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1.
PLoS Pathog ; 20(8): e1012400, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39133742

ABSTRACT

Group B Streptococcus (GBS) is a major human and animal pathogen that threatens public health and food security. Spill-over and spill-back between host species is possible due to adaptation and amplification of GBS in new niches but the evolutionary and functional mechanisms underpinning those phenomena are poorly known. Based on analysis of 1,254 curated genomes from all major GBS host species and six continents, we found that the global GBS population comprises host-generalist, host-adapted and host-restricted sublineages, which are found across host groups, preferentially within one host group, or exclusively within one host group, respectively, and show distinct levels of recombination. Strikingly, the association of GBS genomes with the three major host groups (humans, cattle, fish) is driven by a single accessory gene cluster per host, regardless of sublineage or the breadth of host spectrum. Moreover, those gene clusters are shared with other streptococcal species occupying the same niche and are functionally relevant for host tropism. Our findings demonstrate (1) the heterogeneity of genome plasticity within a bacterial species of public health importance, enabling the identification of high-risk clones; (2) the contribution of inter-species gene transmission to the evolution of GBS; and (3) the importance of considering the role of animal hosts, and the accessory gene pool associated with their microbiota, in the evolution of multi-host bacterial pathogens. Collectively, these phenomena may explain the adaptation and clonal expansion of GBS in animal reservoirs and the risk of spill-over and spill-back between animals and humans.


Subject(s)
Genome, Bacterial , Streptococcal Infections , Streptococcus agalactiae , Streptococcus agalactiae/genetics , Streptococcus agalactiae/pathogenicity , Streptococcal Infections/microbiology , Streptococcal Infections/genetics , Animals , Humans , Cattle , Host Specificity/genetics , Genomics , Fishes/microbiology , Phylogeny
3.
BMC Infect Dis ; 21(1): 348, 2021 Apr 13.
Article in English | MEDLINE | ID: mdl-33849482

ABSTRACT

BACKGROUND: Staphylococcus aureus has been associated with the exacerbation and severity of atopic dermatitis (AD). Studies have not investigated the colonisation dynamics of S. aureus lineages in African toddlers with AD. We determined the prevalence and population structure of S. aureus in toddlers with and without AD from rural and urban South African settings. METHODS: We conducted a study of AD-affected and non-atopic AmaXhosa toddlers from rural Umtata and urban Cape Town, South Africa. S. aureus was screened from skin and nasal specimens using established microbiological methods and clonal lineages were determined by spa typing. Logistic regression analyses were employed to assess risk factors associated with S. aureus colonisation. RESULTS: S. aureus colonisation was higher in cases compared to controls independent of geographic location (54% vs. 13%, p < 0.001 and 70% vs. 35%, p = 0.005 in Umtata [rural] and Cape Town [urban], respectively). Severe AD was associated with higher colonisation compared with moderate AD (86% vs. 52%, p = 0.015) among urban cases. Having AD was associated with colonisation in both rural (odds ratio [OR] 7.54, 95% CI 2.92-19.47) and urban (OR 4.2, 95% CI 1.57-11.2) toddlers. In rural toddlers, living in an electrified house that uses gas (OR 4.08, 95% CI 1.59-10.44) or utilises kerosene and paraffin (OR 2.88, 95% CI 1.22-6.77) for heating and cooking were associated with increased S. aureus colonisation. However, exposure to farm animals (OR 0.3, 95% CI 0.11-0.83) as well as living in a house that uses wood and coal (OR 0.14, 95% CI 0.04-0.49) or outdoor fire (OR 0.31, 95% CI 0.13-0.73) were protective. Spa types t174 and t1476, and t272 and t1476 were dominant among urban and rural cases, respectively, but no main spa type was observed among controls, independent of geographic location. In urban cases, spa type t002 and t442 isolates were only identified in severe AD, t174 was more frequent in moderate AD, and t1476 in severe AD. CONCLUSION: The strain genotype of S. aureus differed by AD phenotypes and rural-urban settings. Continued surveillance of colonising S. aureus lineages is key in understanding alterations in skin microbial composition associated with AD pathogenesis and exacerbation.


Subject(s)
Dermatitis, Atopic/pathology , Staphylococcal Infections/diagnosis , Staphylococcus aureus/isolation & purification , Child, Preschool , Cross-Sectional Studies , Dermatitis, Atopic/complications , Female , Genotype , Humans , Infant , Logistic Models , Male , Risk Factors , Rural Population , Severity of Illness Index , Skin/microbiology , South Africa/epidemiology , Staphylococcal Infections/complications , Staphylococcal Infections/epidemiology , Staphylococcal Infections/microbiology , Staphylococcus aureus/genetics , Urban Population
4.
Clin Infect Dis ; 70(2): 219-226, 2020 01 02.
Article in English | MEDLINE | ID: mdl-30840764

ABSTRACT

BACKGROUND: Klebsiella pneumoniae is a human, animal, and environmental commensal and a leading cause of nosocomial infections, which are often caused by multiresistant strains. We evaluate putative sources of K. pneumoniae that are carried by and infect hospital patients. METHODS: We conducted a 6-month survey on 2 hematology wards at Addenbrooke's Hospital, Cambridge, United Kingdom, in 2015 to isolate K. pneumoniae from stool, blood, and the environment. We conducted cross-sectional surveys of K. pneumoniae from 29 livestock farms, 97 meat products, the hospital sewer, and 20 municipal wastewater treatment plants in the East of England between 2014 and 2015. Isolates were sequenced and their genomes compared. RESULTS: Klebsiella pneumoniae was isolated from stool of 17/149 (11%) patients and 18/922 swabs of their environment, together with 1 bloodstream infection during the study and 4 others over a 24-month period. Each patient carried 1 or more lineages that was unique to them, but 2 broad environmental contamination events and patient-environment transmission were identified. Klebsiella pneumoniae was isolated from cattle, poultry, hospital sewage, and 12/20 wastewater treatment plants. There was low genetic relatedness between isolates from patients/their hospital environment vs isolates from elsewhere. Identical genes encoding cephalosporin resistance were carried by isolates from humans/environment and elsewhere but were carried on different plasmids. CONCLUSION: We identified no patient-to-patient transmission and no evidence for livestock as a source of K. pneumoniae infecting humans. However, our findings reaffirm the importance of the hospital environment as a source of K. pneumoniae associated with serious human infection.


Subject(s)
Cross Infection , Klebsiella Infections , One Health , Animals , Anti-Bacterial Agents/therapeutic use , Cattle , Cross Infection/drug therapy , Cross Infection/epidemiology , Cross-Sectional Studies , England/epidemiology , Humans , Klebsiella Infections/drug therapy , Klebsiella Infections/epidemiology , Klebsiella pneumoniae/genetics , Microbial Sensitivity Tests , United Kingdom , beta-Lactamases
5.
J Antimicrob Chemother ; 74(3): 561-570, 2019 03 01.
Article in English | MEDLINE | ID: mdl-30629197

ABSTRACT

OBJECTIVES: To investigate the risk of colonization with ESBL-producing Escherichia coli (ESBL-Ec) in humans in Vietnam associated with non-intensive chicken farming. METHODS: Faecal samples from 204 randomly selected farmers and their chickens, and from 306 age- and sex-matched community-based individuals who did not raise poultry were collected. Antimicrobial usage in chickens and humans was assessed by medicine cabinet surveys. WGS was employed to obtain a high-resolution genomic comparison between ESBL-Ec isolated from humans and chickens. RESULTS: The adjusted prevalence of ESBL-Ec colonization was 20.0% (95% CI 10.8%-29.1%) and 35.2% (95% CI 30.4%-40.1%) in chicken farms and humans in Vietnam, respectively. Colonization with ESBL-Ec in humans was associated with antimicrobial usage (OR = 2.52, 95% CI = 1.08-5.87) but not with involvement in chicken farming. blaCTX-M-55 was the most common ESBL-encoding gene in strains isolated from chickens (74.4%) compared with blaCTX-M-27 in human strains (47.0%). In 3 of 204 (1.5%) of the farms, identical ESBL genes were detected in ESBL-Ec isolated from farmers and their chickens. Genomic similarity indicating recent sharing of ESBL-Ec between chickens and farmers was found in only one of these farms. CONCLUSIONS: The integration of epidemiological and genomic data in this study has demonstrated a limited contribution of non-intensive chicken farming to ESBL-Ec colonization in humans in Vietnam and further emphasizes the importance of reducing antimicrobial usage in both human and animal host reservoirs.


Subject(s)
Carrier State/microbiology , Chickens/microbiology , Escherichia coli Infections/transmission , Escherichia coli/classification , Feces/microbiology , Zoonoses/transmission , beta-Lactamases/metabolism , Adult , Animal Husbandry , Animals , Escherichia coli/enzymology , Escherichia coli/isolation & purification , Escherichia coli Infections/microbiology , Female , Genome, Bacterial , Genotype , Humans , Male , Middle Aged , Molecular Epidemiology , Prevalence , Risk Assessment , Vietnam/epidemiology , Whole Genome Sequencing , Zoonoses/microbiology
6.
Euro Surveill ; 24(4)2019 Jan.
Article in English | MEDLINE | ID: mdl-30696529

ABSTRACT

BackgroundMandatory reporting of methicillin-resistant Staphylococcus aureus (MRSA) bloodstream infections (BSI) has occurred in England for over 15years. Epidemiological information is recorded, but routine collection of isolates for characterisation has not been routinely undertaken. Ongoing developments in whole-genome sequencing (WGS) have demonstrated its value in outbreak investigations and for determining the spread of antimicrobial resistance and bacterial population structure. Benefits of adding genomics to routine epidemiological MRSA surveillance are unknown.AimTo determine feasibility and potential utility of adding genomics to epidemiological surveillance of MRSA.MethodsWe conducted an epidemiological and genomic survey of MRSA BSI in England over a 1-year period (1 October 2012--30 September 2013).ResultsDuring the study period, 903 cases of MRSA BSI were reported; 425 isolates were available for sequencing of which, 276 (65%) were clonal complex (CC) 22. Addition of 64 MRSA genomes from published outbreak investigations showed that the study genomes could provide context for outbreak isolates and supported cluster identification. Comparison to other MRSA genome collections demonstrated variation in clonal diversity achieved through different sampling strategies and identified potentially high-risk clones e.g. USA300 and local expansion of CC5 MRSA in South West England.ConclusionsWe demonstrate the potential utility of combined epidemiological and genomic MRSA BSI surveillance to determine the national population structure of MRSA, contextualise previous MRSA outbreaks, and detect potentially high-risk lineages. These findings support the integration of epidemiological and genomic surveillance for MRSA BSI as a step towards a comprehensive surveillance programme in England.


Subject(s)
Bacteremia/microbiology , Disease Outbreaks/prevention & control , Methicillin-Resistant Staphylococcus aureus/genetics , Public Health Surveillance , Staphylococcal Infections/diagnosis , Whole Genome Sequencing/methods , Adolescent , Adult , Aged , Aged, 80 and over , Bacteremia/diagnosis , Bacteremia/epidemiology , Child , Child, Preschool , Cohort Studies , Cross Infection/epidemiology , Cross Infection/microbiology , England/epidemiology , Epidemiological Monitoring , Feasibility Studies , Female , Genome, Bacterial , Humans , Infant , Infant, Newborn , Male , Middle Aged , Molecular Epidemiology , Phylogeny , Prospective Studies , Public Health , Sequence Analysis, DNA , Staphylococcal Infections/epidemiology , Staphylococcal Infections/microbiology
7.
J Antimicrob Chemother ; 73(12): 3336-3345, 2018 12 01.
Article in English | MEDLINE | ID: mdl-30247546

ABSTRACT

Introduction: Difficult Gram-negative infections are increasingly treated with new ß-lactamase inhibitor combinations, e.g. ceftazidime/avibactam. Disturbingly, mutations in KPC carbapenemases can confer ceftazidime/avibactam resistance, which is sometimes selected during therapy. We explored whether this risk extended to AmpC and ESBL enzymes. Methods: Mutants were selected by plating AmpC-derepressed strains, ESBL producers and ceftazidime-susceptible controls on agar containing ceftazidime + avibactam (1 or 4 mg/L). MICs were determined by CLSI agar dilution; WGS was by Illumina methodology. Results: Using 2× MIC of ceftazidime + 1 mg/L avibactam, mutants were selected from all strain types at frequencies of 10-7-10-9. Rates diminished to <10-9 with 4 mg/L avibactam or higher MIC multiples, except with AmpC-derepressed Enterobacteriaceae. Characterized mutants (n = 10; MICs 4-64 mg/L) of AmpC-derepressed strains had modifications in ampC, variously giving Arg168Pro/His, Gly176Arg/Asp, Asn366Tyr or small deletions around positions 309-314. Mutants of ESBL producers (n = 19; MICs 0.5-16 mg/L) mostly had changes affecting permeability, efflux or ß-lactamase quantity; only one had an altered ß-lactamase, with an Asp182Tyr substitution in CTX-M-15, raising the ceftazidime/avibactam MIC, but abrogating other cephalosporin resistance. Mutants of ceftazidime-susceptible strains were not sequenced, but phenotypes suggested altered drug accumulation or, for Enterobacter cloacae only, AmpC derepression. In further experiments, avibactam reduced, but did not abolish, selection of AmpC-derepressed Enterobacteriaceae by ceftazidime. Conclusions: Most mutants of AmpC-derepressed Enterobacteriaceae had structural mutations in ampC; those of ESBL producers mostly had genetic modifications outside ß-lactamase genes, commonly affecting uptake, efflux, or ß-lactamase quantity. The clinical significance of these observations remains to be determined.


Subject(s)
Azabicyclo Compounds/pharmacology , Bacterial Proteins/metabolism , Ceftazidime/pharmacology , Drug Resistance, Multiple, Bacterial/genetics , Enterobacteriaceae/drug effects , Enterobacteriaceae/genetics , beta-Lactamases/metabolism , Anti-Bacterial Agents/pharmacology , Drug Combinations , Enterobacteriaceae/enzymology , Genome, Bacterial , Microbial Sensitivity Tests , Mutation
8.
BMC Genomics ; 18(1): 684, 2017 Sep 04.
Article in English | MEDLINE | ID: mdl-28870171

ABSTRACT

BACKGROUND: Horizontal transfer of mobile genetic elements (MGEs) that carry virulence and antimicrobial resistance genes mediates the evolution of methicillin-resistant Staphylococcus aureus, and the emergence of new MRSA clones. Most MRSA lineages show an association with specific MGEs and the evolution of MGE composition following clonal expansion has not been widely studied. RESULTS: We investigated the genomes of 1193 S. aureus bloodstream isolates, 1169 of which were MRSA, collected in the UK and the Republic of Ireland between 2001 and 2010. The majority of isolates belonged to clonal complex (CC)22 (n = 923), which contained diverse MGEs including elements that were found in other MRSA lineages. Several MGEs showed variable distribution across the CC22 phylogeny, including two antimicrobial resistance plasmids (pWBG751-like and SAP078A-like, carrying erythromycin and heavy metal resistance genes, respectively), a pathogenicity island carrying the enterotoxin C gene and two phage types Sa1int and Sa6int. Multiple gains and losses of these five MGEs were identified in the CC22 phylogeny using ancestral state reconstruction. Analysis of the temporal distribution of the five MGEs between 2001 and 2010 revealed an unexpected reduction in prevalence of the two plasmids and the pathogenicity island, and an increase in the two phage types. This occurred across the lineage and was not correlated with changes in the relative prevalence of CC22, or of any sub-lineages within in. CONCLUSIONS: Ancestral state reconstruction coupled with temporal trend analysis demonstrated that epidemic MRSA CC22 has an evolving MGE composition, and indicates that this important MRSA lineage has continued to adapt to changing selective pressure since its emergence.


Subject(s)
Epidemics , Evolution, Molecular , Interspersed Repetitive Sequences/genetics , Methicillin-Resistant Staphylococcus aureus/genetics , Humans , Methicillin-Resistant Staphylococcus aureus/physiology , Phylogeny
9.
J Antimicrob Chemother ; 72(12): 3342-3348, 2017 Dec 01.
Article in English | MEDLINE | ID: mdl-28962008

ABSTRACT

BACKGROUND: Diazabicyclooctanes, e.g. avibactam and relebactam, are a new class of ß-lactamase inhibitors. Their spectrum includes AmpC enzymes, but it is important to understand whether they also induce these enzymes. METHODS: Levels of ampC mRNA were measured by RT-PCR during 4 h of exposure of Enterobacter cloacae, Citrobacter freundii and Pseudomonas aeruginosa (n = 5 strains per species) to avibactam, relebactam and cefoxitin at 0, 1, 4 and 32 mg/L. The method had low precision compared with conventional specific-activity-based induction assays, which are impracticable for inhibitors. Accordingly, induction was only considered to be significant if induction ratios >10 were found at two consecutive time intervals, with 'strong induction' if one or more of these ratios was >100. RESULTS: Cefoxitin, as expected, gave concentration-dependent induction for all strains, with strong induction for 13/15. At the other extreme, relebactam caused no significant induction for any strain. Avibactam gave strain-variable results, with strong concentration-dependent induction for 2/5 E. cloacae and 2/5 P. aeruginosa, but little or no induction for the other strains, including all the C. freundii strains. CONCLUSIONS: Avibactam, but not relebactam, had some strain-variable ability to induce AmpC enzymes, though at concentrations (32 mg/L) above those reached in the patient.


Subject(s)
Azabicyclo Compounds/metabolism , Bacterial Proteins/biosynthesis , Citrobacter freundii/enzymology , Enterobacter cloacae/enzymology , Pseudomonas aeruginosa/enzymology , beta-Lactamase Inhibitors/metabolism , beta-Lactamases/biosynthesis , Bacterial Proteins/genetics , Citrobacter freundii/drug effects , Enterobacter cloacae/drug effects , Gene Expression Profiling , Gene Expression Regulation, Bacterial/drug effects , Humans , Pseudomonas aeruginosa/drug effects , RNA, Messenger/analysis , Real-Time Polymerase Chain Reaction , beta-Lactamases/genetics
10.
Antimicrob Agents Chemother ; 59(9): 5324-30, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26100712

ABSTRACT

Ceftazidime-avibactam is active against most Enterobacteriaceae isolates with KPC carbapenemases. We investigated whether this activity could be compromised by mutation. Single-step and multistep selections were attempted using ceftazidime-avibactam (avibactam fixed at 1 or 4 µg/ml) versus two strains each of Enterobacter cloacae and Klebsiella pneumoniae, all with the KPC-3 enzyme. Mutant bla KPC alleles were sequenced, and their parentage was confirmed by typing. Ceftazidime-avibactam selected mutants at up to 16× MIC, with frequencies of ca. 10(-9). This contrasted with previous experience for ceftaroline-avibactam, where mutant frequencies under similar conditions were <10(-9). The MICs of ceftazidime with 1 µg/ml avibactam for the ceftazidime-avibactam-selected mutants rose from 1 to 8 µg/ml to 16 to >256 µg/ml and those of ceftazidime with 4 µg/ml avibactam from 0.25 to 1 µg/ml to 4 to 128 µg/ml; ceftaroline-avibactam MICs rose less, typically from 0.5 to 1 µg/ml to 1 to 8 µg/ml. The MICs of carbapenems and cephalosporins except ceftazidime and piperacillin-tazobactam were reduced for many mutants. Sequencing of blaKPC revealed point and insertion changes in 12/13 mutants investigated, representing all four parents; one mutant lacked bla KPC changes and possibly had reduced permeability. Amino acid changes commonly involved Ω loop alterations or 1 to 6 amino acid insertions immediately C-terminal to this loop. The most frequent change, seen in four mutants from three strains, was Asp179Tyr, replacing a residue that ordinarily forms a salt bridge to stabilize the Ω loop. Since ceftaroline-avibactam was less affected than ceftazidime-avibactam, we postulate that these mutations increase ceftazidimase specificity rather than conferring avibactam resistance. The clinical relevance remains uncertain.


Subject(s)
Anti-Bacterial Agents/pharmacology , Azabicyclo Compounds/pharmacology , Bacterial Proteins/metabolism , Ceftazidime/pharmacology , Enterobacteriaceae/drug effects , Enterobacteriaceae/enzymology , beta-Lactamases/metabolism , Bacterial Proteins/genetics , Drug Combinations , Drug Resistance, Multiple, Bacterial/genetics , Enterobacteriaceae/genetics , Microbial Sensitivity Tests , beta-Lactamases/genetics
11.
Microb Genom ; 10(10)2024 Oct.
Article in English | MEDLINE | ID: mdl-39418095

ABSTRACT

Group B Streptococcus (GBS) causes severe infections in neonates and adults with comorbidities. Prophages have been reported to contribute to GBS evolution and pathogenicity. However, no studies are available to date on the presence and diversity of prophages in GBS isolates from humans in South America. This study provides insights into the prophage content of 365 GBS isolates collected from clinical samples in the context of an Argentinean multicentric study. Using whole-genome sequence data, we implemented two previously proposed methods for prophage typing: a PCR approach (carried out in silico) coupled with a blastx-based method to classify prophages based on their prophage group and integrase type, respectively. We manually searched the genomes and identified 325 prophages. However, only 80% of prophages could be accurately categorized with the previous approaches. Integration of phylogenetic analysis, prophage group and integrase type allowed for all to be classified into 19 prophage types, which correlated with GBS clonal complex grouping. The revised prophage typing approach was additionally improved by using a blastn search after enriching the database with ten new genes for prophage group classification combined with the existing integrase typing method. This modified and integrated typing system was applied to the analysis of 615 GBS genomes (365 GBS from Argentina and 250 from public databases), which revealed 29 prophage types, including two novel integrase subtypes. Their characterization and comparative analysis revealed major differences in the lysogeny and replication modules. Genes related to bacterial fitness, virulence or adaptation to stressful environments were detected in all prophage types. Considering prophage prevalence, distribution and their association with bacterial virulence, it is important to study their role in GBS epidemiology. In this context, we propose the use of an improved and integrated prophage typing system suitable for rapid phage detection and classification with little computational processing.


Subject(s)
Phylogeny , Prophages , Streptococcus agalactiae , Argentina , Prophages/genetics , Humans , Streptococcus agalactiae/genetics , Streptococcus agalactiae/virology , Streptococcus agalactiae/isolation & purification , Streptococcus agalactiae/classification , Streptococcal Infections/microbiology , Genome, Bacterial , Whole Genome Sequencing/methods , Integrases/genetics
12.
Front Microbiol ; 15: 1422902, 2024.
Article in English | MEDLINE | ID: mdl-39224215

ABSTRACT

Importance: Staphylococcus aureus frequently colonizes the skin and nose of patients with atopic dermatitis (AD), a disease associated with skin barrier dysfunction and chronic cutaneous inflammation. Published genomic studies on AD-associated S. aureus in pediatric populations in sub-Saharan Africa are limited. Objectives: To investigate the phenotypic and genomic diversity of S. aureus in children with and without AD during early childhood. Data setting and participants: A cross-sectional study of 220 children (aged 9-38 months) with AD (cases) and without AD (controls) from Cape Town and Umtata, South Africa. Main outcomes and measures: S. aureus phenotypic and genomic diversity were investigated using whole-genome sequencing, antibiotic susceptibility testing and biofilm microtiter assay. Results: Of the 124 S. aureus isolates recovered from 220 children, 96 isolates (79 cases and 17 controls) with high-quality sequences were analyzed. Isolates from cases showed greater phenotypic resistance to gentamicin (10%), rifampicin (4%), chloramphenicol (4%), and exhibited multidrug resistance (9%) than in controls. Furthermore, the isolates from cases formed stronger biofilms than those from controls (76% vs. 35%, p = 0.001), but showed no dominance of any virulence factor gene or mobile genetic elements. There was no significant difference in the distribution of immune evasion cluster types between cases and controls. However, IEC type G was identified only among cases. Conclusion and relevance: AD-associated S. aureus has phenotypic and genetic features that are important for successful pathogenic colonization and survival. Further studies are needed to assess the pathological implications of colonization of various S. aureus lineages in vivo to elucidate their pathological contribution to AD pathogenesis and pathophysiology.

13.
Comput Biol Med ; 171: 108185, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38401454

ABSTRACT

BACKGROUND: Streptococcus agalactiae, commonly known as Group B Streptococcus (GBS), exhibits a broad host range, manifesting as both a beneficial commensal and an opportunistic pathogen across various species. In humans, it poses significant risks, causing neonatal sepsis and meningitis, along with severe infections in adults. Additionally, it impacts livestock by inducing mastitis in bovines and contributing to epidemic mortality in fish populations. Despite its wide host spectrum, the mechanisms enabling GBS to adapt to specific hosts remain inadequately elucidated. Therefore, the development of a rapid and accurate method differentiates GBS strains associated with particular animal hosts based on genome-wide information holds immense potential. Such a tool would not only bolster the identification and containment efforts during GBS outbreaks but also deepen our comprehension of the bacteria's host adaptations spanning humans, livestock, and other natural animal reservoirs. METHODS AND RESULTS: Here, we developed three machine learning models-random forest (RF), logistic regression (LR), and support vector machine (SVM) based on genome-wide mutation data. These models enabled precise prediction of the host origin of GBS, accurately distinguishing between human, bovine, fish, and pig hosts. Moreover, we conducted an interpretable machine learning using SHapley Additive exPlanations (SHAP) and variant annotation to uncover the most influential genomic features and associated genes for each host. Additionally, by meticulously examining misclassified samples, we gained valuable insights into the dynamics of host transmission and the potential for zoonotic infections. CONCLUSIONS: Our study underscores the effectiveness of random forest (RF) and logistic regression (LR) models based on mutation data for accurately predicting GBS host origins. Additionally, we identify the key features associated with each GBS host, thereby enhancing our understanding of the bacteria's host-specific adaptations.


Subject(s)
Streptococcal Infections , Streptococcus agalactiae , Female , Adult , Animals , Humans , Cattle , Swine , Streptococcus agalactiae/genetics , Streptococcal Infections/veterinary , Genomics , Fishes , Machine Learning
14.
Front Microbiol ; 15: 1410651, 2024.
Article in English | MEDLINE | ID: mdl-39050634

ABSTRACT

Objectives: Certain Group B Streptococcus (GBS) genotypes are associated with invasive disease in neonates. We conducted a comparative genomic analysis of GBS isolates from neonatal disease and maternal carriage in the Netherlands to determine distribution of genetic markers between the two host groups. Methods: Whole genome sequencing was used to characterise 685 neonatal invasive isolates (2006-2021) and 733 maternal carriage isolates (2017-2021) collected in the Netherlands. Results: Clonal complex (CC) 17 and serotype III were significantly more common in disease while carriage isolates were associated with serotypes II, IV, V as well as CC1. Previously reported CC17-A1 sub-lineage was dominant among disease isolates and significantly less common in carriage. The phiStag1 phage, previously associated with expansion of invasive CC17 isolates in the Netherlands, was more common among disease isolates compared to carriage isolates overall, however it was equally distributed between CC17 isolates from carriage and disease. Prevalence of antimicrobial resistance genes was overall lower in disease compared to carriage isolates, but increased significantly over time, mediated by rise in prevalence of a multidrug resistance element ICESag37 among disease isolates. Conclusion: There is a stable association between certain GBS genotypes and invasive disease, which suggests opportunities for developing more precise disease prevention strategies based on GBS targeted screening. In contrast, GBS mobile genetic elements appear less likely to be correlated with carriage or disease, and instead are associated with clonal expansion events across the GBS population.

15.
Antibiotics (Basel) ; 13(5)2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38786118

ABSTRACT

Group B Streptococcus (GBS) is a major cause of contagious bovine mastitis (CBM) in Brazil. The GBS population is composed of host-generalist and host-specialist lineages, which may differ in antimicrobial resistance (AMR) and zoonotic potential, and the surveillance of bovine GBS is crucial to developing effective CBM control and prevention measures. Here, we investigated bovine GBS isolates (n = 156) collected in Brazil between 1987 and 2021 using phenotypic testing and whole-genome sequencing to uncover the molecular epidemiology of bovine GBS. Clonal complex (CC) 61/67 was the predominant clade in the 20th century; however, it was replaced by CC91, with which it shares a most common recent ancestor, in the 21st century, despite the higher prevalence of AMR in CC61/67 than in CC91, and high selection pressure for AMR from indiscriminate antimicrobial use in the Brazilian dairy industry. CC103 also emerged as a dominant CC in the 21st century, and a considerable proportion of herds had two or more GBS strains, suggesting poor biosecurity and within-herd evolution due to the chronic nature of CBM problems. The majority of bovine GBS belonged to serotype Ia or III, which was strongly correlated with CCs. Ninety-three isolates were resistant to tetracycline (≥8 µg/mL; tetO = 57, tetM = 34 or both = 2) and forty-four were resistant to erythromycin (2.0 to >4 µg/mL; ermA = 1, ermB = 38, mechanism unidentified n = 5). Only three isolates were non-susceptible to penicillin (≥8.0 µg/mL), providing opportunities for improved antimicrobial stewardship through the use of narrow-spectrum antimicrobials for the treatment of dairy cattle. The common bovine GBS clades detected in this study have rarely been reported in humans, suggesting limited risk of interspecies transmission of GBS in Brazil. This study provides new data to support improvements to CBM and AMR control, bovine GBS vaccine design, and the management of public health risks posed by bovine GBS in Brazil.

16.
Lancet Microbe ; 5(10): 100890, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39178869

ABSTRACT

BACKGROUND: Nosocomial infections pose a considerable risk to patients who are susceptible, and this is particularly acute in intensive care units when hospital-associated bacteria are endemic. During the first wave of the COVID-19 pandemic, the surge of patients presented a significant obstacle to the effectiveness of infection control measures. We aimed to assess the risks and extent of nosocomial pathogen transmission under a high patient burden by designing a novel bacterial pan-pathogen deep-sequencing approach that could be integrated with standard clinical surveillance and diagnostics workflows. METHODS: We did a prospective cohort study in a region of northern Italy that was severely affected by the first wave of the COVID-19 pandemic. Inpatients on both ordinary and intensive care unit (ICU) wards at the San Matteo hospital, Pavia were sampled on multiple occasions to identify bacterial pathogens from respiratory, nasal, and rectal samples. Diagnostic samples collected between April 7 and May 10, 2020 were cultured on six different selective media designed to enrich for Acinetobacter baumannii, Escherichia coli, Enterococcus faecium, Enterococcus faecalis, Klebsiella pneumoniae, Pseudomonas aeruginosa, Staphylococcus aureus, and Streptococcus pneumoniae, and DNA from each plate with positive growth was deep sequenced en masse. We used mSWEEP and mGEMS to bin sequencing reads by sequence cluster for each species, followed by mapping with snippy to generate high quality alignments. Antimicrobial resistance genes were detected by use of ARIBA and CARD. Estimates of hospital transmission were obtained from pairwise bacterial single nucleotide polymorphism distances, partitioned by within-patient and between-patient samples. Finally, we compared the accuracy of our binned Acinetobacter baumannii genomes with those obtained by single colony whole-genome sequencing of isolates from the same hospital. FINDINGS: We recruited patients from March 1 to May 7, 2020. The pathogen population among the patients was large and diverse, with 2148 species detections overall among the 2418 sequenced samples from the 256 patients. In total, 55 sequence clusters from key pathogen species were detected at least five times. The antimicrobial resistance gene prevalence was correspondingly high, with key carbapenemase and extended spectrum ß-lactamase genes detected in at least 50 (40%) of 125 patients in ICUs. Using high-resolution mapping to infer transmission, we established that hospital transmission was likely to be a significant mode of acquisition for each of the pathogen species. Finally, comparison with single colony Acinetobacter baumannii genomes showed that the resolution offered by deep sequencing was equivalent to single-colony sequencing, with the additional benefit of detection of co-colonisation of highly similar strains. INTERPRETATION: Our study shows that a culture-based deep-sequencing approach is a possible route towards improving future pathogen surveillance and infection control at hospitals. Future studies should be designed to directly compare the accuracy, cost, and feasibility of culture-based deep sequencing with single colony whole-genome sequencing on a range of bacterial species. FUNDING: Wellcome Trust, European Research Council, Academy of Finland Flagship program, Trond Mohn Foundation, and Research Council of Norway.


Subject(s)
Bacteria , COVID-19 , Cross Infection , High-Throughput Nucleotide Sequencing , Humans , Italy/epidemiology , Cross Infection/epidemiology , Cross Infection/microbiology , Cross Infection/transmission , Prospective Studies , COVID-19/epidemiology , COVID-19/transmission , Bacteria/genetics , Bacteria/isolation & purification , SARS-CoV-2/genetics , Intensive Care Units , Bacterial Infections/epidemiology , Bacterial Infections/microbiology , Bacterial Infections/transmission , Bacterial Infections/diagnosis , Klebsiella pneumoniae/genetics , Klebsiella pneumoniae/isolation & purification , Male , Acinetobacter baumannii/genetics , Acinetobacter baumannii/isolation & purification , Female , Aged , Middle Aged
17.
Front Microbiol ; 14: 1185753, 2023.
Article in English | MEDLINE | ID: mdl-37275158

ABSTRACT

Introduction: Maternal immunization against Group B Streptococcus (GBS) has the potential to significantly reduce the burden of neonatal GBS infections. Population genetics of GBS from maternal carriage can offer key insights into vaccine target distribution. Methods: In this study we characterized the population structure of GBS isolates from maternal carriage (n = 535) in an ethnically diverse community in London, using whole genome sequencing. Results: The isolates clustered into nine clonal complexes (CCs) but the majority (95%) belonged to five lineages: CC1 (26%), CC19 (26%), CC23 (20%), CC17 (13%) and CC8/10 (10%). Nine serotypes were identified, the most common were serotypes III (26%), V (21%), II (19%) and Ia (19%). Other serotypes (Ib, IV, VI, VII, IX) represented less than 10% of all isolates each. Intra-lineage serotype diversity was observed in all major CCs but was highest in CC1, which revealed nine serotypes. Nearly all isolates (99%) carried at least one of the four alpha family protein genes (alpha, alp1, alp23, and rib). All isolates were susceptible to penicillin. We found 21% and 13% of isolates to be resistant to clarithromycin and clindamycin, respectively. Prevalence of macrolide-lincosamide-streptogramin B (MLSB) resistance genes was 22% and they were most common in CC19 (37%) and CC1 (28%), and isolates with serotypes V (38%) and IV (32%). We identified some associations between maternal ethnicity and GBS population structure. Serotype Ib was significantly less common among the South Asian compared to Black women (S. Asian: 3/142, Black: 15/135, p = 0.03). There was also a significantly lower proportion of CC1 isolates among the White other (24/142) in comparison to Black (43/135) and S. Asian (44/142) women (p = 0.04). We found a significantly higher proportion of CC17 isolates among the White other compared to S. Asian women (White other: 32/142, S. Asian: 10/142, p = 0.004). Conclusion: Our study showed high prevalence of GBS vaccine targets among isolates from pregnant women in London. However, the observed serotype diversity in CC1 and high prevalence of MLSB resistance genes in CC19 demonstrates presence of high risk lineages, which might act as a reservoir of non-vaccine strains and antimicrobial resistance determinants.

18.
Microb Genom ; 9(11)2023 Nov.
Article in English | MEDLINE | ID: mdl-38019122

ABSTRACT

Streptococcus agalactiae (group B Streptococcus, GBS) has recently emerged as an important pathogen among adults. However, it is overlooked in this population, with all global efforts being directed towards its containment among pregnant women and neonates. This systematic review assessed the molecular epidemiology and compared how the lineages circulating among non-pregnant populations relate to those of pregnant and neonatal populations worldwide. A systematic search was performed across nine databases from 1 January 2000 up to and including 20 September 2021, with no language restrictions. The Joanna Briggs Institute (JBI) Prevalence Critical Appraisal Tool (PCAT) was used to assess the quality of included studies. The global population structure of GBS from the non-pregnant population was analysed using in silico typing and phylogenetic reconstruction tools. Twenty-four articles out of 13 509 retrieved across 9 databases were eligible. Most studies were conducted in the World Health Organization European region (12/24, 50 %), followed by the Western Pacific region (6/24, 25 %) and the Americas region (6/24, 25 %). Serotype V (23%, 2310/10240) and clonal complex (CC) 1 (29 %, 2157/7470) were the most frequent serotype and CC, respectively. The pilus island PI1 : PI2A combination (29 %, 3931/13751) was the most prevalent surface protein gene, while the tetracycline resistance tetM (55 %, 5892/10624) was the leading antibiotic resistance gene. This study highlights that, given the common serotype distribution identified among non-pregnant populations (V, III, Ia, Ib, II and IV), vaccines including these six serotypes will provide broad coverage. The study indicates advanced molecular epidemiology studies, especially in resource-constrained settings for evidence-based decisions. Finally, the study shows that considering all at-risk populations in an inclusive approach is essential to ensure the sustainable containment of GBS.


Subject(s)
Anti-Bacterial Agents , Streptococcus agalactiae , Pregnancy , Adult , Infant, Newborn , Humans , Female , Streptococcus agalactiae/genetics , Molecular Epidemiology , Phylogeny , Databases, Factual
19.
Microorganisms ; 11(1)2022 Dec 22.
Article in English | MEDLINE | ID: mdl-36677330

ABSTRACT

(1) Background: Streptococcus agalactiae or Group B Streptococcus (GBS) causes severe neonatal infections with a high burden of disease, especially in Africa. Maternal vaginal colonization and perinatal transmissions represent the common mode of acquiring the infection. Development of an effective maternal vaccine against GBS relies on molecular surveillance of the maternal GBS population to better understand the global distribution of GBS clones and serotypes. (2) Methods: Here, we present genomic data from a collection of colonizing GBS strains from Ismailia, Egypt that were sequenced and characterized within the global JUNO project. (3) Results: A large proportion of serotype VI, ST14 strains was discovered, a serotype which is rarely found in strain collections from the US and Europe and typically not included in the current vaccine formulations. (4) Conclusions: The molecular epidemiology of these strains clearly points to the African origin with the detection of several sequence types (STs) that have only been observed in Africa. Our data underline the importance of continuous molecular surveillance of the GBS population for future vaccine implementations.

20.
Nat Commun ; 13(1): 4215, 2022 07 21.
Article in English | MEDLINE | ID: mdl-35864107

ABSTRACT

Group B Streptococcus (GBS), or Streptococcus agalactiae, is a pathogen that causes preterm births, stillbirths, and acute invasive neonatal disease burden and mortality. Here, we investigate bacterial genetic signatures associated with disease onset time and meningeal tissue infection in acute invasive neonatal GBS disease. We carry out a genome-wide association study (GWAS) of 1,338 GBS isolates from newborns with acute invasive disease; the isolates had been collected annually, for 30 years, through a national bacterial surveillance program in the Netherlands. After controlling for the population structure, we identify genetic variation within noncoding and coding regions, particularly the capsule biosynthesis locus, statistically associated with neonatal GBS disease onset time and meningeal invasion. Our findings highlight the impact of integrating microbial population genomics and clinical pathogen surveillance, and demonstrate the effect of GBS genetics on disease pathogenesis in neonates and infants.


Subject(s)
Infant, Newborn, Diseases , Streptococcal Infections , Genome-Wide Association Study , Humans , Infant , Infant, Newborn , Metagenomics , Streptococcal Infections/genetics , Streptococcus agalactiae/genetics
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