Identifying novel β-lactamase substrate activity through in silico prediction of antimicrobial resistance

Diagnosing antimicrobial resistance (AMR) in the clinic is based on empirical evidence and current gold standard laboratory phenotypic methods. Genotypic methods have the potential advantages of being faster and cheaper, and having improved mechanistic resolution over phenotypic methods. We generated and applied rule-based and logistic regression models to predict the AMR phenotype from Escherichia coli and Pseudomonas aeruginosa multidrug-resistant clinical isolate genomes. By inspecting and evaluating these models, we identified previously unknown β-lactamase substrate activities. In total, 22 unknown β-lactamase substrate activities were experimentally validated using targeted gene expression studies. Our results demonstrate that generating and analysing predictive models can help guide researchers to the mechanisms driving resistance and improve annotation of AMR genes and phenotypic prediction, and suggest that we cannot solely rely on curated knowledge to predict resistance phenotypes.

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Comparative study of multidrug-resistant Enterococcus faecium obtained from different hosts

Journal of Medical Microbiology ◽

10.1099/jmm.0.001340 ◽

2021 ◽

Author(s):

Aleksandra Trościańczyk ◽

Aneta Nowakiewicz ◽

Sebastian Gnat ◽

Dominik Łagowski ◽

Marcelina Osińska ◽

...

Keyword(s):

Antimicrobial Resistance ◽

Resistance Genes ◽

Host Species ◽

Enterococcus Faecium ◽

Type Species ◽

Animal Species ◽

Multidrug Resistant ◽

Content Type ◽

Link Type ◽

High Level

Introduction. The possible transfer of antimicrobial resistance genes between Enterococcus faecium isolates from humans and different animal species, including those not covered by monitoring programs (e.g. pet and wildlife), poses a serious threat to public health. Hypothesis/Gap Statement. Little is known about occurrence and mechanisms of phenomenon of multidrug resistance of E. faecium isolated from various host species in Poland. Aim. The aim of the study was to characterize multidrug-resistant E. faecium isolated from humans and animals (livestock, pets and wildlife) in terms of the occurrence of genetic markers determining resistance. Methodology. Bacterial isolates were tested for phenotypic resistance and the presence of genes encoding resistance to macrolides, tetracycline, aminoglycosides, aminocyclitols and phenicols as well as efflux pump (emeA), resolvase (tndX) and integrase (Int-Tn) genes. The quinolone resistance-determining regions of gyrA and parC were sequenced. Results. Human isolates of E. faecium were characterized by high-level resistance to: ciprofloxacin, enrofloxacin, erythromycin (100 %), as well, as aminoglycosides resistance (kanamycin – 100%, streptomycin – 78 %, gentamicin – 78%). Regardless of the animal species, high level of resistance of E. faecium to tetracycline (from 88–100 %), erythromycin (from 82–94 %) and kanamycin (from 36–100 %) was observed. All E. faecium isolates from wildlife were resistant to fluoroquinolones. However, full susceptibility to vancomycin was observed in all isolates tested. Phenotypic antimicrobial resistance of E. faecium was identified in the presence of the following resistance genes: erm(B) (70%), msr(A) (50 %), tet(L) (35 %), tet(K) (34 %), tet(M) (76 %), aac(6’)-Ie-aph(2″)-Ia (25%), ant(6)-Ia (31%), aph(3)-IIIa (68 %), (tndX) (23 %), and integrase gene (Int-Tn) (34 %). A correlation between an amino acid substitution at positions 83 and 87 of gyrA and position 80 of parC and the high-level fluoroquinolone resistance in E. faecium has been observed as well. Conclusion. The level and range of antimicrobial resistance and the panel of resistance determinants is comparable between E. faecium isolates, despite host species.

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Antimicrobial resistance profiles and genetic basis of resistance among non-fastidious Gram-negative bacteria recovered from ready-to-eat foods in Kibera informal housing in Nairobi, Kenya

Access Microbiology ◽

10.1099/acmi.0.000236 ◽

2021 ◽

Vol 3 (6) ◽

Author(s):

John Maina ◽

Perpetual Ndung’u ◽

Anne Muigai ◽

John Kiiru

Keyword(s):

Antimicrobial Resistance ◽

Type Species ◽

Multidrug Resistant ◽

Essential Elements ◽

Enterobacter Agglomerans ◽

Cross Sectional ◽

Content Type ◽

Link Type ◽

Antimicrobial Resistance Genes ◽

Contamination Levels

Objective. This cross-sectional study conducted in Kibera, Kenya, sought to gain insights on relative microbial contamination levels of popular unprocessed food types, determine antimicrobial resistance (AMR) burden and the carriage of integrons that are essential elements for spreading antimicrobial resistance genes (ARG). Foods analysed consisted of cooked vegetables (kale, cabbage, and nightshades), boiled cereal foods (beans, rice, and Githeri, which is a mixture of beans and maize), meat, Omena fish (fried silver cyprinids), and Ugali (a product of simmered maize flour in boiled water). Results. The analysis detected contamination levels exceeding 2×104 c.f.u. ml−1 in 106 (38 %) of the 281 ready-to-eat foods analysed. The majority of food types had microbial contaminations of between 4.0×104 and 2.3×106 c.f.u. ml−1. Kale was the most contaminated with a mean of 2.3×106 c.f.u. ml−1, while Omena was the least contaminated with 4.0×104 c.f.u. ml−1. Foods sold close to open sewage and refuse sites were more contaminated than those sold in relatively ‘cleaner’ settings (P <0.0001, O.R 0.1162, C.I 0.1162–0.120). A total of 405 bacterial isolates were recovered and included; Klebsiella spp 116 (29 %), Escherichia coli 104 (26 %), Enterobacter agglomerans 88 (22 %), Proteus mirabilis 30 (7 %), Salmonella spp 28 (7 %), Citrobacter freundii 27 (7 %) and Serratia marcescens 12 (3 %). Imipenem (IPM, 100 %) was the most effective antimicrobial agent, followed by cefepime (98 %). Ampicillin (AMP, 33 %), trimethoprim (TMP, 27 %), and sulfamethoxazole (SMX, 23 %) on the other hand, were the least effective antimicrobials. The analysis also found ten isolates (2 %) that had co-resistance to third-generation cephalosporins, fluoroquinolone (CIP), quinolones (NAL) and aminoglycosides (GEN); hereby we refer to this phenotype as the βFQA. The prevalence of multidrug-resistant (MDR) strains was 23 % (93), while that of extended-spectrum β-lactamases (ESBL) producing strains was 4 % (17). The bla TEM was the most prevalent (55 %) β-lactamase (bla) gene among the screened 93 MDR-strains. Carriage of class one integrons (intI1) was more common (23 %) than intl2 (3 %) among these MDR-strains. Bacterial diversity analysis using the GTG5-PCR found no significant clusters for analysed E. coli and K. pneumoniae, suggesting recovered isolates were genetically diverse and not due to non-clonal expansion. The findings of this study are an indication that contaminated foods can be a reservoir for enteric pathogens and a source of AMR strains.

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Population genetic structure, serotype distribution and antibiotic resistance of Streptococcus pneumoniae causing invasive disease in children in Argentina

Microbial Genomics ◽

10.1099/mgen.0.000636 ◽

2021 ◽

Vol 7 (9) ◽

Author(s):

Paula Gagetti ◽

Stephanie W. Lo ◽

Paulina A. Hawkins ◽

Rebecca A. Gladstone ◽

Mabel Regueira ◽

...

Keyword(s):

Streptococcus Pneumoniae ◽

Antimicrobial Resistance ◽

Type Species ◽

Invasive Disease ◽

Multidrug Resistant ◽

Childhood Immunization ◽

Content Type ◽

Sequencing Project ◽

Link Type ◽

Immunization Programme

Invasive disease caused by Streptococcus pneumoniae (IPD) is one of the leading causes of morbidity and mortality in young children worldwide. In Argentina, PCV13 was introduced into the childhood immunization programme nationwide in 2012 and PCV7 was available from 2000, but only in the private market. Since 1993 the National IPD Surveillance Programme, consisting of 150 hospitals, has conducted nationwide pneumococcal surveillance in Argentina in children under 6 years of age, as part of the SIREVA II-OPS network. A total of 1713 pneumococcal isolates characterized by serotype (Quellung) and antimicrobial resistance (agar dilution) to ten antibiotics, belonging to three study periods: pre-PCV7 era 1998–1999 (pre-PCV), before the introduction of PCV13 2010–2011 (PCV7) and after the introduction of PCV13 2012–2013 (PCV13), were available for inclusion. Fifty-four serotypes were identified in the entire collection and serotypes 14, 5 and 1 represented 50 % of the isolates. Resistance to penicillin was 34.9 %, cefotaxime 10.6 %, meropenem 4.9 %, cotrimoxazole 45 %, erythromycin 21.5 %, tetracycline 15.4 % and chloramphenicol 0.4 %. All the isolates were susceptible to levofloxacin, rifampin and vancomycin. Of 1713 isolates, 1061 (61.9 %) were non-susceptible to at least one antibiotic and 235(13.7 %) were multidrug resistant. A subset of 413 isolates was randomly selected and whole-genome sequenced as part of Global Pneumococcal Sequencing Project (GPS). The genome data was used to investigate the population structure of S. pneumoniae defining pneumococcal lineages using Global Pneumococcal Sequence Clusters (GPSCs), sequence types (STs) and clonal complexes (CCs), prevalent serotypes and their associated pneumococcal lineages and genomic inference of antimicrobial resistance. The collection showed a great diversity of strains. Among the 413 isolates, 73 known and 36 new STs were identified belonging to 38 CCs and 25 singletons, grouped into 52 GPSCs. Important changes were observed among vaccine types when pre-PCV and PCV13 periods were compared; a significant decrease in serotypes 14, 6B and 19F and a significant increase in 7F and 3. Among non-PCV13 types, serogroup 24 increased from 0 % in pre-PCV to 3.2 % in the PCV13 period. Our analysis showed that 66.1 % (273/413) of the isolates were predicted to be non-susceptible to at least one antibiotic and 11.9 % (49/413) were multidrug resistant. We found an agreement of 100 % when comparing the serotype determined by Quellung and WGS-based serotyping and 98.4 % of agreement in antimicrobial resistance. Continued surveillance of the pneumococcal population is needed to reveal the dynamics of pneumococcal isolates in Argentina in post-PCV13. This article contains data hosted by Microreact.

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A species-wide genetic atlas of antimicrobial resistance in Clostridioides difficile

Microbial Genomics ◽

10.1099/mgen.0.000696 ◽

2021 ◽

Vol 7 (11) ◽

Author(s):

Korakrit Imwattana ◽

César Rodríguez ◽

Thomas V. Riley ◽

Daniel R. Knight

Keyword(s):

Antimicrobial Resistance ◽

Type Species ◽

Strong Association ◽

Tetracycline Resistance ◽

Multidrug Resistant ◽

Fluoroquinolone Resistance ◽

Content Type ◽

Link Type ◽

Clostridioides Difficile ◽

Geographical Regions

Antimicrobial resistance (AMR) plays an important role in the pathogenesis and spread of Clostridioides difficile infection (CDI), the leading healthcare-related gastrointestinal infection in the world. An association between AMR and CDI outbreaks is well documented, however, data is limited to a few ‘epidemic’ strains in specific geographical regions. Here, through detailed analysis of 10 330 publicly-available C. difficile genomes from strains isolated worldwide (spanning 270 multilocus sequence types (STs) across all known evolutionary clades), this study provides the first species-wide snapshot of AMR genomic epidemiology in C. difficile . Of the 10 330 C . difficile genomes, 4532 (43.9 %) in 89 STs across clades 1–5 carried at least one genotypic AMR determinant, with 901 genomes (8.7 %) carrying AMR determinants for three or more antimicrobial classes (multidrug-resistant, MDR). No AMR genotype was identified in any strains belonging to the cryptic clades. C. difficile from Australia/New Zealand had the lowest AMR prevalence compared to strains from Asia, Europe and North America (P<0.0001). Based on the phylogenetic clade, AMR prevalence was higher in clades 2 (84.3 %), 4 (81.5 %) and 5 (64.8 %) compared to other clades (collectively 26.9 %) (P<0.0001). MDR prevalence was highest in clade 4 (61.6 %) which was over three times higher than in clade 2, the clade with the second-highest MDR prevalence (18.3 %). There was a strong association between specific AMR determinants and three major epidemic C. difficile STs: ST1 (clade 2) with fluoroquinolone resistance (mainly T82I substitution in GyrA) (P<0.0001), ST11 (clade 5) with tetracycline resistance (various tet-family genes) (P<0.0001) and ST37 (clade 4) with macrolide-lincosamide-streptogramin B (MLSB) resistance (mainly ermB) (P<0.0001) and MDR (P<0.0001). A novel and previously overlooked tetM-positive transposon designated Tn6944 was identified, predominantly among clade 2 strains. This study provides a comprehensive review of AMR in the global C. difficile population which may aid in the early detection of drug-resistant C. difficile strains, and prevention of their dissemination worldwide.

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Antimicrobial resistance genes and genetic characteristics of multidrug-resistant Escherichia coli in a veterinary hospital in Taiwan

Journal of Medical Microbiology ◽

10.1099/jmm.0.001453 ◽

2021 ◽

Vol 70 (11) ◽

Author(s):

Lii-Tzu Wu ◽

Xin-Xia Wu ◽

Se-Chin Ke ◽

Yi-Pei Lin ◽

Ying-Chen Wu ◽

...

Keyword(s):

Escherichia Coli ◽

Antimicrobial Resistance ◽

Resistance Genes ◽

Type Species ◽

Multidrug Resistant ◽

Content Type ◽

E Coli ◽

Link Type ◽

Antimicrobial Resistance Genes ◽

Veterinary Hospital

Introduction. Antimicrobial resistance associated with animal hosts is easily transmitted to humans either by direct contact with resistant organisms or by transferring resistance genes into human pathogens. Gap statement. There are limited studies on antimicrobial resistance genes and genetic elements of multidrug-resistant (MDR) Escherichia coli in veterinary hospitals in Taiwan. Aim. The aim of this study was to investigate antimicrobial resistance genes in multidrug-resistant Escherichia coli from animals. Methodology. Between January 2014 and August 2015, 95 multidrug-resistant Escherichia coli isolates were obtained from pigs (n=66), avians (n=18), and other animals (n=11) in a veterinary hospital in Taiwan. Susceptibility testing to 24 antimicrobial agents of 14 antimicrobial classes was performed. Antimicrobial resistance genes, integrons, and insertion sequences were analysed by polymerase chain reaction and nucleotide sequencing. Pulsed-field gel electrophoresis (PFGE), and multi-locus sequence typing were used to explore the clonal relatedness of the study isolates. Results. Different antimicrobial resistance genes found in these isolates were associated with resistance to β-lactams, tetracycline, phenicols, sulfonamides, and aminoglycosides. Fifty-five of 95 E. coli isolates (55/95, 57.9 %) were not susceptible to extended-spectrum cephalosporins, and bla CTX-M-55 (11/55, 20.0 %) and bla CMY-2 (40/55, 72.7 %) were the most common extended-spectrum β-lactamase (ESBL) and AmpC genes, respectively. Both bla CTX-M and bla CMY-2 were present on conjugative plasmids that contained the insertion sequence ISEcp1 upstream of the bla genes. Plasmid-mediated FOX-3 β-lactamase-producing E. coli was first identified in Taiwan. Forty isolates (40/95, 42 %) with class 1 integrons showed seven resistance phenotypes. Genotyping of 95 E. coli isolates revealed 91 different XbaI pulsotypes and 52 different sequence types. PFGE analysis revealed no clonal outbreaks in our study isolates. Conclusion. This study showed a high diversity of antimicrobial resistance genes and genotypes among MDR E. coli isolated from diseased livestock in Taiwan. To our knowledge, this is the first report of plasmid-mediated ESBL in FOX-3 β-lactamase-producing E. coli isolates in Taiwan. MDR E. coli isolates from animal origins may contaminate the environment, resulting in public health concerns, indicating that MDR isolates from animals need to be continuously investigated.

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Cell-free supernatants produced by lactic acid bacteria reduce Salmonella population in vitro

Microbiology ◽

10.1099/mic.0.001102 ◽

2021 ◽

Vol 167 (11) ◽

Author(s):

Alberto Gonçalves Evangelista ◽

Jessica Audrey Feijó Corrêa ◽

João Vitor Garcia dos Santos ◽

Eduardo Henrique Custódio Matté ◽

Mônica Moura Milek ◽

...

Keyword(s):

Antimicrobial Activity ◽

Lactic Acid ◽

Antimicrobial Resistance ◽

Lactic Acid Bacteria ◽

Type Species ◽

Feed Additives ◽

Poultry Feed ◽

Content Type ◽

Link Type

The genus Salmonella is closely associated with foodborne outbreaks and animal diseases, and reports of antimicrobial resistance in Salmonella species are frequent. Several alternatives have been developed to control this pathogen, such as cell-free supernatants (CFS). Our objective here was to evaluate the use of lactic acid bacteria (LAB) CFS against Salmonella in vitro. Seventeen strains of LAB were used to produce CFS, and their antimicrobial activity was screened towards six strains of Salmonella . In addition, CFS were also pH-neutralized and/or boiled. Those with the best results were lyophilized. MICs of lyophilized CFS were 11.25–22.5 g l–1. Freeze-dried CFS were also used to supplement swine and poultry feed (11.25 g kg–1) and in vitro simulated digestion of both species was performed, with Salmonella contamination of 5×106 and 2×105 c.f.u. g−1 of swine and poultry feed, respectively. In the antimicrobial screening, all acidic CFS were able to inhibit the growth of Salmonella . After pH neutralization, Lactobacillus acidophilus Llorente, Limosilactobacillus fermentum CCT 1629, Lactiplantibacillus plantarum PUCPR44, Limosilactobacillus reuteri BioGaia, Lacticaseibacillus rhamnosus ATCC 7469 and Pediococcus pentosaceus UM116 CFS were the only strains that partially maintained their antimicrobial activity and, therefore, were chosen for lyophilization. In the simulated swine digestion, Salmonella counts were reduced ≥1.78 log c.f.u. g–1 in the digesta containing either of the CFS. In the chicken simulation, a significant reduction was obtained with all CFS used (average reduction of 0.59±0.01 log c.f.u. ml–1). In general, the lyophilized CFS of L. fermentum CCT 1629, L. rhamnosus ATCC 7469 and L. acidophilus Llorente presented better antimicrobial activity. In conclusion, CFS show potential as feed additives to control Salmonella in animal production and may be an alternative to the use of antibiotics, minimizing problems related to antimicrobial resistance.

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Genomic evolution and local epidemiology of Klebsiella pneumoniae from a major hospital in Beijing, China, over a 15 year period: dissemination of known and novel high-risk clones

Microbial Genomics ◽

10.1099/mgen.0.000520 ◽

2021 ◽

Author(s):

Mattia Palmieri ◽

Kelly L. Wyres ◽

Caroline Mirande ◽

Zhao Qiang ◽

Ye Liyan ◽

...

Keyword(s):

High Risk ◽

Klebsiella Pneumoniae ◽

Type Species ◽

Treatment Options ◽

Multidrug Resistant ◽

Virulence Plasmid ◽

Content Type ◽

Origin And Evolution ◽

Link Type ◽

Beijing China

Klebsiella pneumoniae is a frequent cause of nosocomial and severe community-acquired infections. Multidrug-resistant (MDR) and hypervirulent (hv) strains represent major threats, and tracking their emergence, evolution and the emerging convergence of MDR and hv traits is of major importance. We employed whole-genome sequencing (WGS) to study the evolution and epidemiology of a large longitudinal collection of clinical K. pneumoniae isolates from the H301 hospital in Beijing, China. Overall, the population was highly diverse, although some clones were predominant. Strains belonging to clonal group (CG) 258 were dominant, and represented the majority of carbapenemase-producers. While CG258 strains showed high diversity, one clone, ST11-KL47, represented the majority of isolates, and was highly associated with the KPC-2 carbapenemase and several virulence factors, including a virulence plasmid. The second dominant clone was CG23, which is the major hv clone globally. While it is usually susceptible to multiple antibiotics, we found some isolates harbouring MDR plasmids encoding for ESBLs and carbapenemases. We also reported the local emergence of a recently described high-risk clone, ST383. Conversely to strains belonging to CG258, which are usually associated to KPC-2, ST383 strains seem to readily acquire carbapenemases of different types. Moreover, we found several ST383 strains carrying the hypervirulence plasmid. Overall, we detected about 5 % of simultaneous carriage of AMR genes (ESBLs or carbapenemases) and hypervirulence genes. Tracking the emergence and evolution of such strains, causing severe infections with limited treatment options, is fundamental in order to understand their origin and evolution and to limit their spread. This article contains data hosted by Microreact.

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Comparative genomics of Staphylococcus epidermidis from prosthetic-joint infections and nares highlights genetic traits associated with antimicrobial resistance, not virulence

Microbial Genomics ◽

10.1099/mgen.0.000504 ◽

2021 ◽

Cited By ~ 1

Author(s):

Emeli Månsson ◽

Thor Bech Johannesen ◽

Åsa Nilsdotter-Augustinsson ◽

Bo Söderquist ◽

Marc Stegger

Keyword(s):

Population Structure ◽

Antimicrobial Resistance ◽

Staphylococcus Epidermidis ◽

Type Species ◽

Genetic Traits ◽

Content Type ◽

Link Type ◽

Joint Infections ◽

Prosthetic Joint ◽

Prosthetic Joint Infections

There is increased awareness of the worldwide spread of specific epidemic multidrug-resistant (MDR) lineages of the human commensal Staphylococcus epidermidis . Here, using bioinformatic analyses accounting for population structure, we determined genomic traits (genes, SNPs and k-mers) that distinguish S. epidermidis causing prosthetic-joint infections (PJIs) from commensal isolates from nares, by analysing whole-genome sequencing data from S. epidermidis from PJIs prospectively collected over 10 years in Sweden, and contemporary S. epidermidis from the nares of patients scheduled for arthroplasty surgery. Previously suggested virulence determinants and the presence of genes and mutations linked to antimicrobial resistance (AMR) were also investigated. Publicly available S. epidermidis sequences were used for international extrapolation and validation of findings. Our data show that S. epidermidis causing PJIs differed from nasal isolates not by virulence but by traits associated with resistance to compounds used in prevention of PJIs: β-lactams, aminoglycosides and chlorhexidine. Almost a quarter of the PJI isolates did not belong to any of the previously described major nosocomial lineages, but the AMR-related traits were also over-represented in these isolates, as well as in international S. epidermidis isolates originating from PJIs. Genes previously associated with virulence in S. epidermidis were over-represented in individual lineages, but failed to reach statistical significance when adjusted for population structure. Our findings suggest that the current strategies for prevention of PJIs select for nosocomial MDR S. epidermidis lineages that have arisen from horizontal gene transfer of AMR-related traits into multiple genetic backgrounds.

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Emergence of mgrB locus deletion mediating polymyxin resistance in pandemic KPC-producing Klebsiella pneumoniae ST15 lineage

Journal of Medical Microbiology ◽

10.1099/jmm.0.001309 ◽

2021 ◽

Author(s):

Luís Guilherme de Araújo Longo ◽

Herrison Fontana ◽

Viviane Santos de Sousa ◽

Natalia Chilinque Zambão da Silva ◽

Ianick Souto Martins ◽

...

Keyword(s):

Antimicrobial Resistance ◽

Klebsiella Pneumoniae ◽

Type Species ◽

Virulence Genes ◽

Health Concern ◽

Beta Lactamase ◽

Content Type ◽

Link Type ◽

Antimicrobial Resistance Genes ◽

Encoding Gene

Klebsiella pneumoniae causes a diversity of infections in both healthcare and community settings. This pathogen is showing an increased ability to accumulate antimicrobial resistance and virulence genes, making it a public health concern. Here we describe the whole-genome sequence characteristics of an ST15 colistin-resistant K. pneumoniae isolate obtained from a blood culture of a 79-year-old female patient admitted to a university hospital in Brazil. Kp14U04 was resistant to most clinically useful antimicrobial agents, remaining susceptible only to aminoglycosides and fosfomycin. The colistin resistance in this isolate was due to a ~1.3 kb deletion containing four genes, namely mgrB, yebO, yobH and the transcriptional regulator kdgR. The study isolate presented a variety of antimicrobial resistance genes, including the carbapenemase-encoding gene bla KPC-2, the extended-spectrum beta-lactamase (ESBL)-encoding gene bla SHV-28 and the beta-lactamase-encoding gene bla OXA-1. Additionally, Kp14U04 harboured a multiple stress resistance protein, efflux systems and regulators, heavy metal resistance and virulence genes, plasmids, prophage-related sequences and genomic islands. These features revealed the high potential of this isolate to resist antimicrobial therapy, survive in adverse environments, cause infections and overcome host defence mechanisms.

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Evaluation of WGS performance for bacterial pathogen characterization with the Illumina technology optimized for time-critical situations

Microbial Genomics ◽

10.1099/mgen.0.000699 ◽

2021 ◽

Vol 7 (11) ◽

Author(s):

Bert Bogaerts ◽

Raf Winand ◽

Julien Van Braekel ◽

Stefan Hoffman ◽

Nancy H. C. Roosens ◽

...

Keyword(s):

Antimicrobial Resistance ◽

Type Species ◽

Bacterial Pathogen ◽

Read Length ◽

Time Data ◽

Content Type ◽

Emergency Situations ◽

Link Type ◽

Pathogen Characterization ◽

Time Critical

Whole genome sequencing (WGS) has become the reference standard for bacterial outbreak investigation and pathogen typing, providing a resolution unattainable with conventional molecular methods. Data generated with Illumina sequencers can however only be analysed after the sequencing run has finished, thereby losing valuable time during emergency situations. We evaluated both the effect of decreasing overall run time, and also a protocol to transfer and convert intermediary files generated by Illumina sequencers enabling real-time data analysis for multiple samples part of the same ongoing sequencing run, as soon as the forward reads have been sequenced. To facilitate implementation for laboratories operating under strict quality systems, extensive validation of several bioinformatics assays (16S rRNA species confirmation, gene detection against virulence factor and antimicrobial resistance databases, SNP-based antimicrobial resistance detection, serotype determination, and core genome multilocus sequence typing) for three bacterial pathogens ( Mycobacterium tuberculosis , Neisseria meningitidis , and Shiga-toxin producing Escherichia coli ) was performed by evaluating performance in function of the two most critical sequencing parameters, i.e. read length and coverage. For the majority of evaluated bioinformatics assays, actionable results could be obtained between 14 and 22 h of sequencing, decreasing the overall sequencing-to-results time by more than half. This study aids in reducing the turn-around time of WGS analysis by facilitating a faster response in time-critical scenarios and provides recommendations for time-optimized WGS with respect to required read length and coverage to achieve a minimum level of performance for the considered bioinformatics assay(s), which can also be used to maximize the cost-effectiveness of routine surveillance sequencing when response time is not essential.

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