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result(s) for
"Jane Hawkey"
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Trycycler: consensus long-read assemblies for bacterial genomes
by
Méric, Guillaume
,
Holt, Kathryn E.
,
Hawkey, Jane
in
Animal Genetics and Genomics
,
automation
,
Bacterial genomics
2021
While long-read sequencing allows for the complete assembly of bacterial genomes, long-read assemblies contain a variety of errors. Here, we present Trycycler, a tool which produces a consensus assembly from multiple input assemblies of the same genome. Benchmarking showed that Trycycler assemblies contained fewer errors than assemblies constructed with a single tool. Post-assembly polishing further reduced errors and Trycycler+polishing assemblies were the most accurate genomes in our study. As Trycycler requires manual intervention, its output is not deterministic. However, we demonstrated that multiple users converge on similar assemblies that are consistently more accurate than those produced by automated assembly tools.
Journal Article
Impact of insertion sequences on convergent evolution of Shigella species
by
Monk, Jonathan M.
,
Holt, Kathryn E.
,
Billman-Jacobe, Helen
in
Biodegradation
,
Bioengineering
,
Biology and Life Sciences
2020
Shigella species are specialised lineages of Escherichia coli that have converged to become human-adapted and cause dysentery by invading human gut epithelial cells. Most studies of Shigella evolution have been restricted to comparisons of single representatives of each species; and population genomic studies of individual Shigella species have focused on genomic variation caused by single nucleotide variants and ignored the contribution of insertion sequences (IS) which are highly prevalent in Shigella genomes. Here, we investigate the distribution and evolutionary dynamics of IS within populations of Shigella dysenteriae Sd1, Shigella sonnei and Shigella flexneri. We find that five IS (IS1, IS2, IS4, IS600 and IS911) have undergone expansion in all Shigella species, creating substantial strain-to-strain variation within each population and contributing to convergent patterns of functional gene loss within and between species. We find that IS expansion and genome degradation are most advanced in S. dysenteriae and least advanced in S. sonnei; and using genome-scale models of metabolism we show that Shigella species display convergent loss of core E. coli metabolic capabilities, with S. sonnei and S. flexneri following a similar trajectory of metabolic streamlining to that of S. dysenteriae. This study highlights the importance of IS to the evolution of Shigella and provides a framework for the investigation of IS dynamics and metabolic reduction in other bacterial species.
Journal Article
Pandora: nucleotide-resolution bacterial pan-genomics with reference graphs
by
Colquhoun, Rachel M.
,
Roberts, Leah W.
,
Letcher, Brice
in
Accessory genome
,
Adaptability
,
Algorithms
2021
We present
pandora
, a novel pan-genome graph structure and algorithms for identifying variants across the full bacterial pan-genome. As much bacterial adaptability hinges on the accessory genome, methods which analyze SNPs in just the core genome have unsatisfactory limitations.
Pandora
approximates a sequenced genome as a recombinant of references, detects novel variation and pan-genotypes multiple samples. Using a reference graph of 578
Escherichia coli
genomes, we compare 20 diverse isolates.
Pandora
recovers more rare SNPs than single-reference-based tools, is significantly better than picking the closest RefSeq reference, and provides a stable framework for analyzing diverse samples without reference bias.
Journal Article
Global population structure and genotyping framework for genomic surveillance of the major dysentery pathogen, Shigella sonnei
2021
Shigella sonnei
is the most common agent of shigellosis in high-income countries, and causes a significant disease burden in low- and middle-income countries. Antimicrobial resistance is increasingly common in all settings. Whole genome sequencing (WGS) is increasingly utilised for
S. sonnei
outbreak investigation and surveillance, but comparison of data between studies and labs is challenging. Here, we present a genomic framework and genotyping scheme for
S. sonnei
to efficiently identify genotype and resistance determinants from WGS data. The scheme is implemented in the software package Mykrobe and tested on thousands of genomes. Applying this approach to analyse >4,000
S. sonnei
isolates sequenced in public health labs in three countries identified several common genotypes associated with increased rates of ciprofloxacin resistance and azithromycin resistance, confirming intercontinental spread of highly-resistant
S. sonnei
clones and demonstrating the genomic framework can facilitate monitoring the spread of resistant clones, including those that have recently emerged, at local and global scales.
Whole genome sequencing is increasingly being adopted for Shigella sonnei outbreak investigation and surveillance, but there is no global classification standard. Here, the authors develop and validate a genomic framework implemented using open-source software, and demonstrate its application using surveillance data.
Journal Article
Epidemiology and genomic analysis of Klebsiella oxytoca from a single hospital network in Australia
by
Stewart, James
,
Jenney, Adam
,
Holt, Kathryn E.
in
Analysis
,
Anti-Bacterial Agents - pharmacology
,
Antibiotics
2022
Background
Infections caused by
Klebsiella oxytoca
are the second most common cause of
Klebsiella
infections in humans. Most studies have focused on
K. oxytoca
outbreaks and few have examined the broader clinical context of
K. oxytoca
.
Methods
Here, we collected all clinical isolates identified as
K. oxytoca
in a hospital microbiological diagnostic lab across a 15-month period (n = 239). Whole genome sequencing was performed on a subset of 92 isolates (all invasive, third-generation cephalosporin resistant (3GCR) and non-urinary isolates collected > 48 h after admission), including long-read sequencing on a further six isolates with extended-spectrum beta-lactamase or carbapenemase genes.
Results
The majority of isolates were sensitive to antimicrobials, however 22 isolates were 3GCR, of which five were also carbapenem resistant. Genomic analyses showed those identified as
K. oxytoca
by the clinical laboratory actually encompassed four distinct species (
K. oxytoca, Klebsiella michiganensis, Klebsiella grimontii
and
Klebsiella pasteurii
), referred to as the
K. oxytoca
species complex (KoSC). There was significant diversity within the population, with only 10/67 multi-locus sequence types (STs) represented by more than one isolate. Strain transmission was rare, with only one likely event identified. Six isolates had extended spectrum beta-lactamase (
bla
SHV−12
and/or
bla
CTX−M−9
) or carbapenemase (
bla
IMP−4
) genes. One pair of
K. michiganensis
and
K. pasteurii
genomes carried identical
bla
IMP−4
IncL/M plasmids, indicative of plasmid transmission.
Conclusion
Whilst antimicrobial resistance was rare, the resistance plasmids were similar to those found in other
Enterobacterales
, demonstrating that KoSC has access to the same plasmid reservoir and thus there is potential for multi-drug resistance. Further genomic studies are required to improve our understanding of the KoSC population and facilitate investigation into the attributes of successful nosocomial isolates.
Journal Article
Genomic dissection of endemic carbapenem resistance reveals metallo-beta-lactamase dissemination through clonal, plasmid and integron transfer
2023
Infections caused by metallo-beta-lactamase-producing organisms (MBLs) are a global health threat. Our understanding of transmission dynamics and how MBLs establish endemicity remains limited. We analysed two decades of
bla
IMP-4
evolution in a hospital using sequence data from 270 clinical and environmental isolates (including 169 completed genomes) and identified the
bla
IMP-4
gene across 7 Gram-negative genera, 68 bacterial strains and 7 distinct plasmid types. We showed how an initial multi-species outbreak of conserved IncC plasmids (95 genomes across 37 strains) allowed endemicity to be established through the ability of
bla
IMP-4
to disseminate in successful strain-genetic setting pairs we termed propagators, in particular
Serratia marcescens
and
Enterobacter hormaechei
. From this reservoir,
bla
IMP-4
persisted through diversification of genetic settings that resulted from transfer of
bla
IMP-4
plasmids between bacterial hosts and of the integron carrying
bla
IMP-4
between plasmids. Our findings provide a framework for understanding endemicity and spread of MBLs and may have broader applicability to other carbapenemase-producing organisms.
Resistance to carbapenems, a class of last-line antibiotics, is a global health threat. This study analysed a two-decade history of carbapenem resistance and identified complex, multi-level (bacterial strain, plasmid, gene) transmission dynamics.
Journal Article
ESBL plasmids in Klebsiella pneumoniae: diversity, transmission and contribution to infection burden in the hospital setting
by
Blakeway, Luke
,
Holt, Kathryn E.
,
Hawkey, Jane
in
Antibiotics
,
Bacterial pneumonia
,
Beta lactamases
2022
Background
Resistance to third-generation cephalosporins, often mediated by extended-spectrum beta-lactamases (ESBLs), is a considerable issue in hospital-associated infections as few drugs remain for treatment. ESBL genes are often located on large plasmids that transfer horizontally between strains and species of Enterobacteriaceae and frequently confer resistance to additional drug classes. Whilst plasmid transmission is recognised to occur in the hospital setting, the frequency and impact of plasmid transmission on infection burden, compared to ESBL + strain transmission, is not well understood.
Methods
We sequenced the genomes of clinical and carriage isolates of
Klebsiella pneumoniae
species complex from a year-long hospital surveillance study to investigate ESBL burden and plasmid transmission in an Australian hospital. Long-term persistence of a key transmitted ESBL + plasmid was investigated via sequencing of ceftriaxone-resistant isolates during 4 years of follow-up, beginning 3 years after the initial study.
Results
We found 25 distinct ESBL plasmids. We identified one plasmid, which we called Plasmid A, that carried
bla
CTX-M-15
in an IncF backbone similar to pKPN-307. Plasmid A was transmitted at least four times into different
Klebsiella
species/lineages and was responsible for half of all ESBL episodes during the initial 1-year study period. Three of the Plasmid A-positive strains persisted locally 3–6 years later, and Plasmid A was detected in two additional strain backgrounds. Overall Plasmid A accounted for 21% of ESBL + infections in the follow-up period.
Conclusions
Here, we systematically surveyed ESBL strain and plasmid transmission over 1 year in a single hospital network. Whilst ESBL plasmid transmission events were rare in this setting, they had a significant and sustained impact on the burden of ceftriaxone-resistant and multidrug-resistant infections. If onward transmission of Plasmid A-carrying strains could have been prevented, this may have reduced the number of opportunities for Plasmid A to transmit and create novel ESBL + strains, as well as reducing overall ESBL infection burden.
Journal Article
A Shigella sonnei clone with extensive drug resistance associated with waterborne outbreaks in China
2022
Antimicrobial resistance of
Shigella sonnei
has become a global concern. Here, we report a phylogenetic group of
S. sonnei
with extensive drug resistance, including a combination of multidrug resistance, coresistance to ceftriaxone and azithromycin (cef
R
azi
R
), reduced susceptibility to fluoroquinolones, and even colistin resistance (col
R
). This distinct clone caused six waterborne shigellosis outbreaks in China from 2015 to 2020. We collect 155 outbreak isolates and 152 sporadic isolates. The cef
R
azi
R
isolates, including outbreak strains, are mainly distributed in a distinct clade located in global Lineage III. The outbreak strains form a recently derived monophyletic group that may have emerged circa 2010. The cef
R
azi
R
and col
R
phenotypes are attributed to the acquisition of different plasmids, particularly the IncB/O/K/Z plasmid coharboring the
bla
CTX-M-14
,
mphA
,
aac(3)-IId
,
dfrA17
,
aadA5
, and
sul1
genes and the IncI2 plasmid with an
mcr-1
gene. Genetic analyses identify 92 accessory genes and 60 single-nucleotide polymorphisms associated with the cef
R
azi
R
phenotype. Surveillance of this clone is required to determine its dissemination and threat to global public health.
Shigella sonnei
is a major contributor to the global burden of dysenteric diarrhoea in developed countries. In this work, authors report a
S. sonnei
clone which has caused numerous waterborne shigellosis outbreaks in China from 2015 to 2020.
Journal Article
Genomic perspective on the bacillus causing paratyphoid B fever
2024
Paratyphoid B fever (PTB) is caused by an invasive lineage (phylogroup 1, PG1) of
Salmonella enterica
serotype Paratyphi B (SPB). However, little was known about the global population structure, geographic distribution, and evolution of this pathogen. Here, we report a whole-genome analysis of 568 historical and contemporary SPB PG1 isolates, obtained globally, between 1898 and 2021. We show that this pathogen existed in the 13th century, subsequently diversifying into 11 lineages and 38 genotypes with strong phylogeographic patterns. Following its discovery in 1896, it circulated across Europe until the 1970s, after which it was mostly reimported into Europe from South America, the Middle East, South Asia, and North Africa. Antimicrobial resistance recently emerged in various genotypes of SPB PG1, mostly through mutations of the quinolone-resistance-determining regions of
gyrA
and
gyrB
. This study provides an unprecedented insight into SPB PG1 and essential genomic tools for identifying and tracking this pathogen, thereby facilitating the global genomic surveillance of PTB.
Hawkey et al. provide insights into the spatio-temporal distribution and genetic diversity of
Salmonella Paratyphi B
— the agent of paratyphoid B fever — and report a genotyping scheme facilitating the international surveillance of this pathogen.
Journal Article
Bactabolize is a tool for high-throughput generation of bacterial strain-specific metabolic models
2023
Metabolic capacity can vary substantially within a bacterial species, leading to ecological niche separation, as well as differences in virulence and antimicrobial susceptibility. Genome-scale metabolic models are useful tools for studying the metabolic potential of individuals, and with the rapid expansion of genomic sequencing there is a wealth of data that can be leveraged for comparative analysis. However, there exist few tools to construct strain-specific metabolic models at scale. Here, we describe Bactabolize , a reference-based tool which rapidly produces strain-specific metabolic models and growth phenotype predictions. We describe a pan reference model for the priority antimicrobial-resistant pathogen, Klebsiella pneumoniae , and a quality control framework for using draft genome assemblies as input for Bactabolize. The Bactabolize-derived model for K. pneumoniae reference strain KPPR1 performed comparatively or better than currently available automated approaches CarveMe and gapseq across 507 substrate and 2317 knockout mutant growth predictions. Novel draft genomes passing our systematically defined quality control criteria resulted in models with a high degree of completeness (≥99% genes and reactions captured compared to models derived from matched complete genomes) and high accuracy (mean 0.97, n=10). We anticipate the tools and framework described herein will facilitate large-scale metabolic modelling analyses that broaden our understanding of diversity within bacterial species and inform novel control strategies for priority pathogens.
Journal Article