing RNA into cDNA and then amplifying it simultaneously with DNA by whole genome amplification (WGA) yielded a larger amount of DNA compared to using only WGA or WTA (whole transcriptome amplification). Moreover, higher quality libraries were obtained by agarose gel extraction rather than with AMPure bead size selection. However, the latter can also provide good results if combined with the adjustment of the filter parameters. This, together with its simplicity, makes it a viable alternative. Finally, we compared three annotation tools (BLAST, DIAMOND, and Taxonomer) and two reference databases (NCBI's NR and Uniprot's Uniref). Considering the limitations of computing resources and data transfer speed, we propose the use of DIAMOND with Uniref for annotating metagenomic short reads as its running speed can guarantee a good annotation rate. This study may serve as a useful reference for selecting methods for Shellfish viral metagenome library construction and read annotation.
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Sequenciamento de Nucleotídeos em Larga Escala/métodos , Metagenômica/métodos , Moluscos/genética , Animais , China , Clonagem Molecular , Biblioteca Gênica , Anotação de Sequência Molecular , Técnicas de Amplificação de Ácido Nucleico/métodos , Análise de Sequência de DNARESUMO
Ostreid herpesvirus-1 (OsHV-1) is a well-known pathogen associated with high mortality rates in hatchery-reared larvae and juveniles of different bivalve species worldwide. Early, rapid and accurate diagnosis plays a fundamental role in disease prevention and control in aquaculture. Recombinase polymerase amplification (RPA) is a novel isothermal amplification method, which can amplify detectable amount of DNA at 37⯰C-39⯰C within 20â¯min. In the present study, two sets of specific primers and probes were designed for the real-time quantitative RPA (qRPA) detection of OsHV-1 DNA. The sensitivity and specificity of detection were evaluated by comparison with quantitative polymerase chain reaction (qPCR). The detection limit for qRPA assays was shown to be 5 copies DNA/reaction for the primer set ORF95, which was lower than the 100 copies required for the qPCR test. The optimal reaction temperature and time were 37⯰C for 20â¯min, making this approach faster than qPCR. This is the first study to apply qPCR and qRPA methods to detect OsHV-1 in Scapharca subcrenata. The percentage of viral load sample detected by the two methods was 22% and the correlation of the two virus quantitative results was 0.8. Therefore, qRPA assays is sensitive, fast, and high-temperature independent relative to qPCR and is suitable for critical clinical diagnostics use and rapid field analysis in resource-limited settings.
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Vírus de DNA/genética , Infecções por Herpesviridae/diagnóstico , Infecções por Herpesviridae/virologia , Técnicas de Amplificação de Ácido Nucleico , Scapharca/virologia , Animais , Reação em Cadeia da Polimerase , Reação em Cadeia da Polimerase em Tempo Real , Reprodutibilidade dos Testes , Sensibilidade e EspecificidadeRESUMO
An ecosystem is a community comprising living and nonliving components of the environment. Microbes are ubiquitous elements in each of these components. The dynamics of microbiota formation in an ecosystem is important to elucidate, because how the different components of a system exchange microbes, and how the microbes control ecological processes remain unresolved. In this study, an abalone, Haliotis diversicolor, seed-nursing pond was used as a model system. We first examined changes in bacterial communities during the seedling cultivation of this herbivorous juvenile aquatic invertebrate animal. Denaturing gradient gel electrophoresis (DGGE) and pyrosequencing were used to analyze bacterial community dynamics and spatio-temporal interactions of different system components: consumers (abalone), producers (algae or a substrate), and the environment (water). DGGE fingerprints revealed that the developmental stages of abalone influences bacterial communities of both the abalone and substrate. Although the communities in water fluctuated daily, they could be divided into two clusters that coincided with abalone stages, reflecting the transition from larva to juvenile at around day 21. Pyrosequencing showed that the microbiota in the abalone and substrate had more operational taxonomic units in common than that of either with water. The Bray-Curtis similarity index was used to quantify the formation dynamics of microbiota among the various components of the system. The bacterial communities in producers and consumers showed similar changes. These communities were unstable at the beginning and then slowly stabilized over time. The environmental bacterial community was more stable than the bacterial communities in consumers and producers, and may have been the basis for stability in the system. Our research provides insights into the dynamics of microbiota formation in various biotic elements of a system that will contribute to predictive systems modeling.
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Bactérias , Gastrópodes/microbiologia , Microbiota , Animais , Bactérias/genética , Bactérias/isolamento & purificação , Microbiota/genética , RNA Ribossômico 16S/genética , Análise de SequênciaRESUMO
Haliotis diversicolor (small abalone) is an economic seafood found off the Southern coast of China. Since 1999, the cultured abalone yields in China have been affected severely by continual outbreaks of a fatal epidemic disease caused by abalone shriveling syndrome associated virus (AbSV), a double-stranded DNA virus. Although the pathogenicity and genome of AbSV have been ascertained, the epidemiology of AbSV infection remains to be investigated. In the present study, four pairs of AbSV-specific primers were designed on the basis of open reading frame (ORF)24 and ORF25 sequences in the AbSV genome. Two nested PCR detection methods were established by optimization of the annealing temperatures of primers. The results showed that the specificity of primers for AbSV detection could not be interfered with by the host genome and other aquaculture species or viruses. The detection limits of the two methods were about 10 copies of recombinant plasmid containing AbSV genes in 20µL reaction mixture. The results of detection of the AbSV epidemic showed that AbSV was still present in juvenile abalones in some farms along the Southern coast of China (Fujian and Guangdong).
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Vírus de DNA/isolamento & purificação , Gastrópodes/virologia , Reação em Cadeia da Polimerase/métodos , Animais , China , Primers do DNA/genética , Sensibilidade e EspecificidadeRESUMO
Haliotis diversicolor (small abalone) is an important seafood found along the southern coast of China. Since 1999, the yields of cultured abalone in China have been severely affected by an epidemic of continuous outbreaks of a fatal disease. A novel double-stranded DNA virus, abalone shriveling syndrome-associated virus (AbSV), was proven to be one of the main causative agent. Although the pathogenicity and genome of AbSV has been ascertained, the epidemiology of AbSV remains to be investigated. In this study, four pairs of AbSV-specific primers were designed on the basis of the AbSV genome, and were tested for their specificities and sensitivities in quantitative real-time PCRs (qPCRs) after optimization of the annealing temperature. The 3F3/3B3 primer pair was finally chosen with a good specificity and high efficiency of amplification, with a detection limit of about 10 copies of recombinant plasmid containing AbSV genes in a 20-µL reaction mixture. In the detection of AbSV in abalone samples along the southern coast of China, most of the diseased samples had more than 80 virus copies in 1ng host genome DNA. AbSV was also demonstrated in mature hybrid (LY) and juvenile (JH) abalones from assays of healthy animals collected in recent years.
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Vírus de DNA/isolamento & purificação , Gastrópodes/virologia , Reação em Cadeia da Polimerase em Tempo Real/métodos , Virologia/métodos , Animais , China , Primers do DNA/genética , Vírus de DNA/genética , Sensibilidade e EspecificidadeRESUMO
The small abalone, Haliotis diversicolor, is a widely distributed and cultured species in the subtropical coastal area of China. To identify and classify functional genes of this important species, a normalized expressed sequence tag (EST) library, including 7069 high quality ESTs from the total body of H. diversicolor, was analyzed. A total of 4781 unigenes were assembled and 2991 novel abalone genes were identified. The GC content, codon and amino acid usage of the transcriptome were analyzed. For the accurate annotation of the abalone library, different influencing factors were evaluated. The gene ontology (GO) database provided a higher annotation rate (69.6%), and sequences longer than 800bp were easily subjected to a BLAST search. The taxonomy of the BLAST results showed that lancelet and invertebrates are most closely related to abalone. Sixty-seven identified plant-like genes were further examined by reverse transcription-polymerase chain reaction (RT-PCR) and sequencing, only seven of these were real transcripts in abalone. Phylogenic trees were also constructed to illustrate the positions of two Cystatin sequences and one Calmodulin protein sequence identified in abalone. To perform functional classification, three different databases (GO, KEGG and COG) were used and 60 immune or disease-related unigenes were determined. This work has greatly enlarged the known gene pool of H. diversicolor and will have important implications for future molecular and genetic analyses in this organism.