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1.
Microbiome ; 11(1): 158, 2023 07 25.
Article in English | MEDLINE | ID: mdl-37491320

ABSTRACT

BACKGROUND: Bovine respiratory disease (BRD) is one of the most common diseases in intensively managed cattle, often resulting in high morbidity and mortality. Although several pathogens have been isolated and extensively studied, the complete infectome of the respiratory complex consists of a more extensive range unrecognised species. Here, we used total RNA sequencing (i.e., metatranscriptomics) of nasal and nasopharyngeal swabs collected from animals with and without BRD from two cattle feedlots in Australia. RESULTS: A high abundance of bovine nidovirus, influenza D, bovine rhinitis A and bovine coronavirus was found in the samples. Additionally, we obtained the complete or near-complete genome of bovine rhinitis B, enterovirus E1, bovine viral diarrhea virus (sub-genotypes 1a and 1c) and bovine respiratory syncytial virus, and partial sequences of other viruses. A new species of paramyxovirus was also identified. Overall, the most abundant RNA virus, was the bovine nidovirus. Characterisation of bacterial species from the transcriptome revealed a high abundance and diversity of Mollicutes in BRD cases and unaffected control animals. Of the non-Mollicutes species, Histophilus somni was detected, whereas there was a low abundance of Mannheimia haemolytica. CONCLUSION: This study highlights the use of untargeted sequencing approaches to study the unrecognised range of microorganisms present in healthy or diseased animals and the need to study previously uncultured viral species that may have an important role in cattle respiratory disease. Video Abstract.


Subject(s)
Cattle Diseases , Respiratory Tract Diseases , Rhinitis , Viruses , Animals , Cattle , Australia , Viruses/genetics , Cattle Diseases/microbiology
2.
PLoS One ; 17(6): e0270372, 2022.
Article in English | MEDLINE | ID: mdl-35749534

ABSTRACT

Intensive farming practices can increase exposure of animals to infectious agents against which antibiotics are used. Orally administered antibiotics are well known to cause dysbiosis. To counteract dysbiotic effects, numerous studies in the past two decades sought to understand whether probiotics are a valid tool to help re-establish a healthy gut microbial community after antibiotic treatment. Although dysbiotic effects of antibiotics are well investigated, little is known about the effects of intramuscular antibiotic treatment on the gut microbiome and a few studies attempted to study treatment effects using phylogenetic diversity analysis techniques. In this study we sought to determine the effects of two probiotic- and one intramuscularly administered antibiotic treatment on the developing gut microbiome of post-weaning piglets between their 3rd and 9th week of life. Shotgun metagenomic sequences from over 800 faecal time-series samples derived from 126 post-weaning piglets and 42 sows were analysed in a phylogenetic framework. Differences between individual hosts such as breed, litter, and age, were found to be important contributors to variation in the community composition. Host age was the dominant factor in shaping the gut microbiota of piglets after weaning. The post-weaning pig gut microbiome appeared to follow a highly structured developmental program with characteristic post-weaning changes that can distinguish hosts that were born as little as two days apart in the second month of life. Treatment effects of the antibiotic and probiotic treatments were found but were subtle and included a higher representation of Mollicutes associated with intramuscular antibiotic treatment, and an increase of Lactobacillus associated with probiotic treatment. The discovery of correlations between experimental factors and microbial community composition is more commonly addressed with OTU-based methods and rarely analysed via phylogenetic diversity measures. The latter method, although less intuitive than the former, suffers less from library size normalization biases, and it proved to be instrumental in this study for the discovery of correlations between microbiome composition and host-, and treatment factors.


Subject(s)
Gastrointestinal Microbiome , Microbiota , Probiotics , Animals , Anti-Bacterial Agents/pharmacology , Dysbiosis , Female , Gastrointestinal Microbiome/genetics , Phylogeny , Swine , Weaning
3.
Microb Genom ; 8(1)2022 01.
Article in English | MEDLINE | ID: mdl-35014949

ABSTRACT

We developed a low-cost method for the production of Illumina-compatible sequencing libraries that allows up to 14 times more libraries for high-throughput Illumina sequencing to be generated for the same cost. We call this new method Hackflex. The quality of library preparation was tested by constructing libraries from Escherichia coli MG1655 genomic DNA using either Hackflex, standard Nextera Flex (recently renamed as Illumina DNA Prep) or a variation of standard Nextera Flex in which the bead-linked transposase is diluted prior to use. In order to test the library quality for genomes with a higher and a lower G+C content, library construction methods were also tested on Pseudomonas aeruginosa PAO1 and Staphylococcus aureus ATCC 25923, respectively. We demonstrated that Hackflex can produce high-quality libraries and yields a highly uniform coverage, equivalent to the standard Nextera Flex kit. We show that strongly size-selected libraries produce sufficient yield and complexity to support de novo microbial genome assembly, and that assemblies of the large-insert libraries can be much more contiguous than standard libraries without strong size selection. We introduce a new set of sample barcodes that are distinct from standard Illumina barcodes, enabling Hackflex samples to be multiplexed with samples barcoded using standard Illumina kits. Using Hackflex, we were able to achieve a per-sample reagent cost for library prep of A$7.22 (Australian dollars) (US $5.60; UK £3.87, £1=A$1.87), which is 9.87 times lower than the standard Nextera Flex protocol at advertised retail price. An additional simple modification and further simplification of the protocol by omitting the wash step enables a further price reduction to reach an overall 14-fold cost saving. This method will allow researchers to construct more libraries within a given budget, thereby yielding more data and facilitating research programmes where sequencing large numbers of libraries is beneficial.


Subject(s)
Bacteria/genetics , Gene Library , Sequence Analysis, DNA/economics , Sequence Analysis, DNA/methods , Australia , Bacteria/classification , Base Composition , DNA, Bacterial/genetics , Escherichia coli/classification , Escherichia coli/genetics , High-Throughput Nucleotide Sequencing , Pseudomonas aeruginosa/classification , Pseudomonas aeruginosa/genetics , Staphylococcus aureus/classification , Staphylococcus aureus/genetics
4.
Bull Entomol Res ; 112(2): 236-242, 2022 Apr.
Article in English | MEDLINE | ID: mdl-34496982

ABSTRACT

Invasive Tephritid fruit flies are a global threat to both agriculture and horticulture industries. Biosecurity has played a critical role in reducing their damage but becomes more and more challenging after several key chemical pesticides were banned or withdrawn for health or environmental reasons. This has led to non-chemical approaches including heat and cold treatments being broadly utilized to get rid of fruit fly infestation. However, the molecular mechanisms to kill the flies underlying these stressors are not clear yet. This knowledge will certainly help refine current post-harvest treatment strategies and develop more efficient, cost-effective and environmentally friendly approaches for fruit fly management. Previously, the molecular response of the Mediterranean fruit fly, Ceratitis capitata (Wiedemann) to heat was examined thoroughly, in which 31 key genes were identified with significant changes in expression levels and their high-resolution expression timeline was constructed across 11 timepoints. However, whether these candidate genes respond to cold in the same way was unknown. Here, a temperature bioassay was conducted and the expression profiles of these genes were investigated across the same 11 timepoints using cold treatment. The results showed that most of candidate genes exhibited divergent expression profiles compared to heat treatment, suggesting that the fly molecular response to cold may be different from those to heat. This study provides new knowledge of Tephritid fruit fly response to cold at a molecular level, which could aid in improving current fruit fly management and facilitate the development of new strategies to control this serious horticultural insect pest.


Subject(s)
Ceratitis capitata , Animals , Cold Temperature , Hot Temperature
5.
Front Microbiol ; 12: 731050, 2021.
Article in English | MEDLINE | ID: mdl-34557175

ABSTRACT

Enterotoxigenic Escherichia coli (ETEC) is the primary aetiologic agent of traveller's diarrhoea and a significant cause of diarrhoeal disease and death in developing countries. ETEC O169:H41 strains are known to cause both traveller's diarrhoea and foodborne outbreaks in developed countries and are cause for concern. Here, whole-genome sequencing (WGS) was used to assemble 46 O169:H41 (ST182) E. coli draft genomes derived from two airplane waste samples sourced from a German international airport. The ST182 genomes were compared with all 84 publicly available, geographically diverse ST182 genomes to construct a core genome-based phylogenetic tree. ST182 isolates were all phylogroup E, the majority serotype O169:H41 (n = 121, 93%) and formed five major clades. The airplane waste isolates differed by an average of 15 core SNPs (range 0-45) but their accessory genome content was diverse. While uncommon in other ST182 genomes, all airplane-derived ST182 isolates carried: (i) extended-spectrum ß-lactamase gene bla CTX-M- 15 notably lacking the typical adjacent ISEcp1; (ii) qnrS1 and the S83L mutation in gyrA, both conferring resistance to fluoroquinolones; and (iii) a class 1 integron structure (IS26-intI1 Δ 648-dfrA17-aadA5-qacEΔ1-sul1-ORF-srpC-padR-IS6100-mphR-mrx-mphA-IS26) identified previously in major extraintestinal pathogenic E. coli STs but not in ETEC. ST182 isolates carried ETEC-specific virulence factors STp + CS6. Adhesin/invasin tia was identified in 89% of aircraft ST182 isolates (vs 23%) and was located on a putative genomic island within a hotspot region for various insertions including PAI I536 and plasmid-associated transposons. The most common plasmid replicons in this collection were IncFII (100%; F2:A-:B-) and IncB/O/K/Z (89%). Our data suggest that potentially through travel, E. coli ST182 are evolving a multidrug-resistant profile through the acquisition of class 1 integrons and different plasmids.

6.
Microb Genom ; 7(8)2021 08.
Article in English | MEDLINE | ID: mdl-34370660

ABSTRACT

Using a previously described metagenomics dataset of 27 billion reads, we reconstructed over 50 000 metagenome-assembled genomes (MAGs) of organisms resident in the porcine gut, 46.5 % of which were classified as >70 % complete with a <10 % contamination rate, and 24.4 % were nearly complete genomes. Here, we describe the generation and analysis of those MAGs using time-series samples. The gut microbial communities of piglets appear to follow a highly structured developmental programme in the weeks following weaning, and this development is robust to treatments including an intramuscular antibiotic treatment and two probiotic treatments. The high resolution we obtained allowed us to identify specific taxonomic 'signatures' that characterize the gut microbial development immediately after weaning. Additionally, we characterized the carbohydrate repertoire of the organisms resident in the porcine gut. We tracked the abundance shifts of 294 carbohydrate active enzymes, and identified the species and higher-level taxonomic groups carrying each of these enzymes in their MAGs. This knowledge can contribute to the design of probiotics and prebiotic interventions as a means to modify the piglet gut microbiome.


Subject(s)
Gastrointestinal Microbiome/genetics , Metagenome , Metagenomics , Animals , Gastrointestinal Microbiome/physiology , Genome, Bacterial , Phylogeny , Proteome , Swine , Weaning
7.
Gigascience ; 10(6)2021 06 03.
Article in English | MEDLINE | ID: mdl-34080630

ABSTRACT

BACKGROUND: Early weaning and intensive farming practices predispose piglets to the development of infectious and often lethal diseases, against which antibiotics are used. Besides contributing to the build-up of antimicrobial resistance, antibiotics are known to modulate the gut microbial composition. As an alternative to antibiotic treatment, studies have previously investigated the potential of probiotics for the prevention of postweaning diarrhea. In order to describe the post-weaning gut microbiota, and to study the effects of two probiotics formulations and of intramuscular antibiotic treatment on the gut microbiota, we sampled and processed over 800 faecal time-series samples from 126 piglets and 42 sows. RESULTS: Here we report on the largest shotgun metagenomic dataset of the pig gut lumen microbiome to date, consisting of >8 Tbp of shotgun metagenomic sequencing data. The animal trial, the workflow from sample collection to sample processing, and the preparation of libraries for sequencing, are described in detail. We provide a preliminary analysis of the dataset, centered on a taxonomic profiling of the samples, and a 16S-based beta diversity analysis of the mothers and the piglets in the first 5 weeks after weaning. CONCLUSIONS: This study was conducted to generate a publicly available databank of the faecal metagenome of weaner piglets aged between 3 and 9 weeks old, treated with different probiotic formulations and intramuscular antibiotic treatment. Besides investigating the effects of the probiotic and intramuscular antibiotic treatment, the dataset can be explored to assess a wide range of ecological questions with regards to antimicrobial resistance, host-associated microbial and phage communities, and their dynamics during the aging of the host.


Subject(s)
Gastrointestinal Microbiome , Probiotics , Animals , Female , Metagenome , Metagenomics , Swine , Weaning
8.
Antibiotics (Basel) ; 9(11)2020 Nov 06.
Article in English | MEDLINE | ID: mdl-33172096

ABSTRACT

Animals, humans and food are all interconnected sources of antimicrobial resistance (AMR), allowing extensive and rapid exchange of AMR bacteria and genes. Whole genome sequencing (WGS) was used to characterize 279 Escherichia coli isolates obtained from animals (livestock, companion animals, wildlife), food and humans in Italy. E. coli predominantly belonged to commensal phylogroups B1 (46.6%) and A (29%) using the original Clermont criteria. One hundred and thirty-six sequence types (STs) were observed, including different pandemic (ST69, ST95, ST131) and emerging (ST10, ST23, ST58, ST117, ST405, ST648) extraintestinal pathogenic Escherichia coli (ExPEC) lineages. Eight antimicrobial resistance genes (ARGs) and five chromosomal mutations conferring resistance to highest priority critically important antimicrobials (HP-CIAs) were identified (qnrS1, qnrB19, mcr-1, blaCTX-M1,15,55, blaCMY-2, gyrA/parC/parE, ampC and pmrB). Twenty-two class 1 integron arrangements in 34 strains were characterized and 11 ARGs were designated as intI1 related gene cassettes (aadA1, aadA2, aadA5, aad23, ant2_Ia, dfrA1, dfrA7, dfrA14, dfrA12, dfrA17, cmlA1). Notably, most intI1 positive strains belonged to rabbit (38%) and poultry (24%) sources. Three rabbit samples carried the mcr-1 colistin resistance gene in association with IS6 family insertion elements. Poultry meat harbored some of the most prominent ExPEC STs, including ST131, ST69, ST10, ST23, and ST117. Wildlife showed a high average number of virulence-associated genes (VAGs) (mean = 10), mostly associated with an ExPEC pathotype and some predominant ExPEC lineages (ST23, ST117, ST648) were identified.

9.
J Econ Entomol ; 113(5): 2495-2504, 2020 10 16.
Article in English | MEDLINE | ID: mdl-32725189

ABSTRACT

Tephritid fruit flies are highly successful invaders and some-such as the Mediterranean fruit fly, Ceratitis capitata (Wiedemann)-are able to adapt to a large range of crops. Biosecurity controls require that shipments of produce are ensured to be pest-free, which is increasingly difficult due to the ban of key pesticides. Instead, stress-based strategies including controlled atmosphere, temperature, and irradiation can be used to eradicate flies inside products. However, unlike pesticide science, we do not yet have a robust scientific approach to measure cost-effectively whether a sufficiently lethal stress has been delivered and understand what this stress does to the biology of the pest. The latter is crucial as it would enable a combination of stresses targeting multiple molecular pathways and thus allow for lower doses of each to achieve higher lethality and reduce the development of resistance. Using heat as an example, this is the first study investigating the molecular stress response to heat in Tephritidae. Using a novel setup delivering measured doses of heat on C. capitata larvae and a high-density 11 timepoint gene expression experiment, we identified key components of lethal heat-stress response. While unraveling the complete molecular mechanism of fruit fly response to lethal stress would be a long-term project, this work curates and develops 31 potential biomarkers to assess whether sufficient lethal stress has been delivered. Further, as these protocols are straightforward and less expensive than other-omic approaches, our studies and approach will assist other researchers working on stress response.


Subject(s)
Ceratitis capitata , Tephritidae , Animals , Hot Temperature , Insect Control , Larva
10.
Biotechniques ; 66(6): 290-294, 2019 06.
Article in English | MEDLINE | ID: mdl-31091999

ABSTRACT

Workflows in NGS facilities require high-standard practices and high-throughput pipelines to process the large number of samples received in a timely manner. Downstream protocols such as NGS library preparation require accurate estimation of nucleic acid concentrations, which can be achieved using fluorescent dye-based nucleic acid measurement. Here, we report a protocol for preparing a 384-well Quant-iT PicoGreen assay. The protocol allows the concentrations of 184 DNA samples to be measured simultaneously in duplicate in only 1 h using an Eppendorf epMotion 5075 liquid handling system. The advantages of this high-throughput approach include a reduction in both reagents (10x less reagents compared to a standard protocol) and time (3 h for 384 samples compared with 3 days).


Subject(s)
DNA/genetics , Gene Library , High-Throughput Nucleotide Sequencing/methods , DNA/analysis , Fluorescent Dyes/analysis , High-Throughput Nucleotide Sequencing/instrumentation , Organic Chemicals/analysis , Workflow
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