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Taouk ML, Featherstone LA, Taiaroa G, Seemann T, Ingle DJ, Stinear TP, Wick RR. Exploring SNP filtering strategies: the influence of strict vs soft core. Microb Genom 2025; 11:001346. [PMID: 39812553 PMCID: PMC11734701 DOI: 10.1099/mgen.0.001346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 12/13/2024] [Indexed: 01/16/2025] Open
Abstract
Phylogenetic analyses are crucial for understanding microbial evolution and infectious disease transmission. Bacterial phylogenies are often inferred from SNP alignments, with SNPs as the fundamental signal within these data. SNP alignments can be reduced to a 'strict core' by removing those sites that do not have data present in every sample. However, as sample size and genome diversity increase, a strict core can shrink markedly, discarding potentially informative data. Here, we propose and provide evidence to support the use of a 'soft core' that tolerates some missing data, preserving more information for phylogenetic analysis. Using large datasets of Neisseria gonorrhoeae and Salmonella enterica serovar Typhi, we assess different core thresholds. Our results show that strict cores can drastically reduce informative sites compared to soft cores. In a 10 000-genome alignment of Salmonella enterica serovar Typhi, a 95% soft core yielded ten times more informative sites than a 100% strict core. Similar patterns were observed in N. gonorrhoeae. We further evaluated the accuracy of phylogenies built from strict- and soft-core alignments using datasets with strong temporal signals. Soft-core alignments generally outperformed strict cores in producing trees displaying clock-like behaviour; for instance, the N. gonorrhoeae 95% soft-core phylogeny had a root-to-tip regression R 2 of 0.50 compared to 0.21 for the strict-core phylogeny. This study suggests that soft-core strategies are preferable for large, diverse microbial datasets. To facilitate this, we developed Core-SNP-filter (https://github.com/rrwick/Core-SNP-filter), an open-source software tool for generating soft-core alignments from whole-genome alignments based on user-defined thresholds.
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Affiliation(s)
- Mona L. Taouk
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Leo A. Featherstone
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Macroevolution and Macroecology Group, Research, School of Biology, Australian National University, Canberra, ACT, Australia
| | - George Taiaroa
- Department of Infectious Diseases, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Torsten Seemann
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Centre for Pathogen Genomics, The University of Melbourne, Melbourne, Victoria, Australia
| | - Danielle J. Ingle
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Centre for Pathogen Genomics, The University of Melbourne, Melbourne, Victoria, Australia
| | - Timothy P. Stinear
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Centre for Pathogen Genomics, The University of Melbourne, Melbourne, Victoria, Australia
| | - Ryan R. Wick
- Department of Microbiology and Immunology, The University of Melbourne at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Centre for Pathogen Genomics, The University of Melbourne, Melbourne, Victoria, Australia
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Osman R, Dema E, David A, Hughes G, Field N, Cole M, Didelot X, Saunders J. Understanding the potential role of whole genome sequencing (WGS) in managing patients with gonorrhoea: A systematic review of WGS use on human pathogens in individual patient care. J Infect 2024; 88:106168. [PMID: 38670270 DOI: 10.1016/j.jinf.2024.106168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/19/2024] [Accepted: 04/20/2024] [Indexed: 04/28/2024]
Abstract
OBJECTIVES The utility of whole genome sequencing (WGS) to inform sexually transmitted infection (STI) patient management is unclear. Timely WGS data might support clinical management of STIs by characterising epidemiological links and antimicrobial resistance profiles. We conducted a systematic review of clinical application of WGS to any human pathogen that may be transposable to gonorrhoea. METHODS We searched six databases for articles published between 01/01/2010-06/02/2023 that reported on real/near real-time human pathogen WGS to inform clinical intervention. All article types from all settings were included. Findings were analysed using narrative synthesis. RESULTS We identified 12,179 articles, of which eight reported applications to inform tuberculosis (n = 7) and gonorrhoea (n = 1) clinical patient management. WGS data were successfully used as an adjunct to clinical and epidemiological data to enhance contact-tracing (n = 2), inform antimicrobial therapy (n = 5) and identify cross-contamination (n = 1). WGS identified gonorrhoea transmission chains that were not established via partner notification. Future applications could include insights into pathogen exposure detected within sexual networks for targeted patient management. CONCLUSIONS While there was some evidence of WGS use to provide individualised tuberculosis and gonorrhoea treatment, the eight identified studies contained few participants. Future research should focus on testing WGS intervention effectiveness and examining ethical considerations of STI WGS use.
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Affiliation(s)
- Roeann Osman
- Institute for Global Health, University College London (UCL), Mortimer Market Centre, London WC1E 6JB, United Kingdom; National Institute for Health Research (NIHR) Health Protection Research Unit (HPRU) in Blood Borne and Sexually Transmitted Infections at University College London (UCL), London, United Kingdom.
| | - Emily Dema
- Institute for Global Health, University College London (UCL), Mortimer Market Centre, London WC1E 6JB, United Kingdom
| | - Alexandra David
- Institute for Global Health, University College London (UCL), Mortimer Market Centre, London WC1E 6JB, United Kingdom
| | - Gwenda Hughes
- Department of Infectious Disease Epidemiology and Dynamics, London School of Hygiene & Tropical Medicine, Keppel Street, London WC1E 7HT, United Kingdom
| | - Nigel Field
- Institute for Global Health, University College London (UCL), Mortimer Market Centre, London WC1E 6JB, United Kingdom
| | - Michelle Cole
- UK Health Security Agency (UK HSA), 61 Colindale Avenue, London NW9 5EQ, United Kingdom
| | - Xavier Didelot
- School of Life Sciences and Department of Statistics, University of Warwick, Coventry CV4 7AL, United Kingdom; National Institute for Health Research (NIHR) Health Protection Research Unit (HPRU) in Genomics and Enabling Data at Warwick University, United Kingdom
| | - John Saunders
- Institute for Global Health, University College London (UCL), Mortimer Market Centre, London WC1E 6JB, United Kingdom; National Institute for Health Research (NIHR) Health Protection Research Unit (HPRU) in Blood Borne and Sexually Transmitted Infections at University College London (UCL), London, United Kingdom; UK Health Security Agency (UK HSA), 61 Colindale Avenue, London NW9 5EQ, United Kingdom
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Vanbaelen T, Laumen J, Van Dijck C, De Block T, Manoharan-Basil SS, Kenyon C. Lack of Association between Antimicrobial Consumption and Antimicrobial Resistance in a HIV Preexposure Prophylaxis Population: A Cross-Sectional Study. Antibiotics (Basel) 2024; 13:188. [PMID: 38391574 PMCID: PMC10886153 DOI: 10.3390/antibiotics13020188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 02/01/2024] [Accepted: 02/13/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND In antibiotic naïve populations, there is a strong association between the use of an antimicrobial and resistance to this antimicrobial. Less evidence is available as to whether this relationship is weakened in populations highly exposed to antimicrobials. Individuals taking HIV preexposure prophylaxis (PrEP) have a high intake of antimicrobials. We previously found that there was no difference in the prevalence of pheno- and genotypic antimicrobial resistance between two groups of PrEP clients who had, and had not, taken antimicrobials in the prior 6 months. Both groups did, however, have a higher prevalence of resistance than a sample of the general population. METHODS In the current study, we used zero-inflated negative binomial regression models to evaluate if there was an individual level association between the consumption of antimicrobials and 1. the minimum inhibitory susceptibilities of oral Neisseria subflava and 2. the abundance of antimicrobial resistance genes in the oropharynges of these individuals. RESULTS We found no evidence of an association between the consumption of antimicrobials and the minimum inhibitory susceptibilities of oral Neisseria subflava or the abundance of antimicrobial resistance genes in these individuals. CONCLUSIONS We conclude that in high-antimicrobial-consumption populations, the association between antimicrobial consumption and resistance may be attenuated. This conclusion would not apply to lower-consumption populations.
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Affiliation(s)
- Thibaut Vanbaelen
- STI Unit, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium
| | - Jolein Laumen
- STI Unit, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium
| | - Christophe Van Dijck
- STI Unit, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium
| | - Tessa De Block
- Clinical Reference Laboratory, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium
| | | | - Chris Kenyon
- STI Unit, Department of Clinical Sciences, Institute of Tropical Medicine, 2000 Antwerp, Belgium
- Division of Infectious Diseases and HIV Medicine, University of Cape Town, Cape Town 7700, South Africa
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Phillips LT, Witney AA, Furegato M, Laing KG, Zhou L, Sadiq ST. Time Required for Nanopore Whole-Genome Sequencing of Neisseria gonorrhoeae for Identification of Phylogenetic Relationships. J Infect Dis 2023; 228:1179-1188. [PMID: 37216766 PMCID: PMC10629711 DOI: 10.1093/infdis/jiad170] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 03/20/2023] [Accepted: 05/19/2023] [Indexed: 05/24/2023] Open
Abstract
BACKGROUND Antimicrobial resistance (AMR) in Neisseria gonorrhoeae is a global health challenge. Limitations to AMR surveillance reporting, alongside reduction in culture-based susceptibility testing, has resulted in a need for rapid diagnostics and strain detection. We investigated Nanopore sequencing time, and depth, to accurately identify closely related N. gonorrhoeae isolates, compared to Illumina sequencing. METHODS N. gonorrhoeae strains collected from a London sexual health clinic were cultured and sequenced with MiSeq and MinION sequencing platforms. Accuracy was determined by comparing variant calls at 68 nucleotide positions (37 resistance-associated markers). Accuracy at varying MinION sequencing depths was determined through retrospective time-stamped read analysis. RESULTS Of 22 MinION-MiSeq pairs reaching sufficient sequencing depth, agreement of variant call positions passing quality control criteria was 185/185 (100%; 95% confidence interval [CI], 98.0%-100.0%), 502/503 (99.8%; 95% CI, 98.9%-99.9%), and 564/565 (99.8%; 95% CI, 99.0%-100.0%) at 10x, 30x, and 40x MinION depth, respectively. Isolates identified as closely related by MiSeq, within one yearly evolutionary distance of ≤5 single nucleotide polymorphisms, were accurately identified via MinION. CONCLUSIONS Nanopore sequencing shows utility as a rapid surveillance tool, identifying closely related N. gonorrhoeae strains, with just 10x sequencing depth, taking a median time of 29 minutes. This highlights its potential for tracking local transmission and AMR markers.
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Affiliation(s)
- Laura T Phillips
- Institute for Infection and Immunity, St George’s University of London, London, United Kingdom
| | - Adam A Witney
- Institute for Infection and Immunity, St George’s University of London, London, United Kingdom
| | - Martina Furegato
- Institute for Infection and Immunity, St George’s University of London, London, United Kingdom
| | - Ken G Laing
- Institute for Infection and Immunity, St George’s University of London, London, United Kingdom
| | - Liqing Zhou
- Institute for Infection and Immunity, St George’s University of London, London, United Kingdom
| | - S Tariq Sadiq
- Institute for Infection and Immunity, St George’s University of London, London, United Kingdom
- Infection Clinical Academic Group, St George's University Hospitals NHS Trust, London, United Kingdom
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Rowlinson E, Soge OO, Hughes JP, Berzkalns A, Thibault C, Kerani RP, Khosropour CM, Manhart LE, Golden MR, Barbee LA. Prior Exposure to Azithromycin and Azithromycin Resistance Among Persons Diagnosed With Neisseria gonorrhoeae Infection at a Sexual Health Clinic: 2012-2019. Clin Infect Dis 2023; 76:e1270-e1276. [PMID: 36001447 PMCID: PMC10169409 DOI: 10.1093/cid/ciac682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 08/11/2022] [Accepted: 08/19/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND There is conflicting evidence on whether prior azithromycin (AZM) exposure is associated with reduced susceptibility to AZM (AZMRS) among persons infected with Neisseria gonorrhoeae (NG). METHODS The study population included Public Health-Seattle and King County Sexual Health Clinic (SHC) patients with culture-positive NG infection at ≥1 anatomic site whose isolates were tested for AZM susceptibility in 2012-2019. We used multivariate logistic regression to examine the association of time since last AZM prescription from the SHC in ≤12 months with subsequent diagnosis with AZMRS NG (minimum inhibitory concentration [MIC], ≥2.0 µg/mL) and used linear regression to assess the association between the number of AZM prescriptions in ≤12 months and AZM MIC level, controlling for demographic, behavioral, and clinical characteristics. RESULTS A total of 2155 unique patients had 2828 incident NG infections, 156 (6%) of which were caused by AZMRS NG. AZMRS NG was strongly associated with receipt of AZM from the SHC in the prior 29 days (adjusted odds ratio, 6.76; 95% confidence interval [CI], 1.76 to 25.90) but not with receipt of AZM in the prior 30-365 days. Log AZM MIC level was not associated with the number of AZM prescriptions within ≤12 months (adjusted correlation, 0.0004; 95% CI, -.04 to .037) but was associated with number of prescriptions within <30 days (adjusted coefficient, 0.56; 95% CI, .13 to .98). CONCLUSIONS Recent individual-level AZM treatment is associated with subsequent AZMRS gonococcal infections. The long half-life and persistence of subtherapeutic levels of AZM may result in selection of resistant NG strains in persons with recent AZM use.
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Affiliation(s)
- Emily Rowlinson
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
| | - Olusegun O Soge
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, Washington, USA
- Neisseria Reference Laboratory, University of Washington, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - James P Hughes
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Anna Berzkalns
- HIV/STD Program, Public Health–Seattle and King County, Seattle, Washington, USA
| | - Christina Thibault
- HIV/STD Program, Public Health–Seattle and King County, Seattle, Washington, USA
| | - Roxanne P Kerani
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- HIV/STD Program, Public Health–Seattle and King County, Seattle, Washington, USA
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | | | - Lisa E Manhart
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Matthew R Golden
- Department of Epidemiology, University of Washington, Seattle, Washington, USA
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, Washington, USA
- HIV/STD Program, Public Health–Seattle and King County, Seattle, Washington, USA
| | - Lindley A Barbee
- Department of Medicine, Division of Allergy and Infectious Diseases, University of Washington, Seattle, Washington, USA
- HIV/STD Program, Public Health–Seattle and King County, Seattle, Washington, USA
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Corwin LMB, Ingebretsen A, Campbell P, Alfsnes K, Müller F, Mauder N, Koomey M, Bjørnholt JV. Fourier transform infrared spectroscopy; can it be used as a rapid typing method of Neisseria gonorrhoeae? J Microbiol Methods 2023; 205:106675. [PMID: 36681126 DOI: 10.1016/j.mimet.2023.106675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 12/16/2022] [Accepted: 01/15/2023] [Indexed: 01/20/2023]
Abstract
BACKGROUND Typing of Neisseria gonorrhoeae is necessary for epidemiologic surveillance, while time consuming and resource intensive. Fourier transform infrared (FTIR) spectroscopy has shown promising results when typing several bacterial species. This study investigates whether FTIR spectroscopy can be used as a rapid method for typing clinical N. gonorrhoeae isolates, comparing FTIR spectroscopy to multi locus sequence typing (MLST), N. gonorrhoeae multi antigen sequence typing (NG-MAST) and whole genome sequencing (WGS). METHODS Sixty consecutive isolates from a venereology clinic and three isolates from an outbreak were included. Isolates were analysed with FTIR spectroscopy on the IR Biotyper system (Bruker Daltonik) with the IR Biotyper software (version 2.1) with default analysis settings (spectral range 1300-800 cm-1). Four technical replicates of each isolate were analysed in three different runs. The output was a hierarchical cluster analysis (HCA) presented as a dendrogram; a tree-like overview of how closely different isolates are related. FTIR spectroscopy was compared to MLST, NG-MAST and WGS to see if the FTIR spectroscopy-dendrogram grouped the isolates in the same clusters. RESULTS Fifty-one out of 60 isolates, and the three outbreak isolates, produced at least one spectrum in each run and were included. No agreement between FTIR spectroscopy and MLST or NG-MAST or WGS was shown. The FTIR spectroscopy-dendrogram failed to cluster the outbreak isolates. CONCLUSION FTIR spectroscopy (spectral range 1300-800 cm-1) is not yet suitable for epidemiologic typing of N. gonorrhoeae. Absence of a capsule as well as phase- and antigenic variation of carbohydrate surface structures of the gonococcal cell wall may contribute to our findings. Future studies should include analysis of a wider range of the spectrum recorded (4000-500 cm-1), and should also explore further mathematical analytic approaches of the similarity between spectra.
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Affiliation(s)
- Linn Merete Brendefur Corwin
- Microbiology Dept Rikshospitalet, Oslo University Hospital, PO Box 4950 Nydalen, 0424 Oslo, Norway; University of Oslo (UiO), Institute of Clinical Medicine, PO Box 1072 Blindern, 0316 Oslo, Norway.
| | - André Ingebretsen
- Microbiology Dept Rikshospitalet, Oslo University Hospital, PO Box 4950 Nydalen, 0424 Oslo, Norway.
| | - Patricia Campbell
- University of Oslo (UiO), Institute of Clinical Medicine, PO Box 1072 Blindern, 0316 Oslo, Norway; Microbiology Dept, Akershus University Hospital, PO Box 1000, 1478 Lørenskog, Norway.
| | - Kristian Alfsnes
- Norwegian Institute of Public Health (NIPH), PO Box 222 Skøyen, 0213 Oslo, Norway.
| | - Fredrik Müller
- Microbiology Dept Rikshospitalet, Oslo University Hospital, PO Box 4950 Nydalen, 0424 Oslo, Norway; University of Oslo (UiO), Institute of Clinical Medicine, PO Box 1072 Blindern, 0316 Oslo, Norway.
| | - Norman Mauder
- Bruker Daltonics GmbH & Co. KG, Fahrenheitstrasse 4, 28359 Bremen, Germany.
| | - Michael Koomey
- University of Oslo (UiO), Department of Biosciences, PO Box 1072 Blindern, 0316 Oslo, Norway.
| | - Jørgen Vildershøj Bjørnholt
- Microbiology Dept Rikshospitalet, Oslo University Hospital, PO Box 4950 Nydalen, 0424 Oslo, Norway; University of Oslo (UiO), Institute of Clinical Medicine, PO Box 1072 Blindern, 0316 Oslo, Norway.
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7
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Martin SL, Mortimer TD, Grad YH. Machine learning models for Neisseria gonorrhoeae antimicrobial susceptibility tests. Ann N Y Acad Sci 2023; 1520:74-88. [PMID: 36573759 PMCID: PMC9974846 DOI: 10.1111/nyas.14549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Neisseria gonorrhoeae is an urgent public health threat due to the emergence of antibiotic resistance. As most isolates in the United States are susceptible to at least one antibiotic, rapid molecular antimicrobial susceptibility tests (ASTs) would offer the opportunity to tailor antibiotic therapy, thereby expanding treatment options. With genome sequence and antibiotic resistance phenotype data for nearly 20,000 clinical N. gonorrhoeae isolates now available, there is an opportunity to use statistical methods to develop sequence-based diagnostics that predict antibiotic susceptibility from genotype. N. gonorrhoeae, therefore, provides a useful example illustrating how to apply machine learning models to aid in the design of sequence-based ASTs. We present an overview of this framework, which begins with establishing the assay technology, the performance criteria, the population in which the diagnostic will be used, and the clinical goals, and extends to the choices that must be made to arrive at a set of features with the desired properties for predicting susceptibility phenotype from genotype. While we focus on the example of N. gonorrhoeae, the framework generalizes to other organisms for which large-scale genotype and antibiotic resistance data can be combined to aid in diagnostics development.
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Affiliation(s)
- Skylar L. Martin
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Tatum D. Mortimer
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Yonatan H. Grad
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
- Division of Infectious Diseases, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
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de Korne-Elenbaas J, Bruisten SM, de Vries HJC, van Dam AP. Within-Host Genetic Variation in Neisseria gonorrhoeae over the Course of Infection. Microbiol Spectr 2022; 10:e0031322. [PMID: 35467402 PMCID: PMC9241688 DOI: 10.1128/spectrum.00313-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 04/02/2022] [Indexed: 11/20/2022] Open
Abstract
Knowledge of within-host genetic variation informs studies on transmission dynamics. We studied within-host genetic variation in Neisseria gonorrhoeae over the course of infection and across different anatomical locations. Isolates were obtained during a clinical trial, and isolates from consecutive time points reflected persistent infections after treatment failure. We compared sequence types (STs) and recombination unfiltered- and filtered core genome single nucleotide polymorphism (SNP) distances in 65 within-host isolate pairs from the same anatomical location over time-obtained with a median interval of 7 days-and 65 isolate pairs across different anatomical locations at one time point. Isolates with different Multi-Locus Sequence Types (MLST), NG-Sequence Types for Antimicrobial Resistance (NG-STAR) and NG-Multi Antigen Sequence Types (NG-MAST) had a median of 1466 recombination filtered SNPs, whereas a median of 1 SNP was found between isolates with identical STs or a different NG-MAST only. The threshold for differentiating between strains was set at 10 recombination filtered SNPs, showing that isolates from persistent infections could have different NG-MASTs. Antibiotic pressure applied through treatment did not lead to an increase in genetic variation in specific genes or in overall extent of variation, compared to variation across anatomical locations. Instead, within-host genetic variation was proposedly driven by the host immune response, as it was concentrated in genomic regions encoding surface exposed proteins involved in host-microbe interaction. Ultimately, 15/228 (6.5%) between-host pairs contained a single strain, suggesting between-host transmission. However, patient reported data are needed to differentiate within-host persistence from between-host transmission. IMPORTANCE Understanding transmission dynamics of Neisseria gonorrhoeae (Ng) is based on the identification of transmission events. These can be identified by assessing genetic relatedness between Ng isolates, expressed as core genome SNP distances. However, a SNP threshold to differentiate between strains needs to be defined, using knowledge on within- and between-host genetic variation. Here, we assessed within-host genetic variation, using a unique set of within-host Ng isolates from the same anatomical location over time or across different anatomical locations at one time point. The insights in genetic variation that occurred during the infection period contribute to the understanding of infection dynamics. In addition, the obtained knowledge can be used for future research on transmission dynamics and development of public health interventions based on bacterial genomic data.
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Affiliation(s)
- Jolinda de Korne-Elenbaas
- Department of Infectious Diseases, Public Health Laboratory, Public Health Service of Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Medical Microbiology, Amsterdam Institute for Infection and Immunity (AII), location Academic Medical Center, Amsterdam, the Netherlands
| | - Sylvia M. Bruisten
- Department of Infectious Diseases, Public Health Laboratory, Public Health Service of Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, University of Amsterdam, Amsterdam Institute for Infection and Immunity (AII), Amsterdam, the Netherlands
| | - Henry J. C. de Vries
- Amsterdam UMC, University of Amsterdam, Department of Dermatology, Amsterdam Institute for Infection and Immunity (AII), location Academic Medical Center, Amsterdam, the Netherlands
- Center for Sexual Health, Department of Infectious Diseases, Public Health Service Amsterdam, Amsterdam, the Netherlands
| | - Alje P. van Dam
- Department of Infectious Diseases, Public Health Laboratory, Public Health Service of Amsterdam, Amsterdam, the Netherlands
- Amsterdam UMC, University of Amsterdam, Department of Medical Microbiology, Amsterdam Institute for Infection and Immunity (AII), location Academic Medical Center, Amsterdam, the Netherlands
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Town K, Learner ER, Chivukula VL, Mauk K, Reimche JL, Schmerer MW, Black J, Pathela P, Bhattacharyya S, Kerani RP, Gieseker KE, Fukuda A, Sankaran M, McNeil CJ, Spicknall IH, Raphael BH, St Cyr SB, Bernstein K, Kersh EN, Kirkcaldy RD, Schlanger K, Gernert KM. Exploring and Comparing the Structure of Sexual Networks Affected by Neisseria gonorrhoeae Using Sexual Partner Services Investigation and Genomic Data. Sex Transm Dis 2021; 48:S131-S136. [PMID: 34310528 DOI: 10.1097/olq.0000000000001520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Sexual networks are difficult to construct because of incomplete sexual partner data. The proximity of people within a network may be inferred from genetically similar infections. We explored genomic data combined with partner services investigation (PSI) data to extend our understanding of sexual networks affected by Neisseria gonorrhoeae (NG). METHODS We used 2017-2019 PSI and whole-genome sequencing (WGS) data from 8 jurisdictions participating in Centers for Disease Control and Prevention's Strengthening the US Response to Resistant Gonorrhea (SURRG) project. Clusters were identified from sexual contacts and through genetically similar NG isolates. Sexual mixing patterns were characterized by describing the clusters by the individual's gender and gender of their sex partners. RESULTS Our study included 4627 diagnoses of NG infection (81% sequenced), 2455 people received a PSI, 393 people were negative contacts of cases, and 495 were contacts with an unknown NG status. We identified 823 distinct clusters using PSI data combined with WGS data. Of cases that were not linked to any other case using PSI data, 37% were linked when using WGS data. Overall, 40% of PSI cases were allocated to a larger cluster when PSI and WGS data were combined compared with PSI data alone. Mixed clusters containing women, men who report sex with women, and men who report sex with men were common when using the WGS data either alone or in combination with the PSI data. CONCLUSIONS Combining PSI and WGS data improves our understanding of sexual network connectivity.
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Affiliation(s)
- Katy Town
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Emily R Learner
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | | | - Kerry Mauk
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | | | - Matthew W Schmerer
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Jamie Black
- Division of HIV/STD/Viral Hepatitis, Indiana Department of Health, Indianapolis, IN
| | - Preeti Pathela
- Bureau of Sexually Transmitted Infections, New York City Department of Health and Mental Hygiene, Queens, NY
| | | | | | - Karen E Gieseker
- Colorado Department of Public Health and Environment, Denver, CO
| | | | | | - Candice J McNeil
- Department of Health, Wake Forest University School of Medicine/Guilford County, NC
| | - Ian H Spicknall
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Brian H Raphael
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Sancta B St Cyr
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Kyle Bernstein
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Ellen N Kersh
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Robert D Kirkcaldy
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Karen Schlanger
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
| | - Kim M Gernert
- From the Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA
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10
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Cantor A, Dana T, Griffin JC, Nelson HD, Weeks C, Winthrop KL, Chou R. Screening for Chlamydial and Gonococcal Infections: Updated Evidence Report and Systematic Review for the US Preventive Services Task Force. JAMA 2021; 326:957-966. [PMID: 34519797 DOI: 10.1001/jama.2021.10577] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
IMPORTANCE The 2014 US Preventive Services Task Force (USPSTF) recommendation statement supported the effectiveness of screening for chlamydia and gonorrhea in asymptomatic, sexually active women 24 years or younger and in older women at increased risk for infection, although evidence for screening in men was insufficient. OBJECTIVE To update the 2014 USPSTF review on screening for chlamydial and gonococcal infection in adults and adolescents, including those who are pregnant. DATA SOURCES Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, and Ovid MEDLINE (January 1, 2014, through May 28, 2020) with surveillance through May 21, 2021. STUDY SELECTION Randomized clinical trials and observational studies of screening effectiveness, accuracy of risk stratification and alternative screening methods, accuracy of tests, and screening harms. DATA EXTRACTION AND SYNTHESIS One investigator abstracted data; a second checked accuracy. Two investigators independently assessed study quality. MAIN OUTCOMES AND MEASURES Complications of infection; infection transmission or acquisition; diagnostic accuracy of anatomical site-specific testing and collection methods; screening harms. RESULTS Twenty-seven studies were included (N = 179 515). Chlamydia screening compared with no screening was significantly associated with reduced risk of pelvic inflammatory disease (PID) in 2 of 4 trials and with reduced hospital-diagnosed PID (0.24% vs 0.38%); relative risk, 0.6 [95% CI, 0.4-1.0]), but not clinic-diagnosed PID or epididymitis, in the largest trial. In studies of risk prediction instruments in asymptomatic women, age younger than 22 years demonstrated comparable accuracy to extensive criteria. Sensitivity of chlamydial testing was similar at endocervical (89%-100%) and self- and clinician-collected vaginal (90%-100%) sites for women and at meatal (100%), urethral (99%), and rectal (92%) sites for men but lower at pharyngeal sites (69.2%) for men who have sex with men. Sensitivity of gonococcal testing was 89% or greater for all anatomical samples. False-positive and false-negative testing rates were low across anatomical sites and collection methods. CONCLUSIONS AND RELEVANCE Screening for chlamydial infection was significantly associated with a lower risk of PID in young women. Risk prediction criteria demonstrated limited accuracy beyond age. Testing for asymptomatic chlamydial and gonococcal infections was highly accurate at most anatomical sites, including urine and self-collected specimens. Effectiveness of screening in men and during pregnancy, optimal screening intervals, and adverse effects of screening require further evaluation.
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Affiliation(s)
- Amy Cantor
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
- Department of Family Medicine, Oregon Health & Science University, Portland
- Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland
| | - Tracy Dana
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
| | - Jessica C Griffin
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
| | - Heidi D Nelson
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California
| | - Chandler Weeks
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
| | - Kevin L Winthrop
- Department of Medicine, Division of Infectious Diseases, Oregon Health & Science University, Portland
| | - Roger Chou
- Pacific Northwest Evidence-based Practice Center, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland
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11
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Harrison OB, Maiden MCJ. Recent advances in understanding and combatting Neisseria gonorrhoeae: a genomic perspective. Fac Rev 2021; 10:65. [PMID: 34557869 PMCID: PMC8442004 DOI: 10.12703/r/10-65] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The sexually transmitted infection (STI) gonorrhoea remains a major global public health concern. The World Health Organization (WHO) estimates that 87 million new cases in individuals who were 15 to 49 years of age occurred in 2016. The growing number of gonorrhoea cases is concerning given the rise in gonococci developing antimicrobial resistance (AMR). Therefore, a global action plan is needed to facilitate surveillance. Indeed, the WHO has made surveillance leading to the elimination of STIs (including gonorrhoea) a global health priority. The availability of whole genome sequence data offers new opportunities to combat gonorrhoea. This can be through (i) enhanced surveillance of the global prevalence of AMR, (ii) improved understanding of the population biology of the gonococcus, and (iii) opportunities to mine sequence data in the search for vaccine candidates. Here, we review the current status in Neisseria gonorrhoeae genomics. In particular, we explore how genomics continues to advance our understanding of this complex pathogen.
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Affiliation(s)
- Odile B Harrison
- Department of Zoology, University of Oxford, The Peter Medawar Building, Oxford, UK
| | - Martin CJ Maiden
- Department of Zoology, University of Oxford, The Peter Medawar Building, Oxford, UK
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12
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Salmerón P, Moreno-Mingorance A, Trejo J, Amado R, Viñado B, Cornejo-Sanchez T, Alberny M, Barbera MJ, Arando M, Pumarola T, Hoyos-Mallecot Y, Serra-Pladevall J, González-López JJ. Emergence and dissemination of three mild outbreaks of Neisseria gonorrhoeae with high-level resistance to azithromycin in Barcelona, 2016-18. J Antimicrob Chemother 2021; 76:930-935. [PMID: 33367806 DOI: 10.1093/jac/dkaa536] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 12/02/2020] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Neisseria gonorrhoeae (NG) isolates with high-level azithromycin resistance (HL-AziR) have emerged worldwide in recent decades, threatening the sustainability of current dual-antimicrobial therapy. OBJECTIVES This study aimed to characterize the first 16 NG isolates with HL-AziR in Barcelona between 2016 and 2018. METHODS WGS was used to identify the mechanisms of antimicrobial resistance, to establish the MLST ST, NG multiantigen sequence typing (NG-MAST) ST and NG sequence typing for antimicrobial resistance (NG-STAR) ST and to identify the clonal relatedness of the isolates with other closely related NG previously described in other countries based on a whole-genome SNP analysis approach. The sociodemographic characteristics of the patients included in the study were collected by comprehensive review of their medical records. RESULTS Twelve out of 16 HL-AziR isolates belonged to the MLST ST7823/NG-MAST ST5309 genotype and 4 to MLST ST9363/NG-MAST ST3935. All presented the A2059G mutation in all four alleles of the 23S rRNA gene. MLST ST7823/NG-MAST ST5309 isolates were only identified in men who have sex with women and MLST ST9363/NG-MAST ST3935 were found in MSM. Phylogenomic analysis revealed the presence of three transmission clusters of three different NG strains independently associated with sexual behaviour. CONCLUSIONS Our findings support the first appearance of three mild outbreaks of NG with HL-AziR in Spain. These results highlight the continuous capacity of NG to develop antimicrobial resistance and spread among sexual networks. The enhanced resolution of WGS provides valuable information for outbreak investigation, complementing the implementation of public health measures focused on the prevention and dissemination of MDR NG.
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Affiliation(s)
- P Salmerón
- Department of Microbiology, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Plaça Cívica, 08193 Bellaterra, Barcelona, Spain
| | - A Moreno-Mingorance
- Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Plaça Cívica, 08193 Bellaterra, Barcelona, Spain.,Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - J Trejo
- Department of Microbiology, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - R Amado
- Department of Microbiology, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - B Viñado
- Department of Microbiology, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Plaça Cívica, 08193 Bellaterra, Barcelona, Spain
| | - T Cornejo-Sanchez
- Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - M Alberny
- Institut Català de Salut (ICS), Barcelona, Spain
| | - M J Barbera
- Drassanes-Vall d'Hebron Sexually Transmitted Infections Unit, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain.,Universitat de Barcelona, Barcelona, Spain
| | - M Arando
- Drassanes-Vall d'Hebron Sexually Transmitted Infections Unit, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035, Barcelona, Spain
| | - T Pumarola
- Department of Microbiology, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Plaça Cívica, 08193 Bellaterra, Barcelona, Spain.,Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Y Hoyos-Mallecot
- Department of Microbiology, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - J Serra-Pladevall
- Department of Microbiology, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Plaça Cívica, 08193 Bellaterra, Barcelona, Spain.,Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - J J González-López
- Department of Microbiology, Vall d'Hebron Hospital Universitari, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Department of Genetics and Microbiology, Universitat Autònoma de Barcelona, Plaça Cívica, 08193 Bellaterra, Barcelona, Spain.,Vall d'Hebron Institut de Recerca (VHIR), Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain
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13
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Singh R, Kusalik A, Dillon JAR. Bioinformatics tools used for whole-genome sequencing analysis of Neisseria gonorrhoeae: a literature review. Brief Funct Genomics 2021; 21:78-89. [PMID: 34170311 DOI: 10.1093/bfgp/elab028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 05/21/2021] [Accepted: 05/24/2021] [Indexed: 01/02/2023] Open
Abstract
Whole-genome sequencing (WGS) data are well established for the investigation of gonococcal transmission, antimicrobial resistance prediction, population structure determination and population dynamics. A variety of bioinformatics tools, repositories, services and platforms have been applied to manage and analyze Neisseria gonorrhoeae WGS datasets. This review provides an overview of the various bioinformatics approaches and resources used in 105 published studies (as of 30 April 2021). The challenges in the analysis of N. gonorrhoeae WGS datasets, as well as future bioinformatics requirements, are also discussed.
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Affiliation(s)
- Reema Singh
- Department of Biochemistry, Microbiology and Immunology
| | - Anthony Kusalik
- Department of Computer Science at the University of Saskatchewan
| | - Jo-Anne R Dillon
- Department of Biochemistry Microbiology and Immunology, College of Medicine, c/o Vaccine and Infectious Disease Organization, University of Saskatchewan, 120 Veterinary Road, Saskatoon, Saskatchewan S7N5E3, Canada
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14
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Manoharan-Basil SS, Laumen JGE, Van Dijck C, De Block T, De Baetselier I, Kenyon C. Evidence of Horizontal Gene Transfer of 50S Ribosomal Genes rplB, rplD, and rplY in Neisseria gonorrhoeae. Front Microbiol 2021; 12:683901. [PMID: 34177869 PMCID: PMC8222677 DOI: 10.3389/fmicb.2021.683901] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 04/27/2021] [Indexed: 11/25/2022] Open
Abstract
Horizontal gene transfer (HGT) in the penA and multidrug efflux pump genes has been shown to play a key role in the genesis of antimicrobial resistance in Neisseria gonorrhoeae. In this study, we evaluated if there was evidence of HGT in the genes coding for the ribosomal proteins in the Neisseria genus. We did this in a collection of 11,659 isolates of Neisseria, including N. gonorrhoeae and commensal Neisseria species (N. cinerea, N. elongata, N. flavescens, N. mucosa, N. polysaccharea, and N. subflava). Comparative genomic analyses identified HGT events in three genes: rplB, rplD, and rplY coding for ribosomal proteins L2, L4 and L25, respectively. Recombination events were predicted in N. gonorrhoeae and N. cinerea, N. subflava, and N. lactamica were identified as likely progenitors. In total, 2,337, 2,355, and 1,127 isolates possessed L2, L4, and L25 HGT events. Strong associations were found between HGT in L2/L4 and the C2597T 23S rRNA mutation that confers reduced susceptibility to macrolides. Whilst previous studies have found evidence of HGT of entire genes coding for ribosomal proteins in other bacterial species, this is the first study to find evidence of HGT-mediated chimerization of ribosomal proteins.
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Affiliation(s)
| | - Jolein Gyonne Elise Laumen
- Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, Antwerp, Belgium
- Laboratory of Medical Microbiology, Vaccine and Infectious Disease Institute, University of Antwerp, Antwerp, Belgium
| | - Christophe Van Dijck
- Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, Antwerp, Belgium
- Laboratory of Medical Microbiology, Vaccine and Infectious Disease Institute, University of Antwerp, Antwerp, Belgium
| | - Tessa De Block
- Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, Antwerp, Belgium
| | - Irith De Baetselier
- Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, Antwerp, Belgium
| | - Chris Kenyon
- Department of Clinical Sciences, Institute of Tropical Medicine Antwerp, Antwerp, Belgium
- Department of Medicine, University of Cape Town, Cape Town, South Africa
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15
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Sánchez-Busó L, Yeats CA, Taylor B, Goater RJ, Underwood A, Abudahab K, Argimón S, Ma KC, Mortimer TD, Golparian D, Cole MJ, Grad YH, Martin I, Raphael BH, Shafer WM, Town K, Wi T, Harris SR, Unemo M, Aanensen DM. A community-driven resource for genomic epidemiology and antimicrobial resistance prediction of Neisseria gonorrhoeae at Pathogenwatch. Genome Med 2021; 13:61. [PMID: 33875000 PMCID: PMC8054416 DOI: 10.1186/s13073-021-00858-2] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 02/22/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Antimicrobial-resistant (AMR) Neisseria gonorrhoeae is an urgent threat to public health, as strains resistant to at least one of the two last-line antibiotics used in empiric therapy of gonorrhoea, ceftriaxone and azithromycin, have spread internationally. Whole genome sequencing (WGS) data can be used to identify new AMR clones and transmission networks and inform the development of point-of-care tests for antimicrobial susceptibility, novel antimicrobials and vaccines. Community-driven tools that provide an easy access to and analysis of genomic and epidemiological data is the way forward for public health surveillance. METHODS Here we present a public health-focussed scheme for genomic epidemiology of N. gonorrhoeae at Pathogenwatch ( https://pathogen.watch/ngonorrhoeae ). An international advisory group of experts in epidemiology, public health, genetics and genomics of N. gonorrhoeae was convened to inform on the utility of current and future analytics in the platform. We implement backwards compatibility with MLST, NG-MAST and NG-STAR typing schemes as well as an exhaustive library of genetic AMR determinants linked to a genotypic prediction of resistance to eight antibiotics. A collection of over 12,000 N. gonorrhoeae genome sequences from public archives has been quality-checked, assembled and made public together with available metadata for contextualization. RESULTS AMR prediction from genome data revealed specificity values over 99% for azithromycin, ciprofloxacin and ceftriaxone and sensitivity values around 99% for benzylpenicillin and tetracycline. A case study using the Pathogenwatch collection of N. gonorrhoeae public genomes showed the global expansion of an azithromycin-resistant lineage carrying a mosaic mtr over at least the last 10 years, emphasising the power of Pathogenwatch to explore and evaluate genomic epidemiology questions of public health concern. CONCLUSIONS The N. gonorrhoeae scheme in Pathogenwatch provides customised bioinformatic pipelines guided by expert opinion that can be adapted to public health agencies and departments with little expertise in bioinformatics and lower-resourced settings with internet connection but limited computational infrastructure. The advisory group will assess and identify ongoing public health needs in the field of gonorrhoea, particularly regarding gonococcal AMR, in order to further enhance utility with modified or new analytic methods.
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Affiliation(s)
- Leonor Sánchez-Busó
- Centre for Genomic Pathogen Surveillance, Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, Oxfordshire, UK.
- Genomics and Health Area, Foundation for the Promotion of Health and Biomedical Research in the Valencian Community (FISABIO-Public Health), Valencia, Spain.
| | - Corin A Yeats
- Centre for Genomic Pathogen Surveillance, Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, Oxfordshire, UK
| | - Benjamin Taylor
- Centre for Genomic Pathogen Surveillance, Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, Oxfordshire, UK
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, Cambridgeshire, UK
| | - Richard J Goater
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, Cambridgeshire, UK
- European Molecular Biology Lab, Heidelberg, Baden-Wuerttemberg, Germany
| | - Anthony Underwood
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, Cambridgeshire, UK
| | - Khalil Abudahab
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, Cambridgeshire, UK
| | - Silvia Argimón
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, Cambridgeshire, UK
| | - Kevin C Ma
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Tatum D Mortimer
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Daniel Golparian
- World Health Organization Collaborating Centre for Gonorrhoea and Other STIs, Department of Laboratory Medicine, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Michelle J Cole
- National Infection Service, Public Health England, London, UK
| | - Yonatan H Grad
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Division of Infectious Diseases, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Irene Martin
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Manitoba, Canada
| | - Brian H Raphael
- Division of STD prevention, National Center for HIV/AIDS, Viral Hepatitis, STD and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - William M Shafer
- Department of Microbiology and Immunology and Emory Antibiotic Resistance Center, Emory University School of Medicine, Atlanta, GA, USA
- Laboratories of Bacterial Pathogenesis, Veterans Affairs Medical Center, Decatur, GA, USA
| | - Katy Town
- Division of STD prevention, National Center for HIV/AIDS, Viral Hepatitis, STD and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Teodora Wi
- Department of the Global HIV, Hepatitis and STI Programmes, World Health Organization, Geneva, Switzerland
| | - Simon R Harris
- Microbiotica, Biodata Innovation Centre, Cambridge, Cambridgeshire, UK
| | - Magnus Unemo
- World Health Organization Collaborating Centre for Gonorrhoea and Other STIs, Department of Laboratory Medicine, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - David M Aanensen
- Centre for Genomic Pathogen Surveillance, Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, Oxfordshire, UK.
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, Cambridgeshire, UK.
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16
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Osnes MN, van Dorp L, Brynildsrud OB, Alfsnes K, Schneiders T, Templeton KE, Yahara K, Balloux F, Caugant DA, Eldholm V. Antibiotic Treatment Regimes as a Driver of the Global Population Dynamics of a Major Gonorrhea Lineage. Mol Biol Evol 2021; 38:1249-1261. [PMID: 33432328 PMCID: PMC8042733 DOI: 10.1093/molbev/msaa282] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The Neisseria gonorrhoeae multilocus sequence type (ST) 1901 is among the lineages most commonly associated with treatment failure. Here, we analyze a global collection of ST-1901 genomes to shed light on the emergence and spread of alleles associated with reduced susceptibility to extended-spectrum cephalosporins (ESCs). The genetic diversity of ST-1901 falls into a minor and a major clade, both of which were inferred to have originated in East Asia. The dispersal of the major clade from Asia happened in two separate waves expanding from ∼1987 and 1996, respectively. Both waves first reached North America, and from there spread to Europe and Oceania, with multiple secondary reintroductions to Asia. The ancestor of the second wave acquired the penA 34.001 allele, which significantly reduces susceptibility to ESCs. Our results suggest that the acquisition of this allele granted the second wave a fitness advantage at a time when ESCs became the key drug class used to treat gonorrhea. Following its establishment globally, the lineage has served as a reservoir for the repeated emergence of clones fully resistant to the ESC ceftriaxone, an essential drug for effective treatment of gonorrhea. We infer that the effective population sizes of both clades went into decline as treatment schemes shifted from fluoroquinolones via ESC monotherapy to dual therapy with ceftriaxone and azithromycin in Europe and the United States. Despite the inferred recent population size decline, the short evolutionary path from the penA 34.001 allele to alleles providing full ceftriaxone resistance is a cause of concern.
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Affiliation(s)
- Magnus N Osnes
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
- Department of Biostatistics, Institute of Basic Medical Sciences, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Lucy van Dorp
- UCL Genetics Institute, University College London, London, United Kingdom
| | - Ola B Brynildsrud
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Kristian Alfsnes
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Thamarai Schneiders
- Division of Infection Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Kate E Templeton
- Department of Laboratory Medicine, Royal Infirmary of Edinburgh, NHS Lothian, Edinburgh, United Kingdom
| | - Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Francois Balloux
- UCL Genetics Institute, University College London, London, United Kingdom
| | - Dominique A Caugant
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Vegard Eldholm
- Division of Infectious Disease Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
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17
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Yahara K, Ma KC, Mortimer TD, Shimuta K, Nakayama SI, Hirabayashi A, Suzuki M, Jinnai M, Ohya H, Kuroki T, Watanabe Y, Yasuda M, Deguchi T, Eldholm V, Harrison OB, Maiden MCJ, Grad YH, Ohnishi M. Emergence and evolution of antimicrobial resistance genes and mutations in Neisseria gonorrhoeae. Genome Med 2021; 13:51. [PMID: 33785063 PMCID: PMC8008663 DOI: 10.1186/s13073-021-00860-8] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 02/24/2021] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Antimicrobial resistance in Neisseria gonorrhoeae is a global health concern. Strains from two internationally circulating sequence types, ST-7363 and ST-1901, have acquired resistance to third-generation cephalosporins, mainly due to mosaic penA alleles. These two STs were first detected in Japan; however, the timeline, mechanism, and process of emergence and spread of these mosaic penA alleles to other countries remain unknown. METHODS We studied the evolution of penA alleles by obtaining the complete genomes from three Japanese ST-1901 clinical isolates harboring mosaic penA allele 34 (penA-34) dating from 2005 and generating a phylogenetic representation of 1075 strains sampled from 35 countries. We also sequenced the genomes of 103 Japanese ST-7363 N. gonorrhoeae isolates from 1996 to 2005 and reconstructed a phylogeny including 88 previously sequenced genomes. RESULTS Based on an estimate of the time-of-emergence of ST-1901 (harboring mosaic penA-34) and ST-7363 (harboring mosaic penA-10), and > 300 additional genome sequences of Japanese strains representing multiple STs isolated in 1996-2015, we suggest that penA-34 in ST-1901 was generated from penA-10 via recombination with another Neisseria species, followed by recombination with a gonococcal strain harboring wildtype penA-1. Following the acquisition of penA-10 in ST-7363, a dominant sub-lineage rapidly acquired fluoroquinolone resistance mutations at GyrA 95 and ParC 87-88, by independent mutations rather than horizontal gene transfer. Data in the literature suggest that the emergence of these resistance determinants may reflect selection from the standard treatment regimens in Japan at that time. CONCLUSIONS Our findings highlight how antibiotic use and recombination across and within Neisseria species intersect in driving the emergence and spread of drug-resistant gonorrhea.
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Affiliation(s)
- Koji Yahara
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan.
| | - Kevin C Ma
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Tatum D Mortimer
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Ken Shimuta
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
- Department of Bacteriology I, National Institute of Infectious Diseases, Tokyo, Japan
| | - Shu-Ichi Nakayama
- Department of Bacteriology I, National Institute of Infectious Diseases, Tokyo, Japan
| | - Aki Hirabayashi
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Masato Suzuki
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Michio Jinnai
- Department of Microbiology, Kanagawa Prefectural Institute of Public Health, Chigasaki, Kanagawa, Japan
| | - Hitomi Ohya
- Department of Microbiology, Kanagawa Prefectural Institute of Public Health, Chigasaki, Kanagawa, Japan
| | - Toshiro Kuroki
- Department of Microbiology, Kanagawa Prefectural Institute of Public Health, Chigasaki, Kanagawa, Japan
- Present address: Faculty of Veterinary Medicine, Okayama University of Science, 1-3 Ikoinooka, Imabari, Ehime, 794-8555, Japan
| | - Yuko Watanabe
- Department of Microbiology, Kanagawa Prefectural Institute of Public Health, Chigasaki, Kanagawa, Japan
| | - Mitsuru Yasuda
- Center for Nutrition Support and Infection Control, Gifu University Hospital, Gifu, Japan
| | - Takashi Deguchi
- Department of Urology, Kizawa Memorial Hospital, Gifu, Japan
| | - Vegard Eldholm
- Division of Infection Control and Environmental Health, Norwegian Institute of Public Health, Oslo, Norway
| | | | | | - Yonatan H Grad
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Makoto Ohnishi
- Department of Bacteriology I, National Institute of Infectious Diseases, Tokyo, Japan.
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Antiseptic mouthwash for gonorrhoea prevention (OMEGA): a randomised, double-blind, parallel-group, multicentre trial. THE LANCET. INFECTIOUS DISEASES 2021; 21:647-656. [PMID: 33676595 DOI: 10.1016/s1473-3099(20)30704-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 07/17/2020] [Accepted: 08/10/2020] [Indexed: 01/09/2023]
Abstract
BACKGROUND To address the increasing incidence of gonorrhoea and antimicrobial resistance, we compared the efficacy of Listerine and Biotène mouthwashes for preventing gonorrhoea among men who have sex with men (MSM). METHODS The OMEGA trial was a multicentre, parallel-group, double-blind randomised controlled trial among MSM, done at three urban sexual health clinics and one general practice clinic in Australia. Men were eligible if they were diagnosed with oropharyngeal gonorrhoea by nucleic acid amplification test (NAAT) in the previous 30 days or were aged 16-24 years. They were randomly assigned to receive Listerine (intervention) or Biotène (control) via a computer-generated sequence (1:1 ratio, block size of four). Participants, clinicians, data collectors, data analysts, and outcome adjudicators were masked to the interventions after assignment. Participants were instructed to rinse and gargle with 20 mL of mouthwash for 60 s at least once daily for 12 weeks. Oropharyngeal swabs were collected by research nurses every 6 weeks, and participants provided saliva samples every 3 weeks, to be tested for Neisseria gonorrhoeae with NAAT and quantitative PCR. The primary outcome was proportion of MSM diagnosed with oropharyngeal N gonorrhoeae infection at any point over the 12-week period, defined as a positive result for either oropharyngeal swabs or saliva samples by NAAT, and the cumulative incidence of oropharyngeal gonorrhoea at the week 12 visit. A modified intention-to-treat analysis for the primary outcome was done that included men who provided at least one follow-up specimen over the 12-week study period. The trial was registered on the Australian and New Zealand Clinical Trials Registry (ACTRN12616000247471). FINDINGS Between March 30, 2016, and Oct 26, 2018, 786 MSM were screened and 256 were excluded. 264 MSM were randomly assigned to the Biotène group and 266 to the Listerine group. The analysis population included 227 (86%) men in the Biotène group and 219 (82%) in the Listerine group. Oropharyngeal gonorrhoea was detected in ten (4%) of 227 of MSM in the Biotène group and in 15 (7%) of 219 in the Listerine group (adjusted risk difference 2·5%, 95% CI -1·8 to 6·8). The cumulative incidence of oropharyngeal gonorrhoea at the week 12 visit did not differ between the two mouthwash groups (adjusted risk difference 3·1%, 95% CI -1·4 to 7·7). INTERPRETATION Listerine did not reduce the incidence of oropharyngeal gonorrhoea compared with Biotène. However, previous research suggests that mouthwash might reduce the infectivity of oropharyngeal gonorrhoea; therefore, further studies of mouthwash examining its inhibitory effect on N gonorrhoeae are warranted to determine if it has a potential role for the prevention of transmission. FUNDING Australian National Health and Medical Research Council.
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Aitolo GL, Adeyemi OS, Afolabi BL, Owolabi AO. Neisseria gonorrhoeae Antimicrobial Resistance: Past to Present to Future. Curr Microbiol 2021; 78:867-878. [PMID: 33528603 DOI: 10.1007/s00284-021-02353-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 01/10/2021] [Indexed: 11/27/2022]
Abstract
Neisseria gonorrhoeae (gonococcus) is a Gram-negative bacterium that causes gonorrhoea-a sexually transmitted disease. This gonococcus has progressively developed resistance to most of the available antimicrobials. Only a few countries around the world have been able to run extensive surveillance programmes on gonococcal infection and antimicrobial resistance, raising a global concern. Thus, this review focuses on the mechanisms of resistance to recommended antimicrobials in the past and present time. The approaches by the scientific community in the development of novel technologies such as whole-genome sequencing to predict antimicrobial resistance, track gonococcal transmission, as well as, introduce new therapeutics like Solithromycin, Zoliflodacin, and Gepotidacin were also discussed.
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Affiliation(s)
- Georgina L Aitolo
- Department of Microbiology, Landmark University, Omu-Aran, Kwara State, Nigeria.
| | - Oluyomi S Adeyemi
- Professor of Biochemistry Medicinal Biochemistry, Infectious Diseases, Nanomedicine & Toxicology Laboratory, Department of Biochemistry, Landmark University, Omu-Aran, Kwara State, Nigeria
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20
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Martín-Sánchez M, Case R, Fairley C, Hocking JS, Bradshaw C, Ong J, Chen MY, Chow EPF. Trends and differences in sexual practices and sexually transmitted infections in men who have sex with men only (MSMO) and men who have sex with men and women (MSMW): a repeated cross-sectional study in Melbourne, Australia. BMJ Open 2020; 10:e037608. [PMID: 33234617 PMCID: PMC7689083 DOI: 10.1136/bmjopen-2020-037608] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 10/19/2020] [Accepted: 10/29/2020] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVES In the 2010s, there has been an increase in sexually transmitted infections (STI) in men who have sex with men (MSM) in Australia, and since 2015 also in urban heterosexuals. Men who have sex with both men and women (MSMW) have characteristics that may differ from both men who have sex with men only (MSMO) and heterosexual men. We aimed to compare the sexual practices and the trends in HIV/STI positivity between MSMO and MSMW. DESIGN Repeated cross-sectional study. SETTING A sexual health centre in Melbourne, Australia. PARTICIPANTS MSM aged 18 years and above who attended the Melbourne Sexual Health Centre for the first time between 2011 and 2018. This includes 12 795 MSMO and 1979 MSMW. PRIMARY OUTCOME MEASURES Demographic characterics, sexual practices and HIV/STI positivity. RESULTS Compared with MSMW, MSMO were more likely to practice anal sex and to have condomless receptive anal sex with casual male partners, and less likely to have a current regular relationship. Over the 8-year period, there was an increase in condomless receptive anal sex with casual male partners for both groups (MSMO: from 46.2% to 63.3%, ptrend <0.001; MSMW: from 41.3% to 57.9%, ptrend=0.011). Syphilis positivity increased in MSMO (from 5.5% to 7.9%, ptrend=0.012) and MSMW (from 0.9% to 6.4%, ptrend=0.004) and HIV remained stable. Gonorrhoea increased among MSMO from 2011 to 2014 (from 6.7% to 9.6%, ptrend=0.002), and remained stable from 2015 to 2018. MSMO had higher odds of testing positive for gonorrhoea (adjusted OR (aOR) 1.36, 95% CI 1.13 to 1.64), chlamydia (aOR 1.39, 95% CI 1.16 to 1.67), syphilis (aOR 1.74, 95% CI 1.37 to 2.22) and HIV (aOR 4.60, 95% CI 2.43 to 8.70) than MSMW. CONCLUSIONS MSMW have overall lower condomless sex and lower HIV/STI positivity. In the last years, changes in sexual practices in MSM have affected both MSMW and MSMO leading to an increased STI risk.
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Affiliation(s)
- Mario Martín-Sánchez
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Preventive Medicine and Public Health Training Unit, Parc de Salut Mar - Pompeu Fabra University - Agència de Salut Pública de Barcelona (PSMar-UPF-ASPB), Barcelona, Spain
| | - Richard Case
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
| | - Christopher Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Jane S Hocking
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Catriona Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Jason Ong
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Marcus Y Chen
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
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21
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Whole-genome sequencing as part of national and international surveillance programmes for antimicrobial resistance: a roadmap. BMJ Glob Health 2020; 5:e002244. [PMID: 33239336 PMCID: PMC7689591 DOI: 10.1136/bmjgh-2019-002244] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 03/18/2020] [Accepted: 03/27/2020] [Indexed: 12/26/2022] Open
Abstract
The global spread of antimicrobial resistance (AMR) and lack of novel alternative treatments have been declared a global public health emergency by WHO. The greatest impact of AMR is experienced in resource-poor settings, because of lack of access to alternative antibiotics and because the prevalence of multidrug-resistant bacterial strains may be higher in low-income and middle-income countries (LMICs). Intelligent surveillance of AMR infections is key to informed policy decisions and public health interventions to counter AMR. Molecular surveillance using whole-genome sequencing (WGS) can be a valuable addition to phenotypic surveillance of AMR. WGS provides insights into the genetic basis of resistance mechanisms, as well as pathogen evolution and population dynamics at different spatial and temporal scales. Due to its high cost and complexity, WGS is currently mainly carried out in high-income countries. However, given its potential to inform national and international action plans against AMR, establishing WGS as a surveillance tool in LMICs will be important in order to produce a truly global picture. Here, we describe a roadmap for incorporating WGS into existing AMR surveillance frameworks, including WHO Global Antimicrobial Resistance Surveillance System, informed by our ongoing, practical experiences developing WGS surveillance systems in national reference laboratories in Colombia, India, Nigeria and the Philippines. Challenges and barriers to WGS in LMICs will be discussed together with a roadmap to possible solutions.
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Kirkcaldy RD, Weston E, Segurado AC, Hughes G. Epidemiology of gonorrhoea: a global perspective. Sex Health 2020; 16:401-411. [PMID: 31505159 DOI: 10.1071/sh19061] [Citation(s) in RCA: 126] [Impact Index Per Article: 25.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Accepted: 07/19/2019] [Indexed: 12/14/2022]
Abstract
Although understanding the local epidemiology of gonorrhoea is critical for local efforts, understanding the multinational epidemiology may support development of national and international prevention and control policies and strategies. In this paper, current epidemiology of gonorrhoea is reviewed through an international lens and with a focus on selected populations. The World Health Organization (WHO) estimates that ~87 million new gonococcal infections occurred among people aged 15-49 years in 2016. Gonorrhoea rates are rising in many countries. Gay, bisexual and other men who have sex with men, racial or ethnic minorities, Indigenous populations and sex workers appear to bear disproportionate burdens of gonorrhoea. International travel can facilitate spread of gonorrhoea, including resistant strains, across international borders. Critical gaps in epidemiological knowledge are highlighted, including data on gonorrhoea among transgender persons and the burden of extragenital gonorrhoea. Even as further data are gathered, action - informed by currently available data - is needed now to confront this growing international threat.
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Affiliation(s)
- Robert D Kirkcaldy
- Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA 30329, USA; and Corresponding author.
| | - Emily Weston
- Division of STD Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA 30329, USA
| | - Aluisio C Segurado
- Faculty of Medicine, University of São Paulo, Avenida Doutor Arnaldo, 455, 01246-903 São Paulo-SP, Brazil
| | - Gwenda Hughes
- Faculty of Medicine, University of São Paulo, Avenida Doutor Arnaldo, 455, 01246-903 São Paulo-SP, Brazil; and HIV & STI Department, National Infection Service, Public Health England, 61 Colindale Avenue, London NW9 5EQ, UK
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23
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Buckley C, Beatson SA, Limnios A, Lahra MM, Whiley DM, Forde BM. Whole-genome sequencing as an improved means of investigating Neisseria gonorrhoeae treatment failures. Sex Health 2020; 16:500-507. [PMID: 31481151 DOI: 10.1071/sh19012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 08/22/2019] [Indexed: 11/23/2022]
Abstract
Background Although rare, Neisseria gonorrhoeae treatment failures associated with ceftriaxone have been reported. The World Health Organization (WHO) recommends standardised protocols to verify these cases. Two cases from Australia were previously investigated using N. gonorrhoeae multiantigen sequence typing (NG-MAST), which has been used extensively to assess treatment failures. Case 1 pharyngeal isolates were indistinguishable, whereas Case 2 pharyngeal isolates were distinguished based on an 18-bp deletion in the major outer membrane porin encoded by the porB gene, questioning the reliability of NG-MAST results. Here we used whole-genome sequencing (WGS) to reinvestigate Cases 1 and 2, with a view to examining WGS to assess treatment failures. METHODS Pre- and post-treatment isolates for each case underwent Illumina sequencing, and the two post-treatment isolates underwent additional long-read sequencing using Pacific Biosciences. Sequence data were interrogated to identify differences at single nucleotide resolution. RESULTS WGS identified variation in the pilin subunit encoded by the pilE locus for both cases and the specific 18-bp porB deletion in Case 2 was confirmed, but otherwise the isolates in each case were indistinguishable. CONCLUSIONS The WHO recommends standardised protocols for verifying N. gonorrhoeae treatment failures. Case 2 highlights the enhanced resolution of WGS over NG-MAST and emphasises the immediate effect that WGS can have in a direct clinical application for N. gonorrhoeae. Assessing the whole genome compared with two highly variable regions also provides a more confident predictor for determining treatment failure. Furthermore, WGS facilitates rapid comparisons of these cases in the future.
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Affiliation(s)
- Cameron Buckley
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Herston, Qld 4029, Australia
| | - Scott A Beatson
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, Qld 4072, Australia; and Australian Centre for Ecogenomics, The University of Queensland, Brisbane, Qld 4072, Australia; and School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Qld 4072, Australia
| | - Athena Limnios
- WHO Collaborating Centre for STI and AMR, Microbiology Department, New South Wales Health Pathology, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Monica M Lahra
- WHO Collaborating Centre for STI and AMR, Microbiology Department, New South Wales Health Pathology, Prince of Wales Hospital, Sydney, NSW 2031, Australia; and School of Medical Sciences, UNSW, Sydney, NSW 2052, Australia
| | - David M Whiley
- Faculty of Medicine, UQ Centre for Clinical Research, The University of Queensland, Herston, Qld 4029, Australia; and Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, Qld 4072, Australia; and Pathology Queensland, Microbiology Department, Herston, Qld 4029, Australia
| | - Brian M Forde
- Australian Infectious Diseases Research Centre, The University of Queensland, Brisbane, Qld 4072, Australia; and Australian Centre for Ecogenomics, The University of Queensland, Brisbane, Qld 4072, Australia; and School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, Qld 4072, Australia; and Corresponding author:
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Ma KC, Mortimer TD, Hicks AL, Wheeler NE, Sánchez-Busó L, Golparian D, Taiaroa G, Rubin DHF, Wang Y, Williamson DA, Unemo M, Harris SR, Grad YH. Adaptation to the cervical environment is associated with increased antibiotic susceptibility in Neisseria gonorrhoeae. Nat Commun 2020; 11:4126. [PMID: 32807804 PMCID: PMC7431566 DOI: 10.1038/s41467-020-17980-1] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 07/24/2020] [Indexed: 01/01/2023] Open
Abstract
Neisseria gonorrhoeae is an urgent public health threat due to rapidly increasing incidence and antibiotic resistance. In contrast with the trend of increasing resistance, clinical isolates that have reverted to susceptibility regularly appear, prompting questions about which pressures compete with antibiotics to shape gonococcal evolution. Here, we used genome-wide association to identify loss-of-function (LOF) mutations in the efflux pump mtrCDE operon as a mechanism of increased antibiotic susceptibility and demonstrate that these mutations are overrepresented in cervical relative to urethral isolates. This enrichment holds true for LOF mutations in another efflux pump, farAB, and in urogenitally-adapted versus typical N. meningitidis, providing evidence for a model in which expression of these pumps in the female urogenital tract incurs a fitness cost for pathogenic Neisseria. Overall, our findings highlight the impact of integrating microbial population genomics with host metadata and demonstrate how host environmental pressures can lead to increased antibiotic susceptibility.
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Affiliation(s)
- Kevin C Ma
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Tatum D Mortimer
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Allison L Hicks
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Nicole E Wheeler
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, UK
| | - Leonor Sánchez-Busó
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, UK
| | - Daniel Golparian
- WHO Collaborating Centre for Gonorrhoea and other STIs, Swedish Reference Laboratory for STIs, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - George Taiaroa
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Daniel H F Rubin
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Yi Wang
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Deborah A Williamson
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, VIC, Australia
| | - Magnus Unemo
- WHO Collaborating Centre for Gonorrhoea and other STIs, Swedish Reference Laboratory for STIs, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Simon R Harris
- Microbiotica Ltd, Biodata Innovation Centre, Wellcome Genome Campus, Hinxton, Cambridgeshire, UK
| | - Yonatan H Grad
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
- Division of Infectious Diseases, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
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Ngetsa CJ, Heymann MW, Thiong'o A, Wahome E, Mwambi J, Karani C, Menza NC, Mwashigadi G, Muturi MW, Graham SM, Mugo PM, Sanders EJ. Rectal gonorrhoea and chlamydia among men who have sex with men in coastal Kenya. Wellcome Open Res 2020; 4:79. [PMID: 32647750 PMCID: PMC7323594 DOI: 10.12688/wellcomeopenres.15217.4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2020] [Indexed: 11/20/2022] Open
Abstract
Background: Men who have sex with men (MSM) have a higher prevalence of Chlamydia trachomatis (CT) and Neisseria gonorrhoeae (NG) infections compared to the rest of the population, often remaining undiagnosed. In Kenya, prevalence of rectal CT and NG infection and NG antimicrobial sensitivity are poorly described. Methods: MSM who reported receptive anal intercourse (RAI) were recruited from an ongoing human immunodeficiency virus acquisition and treatment study in coastal Kenya in 2016-2017. Rectal swabs were collected at two time points 6 months apart to estimate prevalence and incidence of CT/NG infection using a molecular point-of-care assay. Participants positive for CT or NG were treated according to national guidelines. NG culture and antimicrobial susceptibility testing was performed. Participant and risk behaviour characteristics were collected and association with baseline CT/NG prevalence assessed by multivariable regression analysis. Results: Prevalence of CT/NG in 104 MSM was 21.2% (CT 13.5%, NG 9.6%, dual infection 1.9%) at baseline and 25.9% in 81 MSM at follow-up (CT 14.8%, NG 14.8%, dual infection 3.7%). CT/NG incidence was estimated at 53.0 (95% CI, 34.5-81.3) per 100 person-years. Most CT/NG positive participants were asymptomatic: 95.5% at baseline and 100% at follow-up. CT/NG infection was associated with being paid for sex [adjusted odds ratio (aOR)=6.2, 95% CI (1.7-22.9)] and being in formal employment [aOR=7.5, 95% CI (1.1-49.2)]. Six NG isolates were obtained at follow-up; all were susceptible to ceftriaxone and cefixime and all were resistant to penicillin, tetracycline and ciprofloxacin. Conclusions: There is a high prevalence and incidence of asymptomatic rectal CT and NG in MSM reporting RAI in coastal Kenya. MSM who were paid for sex or had formal employment were more likely to be infected with CT/NG suggesting increased risk behaviour during transactional sex. Antimicrobial susceptibility results suggest that current antibiotic choices in Kenya are appropriate for NG treatment.
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Affiliation(s)
- Caroline J. Ngetsa
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Marc W. Heymann
- Department of Medicine, Barts and The London NHS Trust, London, E11BB, UK
| | - Alex Thiong'o
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elizabeth Wahome
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - John Mwambi
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Clara Karani
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Nelson C. Menza
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Grace Mwashigadi
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Margaret W. Muturi
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Susan M. Graham
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Peter M. Mugo
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Eduard J. Sanders
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Nuffield Department of Medicine, University of Oxford, Headington, UK
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Gen2EpiGUI: User-Friendly Pipeline for Analyzing Whole-Genome Sequencing Data for Epidemiological Studies of Neisseria gonorrhoeae. Sex Transm Dis 2020; 47:e42-e44. [DOI: 10.1097/olq.0000000000001206] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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Town K, Field N, Harris SR, Sánchez-Busó L, Cole MJ, Pitt R, Fifer H, Mohammed H, Hughes G. Phylogenomic analysis of Neisseria gonorrhoeae transmission to assess sexual mixing and HIV transmission risk in England: a cross-sectional, observational, whole-genome sequencing study. THE LANCET. INFECTIOUS DISEASES 2020; 20:478-486. [PMID: 31978353 PMCID: PMC7099395 DOI: 10.1016/s1473-3099(19)30610-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 08/21/2019] [Accepted: 10/10/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND Characterising sexual networks with transmission of sexually transmitted infections might allow identification of individuals at increased risk of infection. We aimed to investigate sexual mixing in Neisseria gonorrhoeae transmission networks between women, heterosexual men, and men who report sex with men (MSM), and between people with and without HIV. METHODS In this cross-sectional observational study, we whole-genome sequenced N gonorrhoeae isolates from the archive of the Gonococcal Resistance to Antimicrobials Surveillance Programme (GRASP).w Isolates that varied by five single nucleotide polymorphisms or fewer were grouped into clusters that represented sexual networks with N gonorrhoeae transmission. Clusters were described by gender, sexual risk group, and HIV status. FINDINGS We sequenced 1277 N gonorrhoeae isolates with linked clinical and sociodemographic data that were collected in five clinics in England during 2013-16 (July 1 to Sept 30 in 2013-15; July 1 to Sept 9 in 2016). The isolates grouped into 213 clusters. 30 (14%) clusters contained isolates from heterosexual men and MSM but no women and three (1%) clusters contained isolates from only women and MSM. 146 (69%) clusters comprised solely people with negative or unknown HIV status and seven (3%) comprised only HIV-positive people. 60 (28%) clusters comprised MSM with positive and negative or unknown HIV status. INTERPRETATION N gonorrhoeae molecular data can provide information indicating risk of HIV or other sexually transmitted infections for some individuals for whom such risk might not be known from clinical history. These findings have implications for sexual health care, including offering testing, prevention advice, and preventive treatment, such as HIV pre-exposure prophylaxis. FUNDING National Institute for Health Research Health Protection Research Unit; Wellcome; Public Health England.
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Affiliation(s)
- Katy Town
- National Institute for Health Research Health Protection Research Unit in Blood Borne and Sexually Transmitted Infections, University College London, London, UK; Centre for Molecular Epidemiology and Translational Research, Institute for Global Health, University College London, London, UK; National Infection Service, Public Health England, London, UK.
| | - Nigel Field
- Centre for Molecular Epidemiology and Translational Research, Institute for Global Health, University College London, London, UK
| | | | - Leonor Sánchez-Busó
- Centre for Genomic Pathogen Surveillance, Wellcome Sanger Institute, Hinxton, UK; Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Michelle J Cole
- National Infection Service, Public Health England, London, UK
| | - Rachel Pitt
- National Infection Service, Public Health England, London, UK
| | - Helen Fifer
- National Infection Service, Public Health England, London, UK
| | - Hamish Mohammed
- National Infection Service, Public Health England, London, UK
| | - Gwenda Hughes
- National Institute for Health Research Health Protection Research Unit in Blood Borne and Sexually Transmitted Infections, University College London, London, UK; National Infection Service, Public Health England, London, UK
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Ngetsa CJ, Heymann MW, Thiong'o A, Wahome E, Mwambi J, Karani C, Menza NC, Mwashigadi G, Muturi MW, Graham SM, Mugo PM, Sanders EJ. Rectal gonorrhoea and chlamydia among men who have sex with men in coastal Kenya. Wellcome Open Res 2020; 4:79. [PMID: 32647750 PMCID: PMC7323594 DOI: 10.12688/wellcomeopenres.15217.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/13/2020] [Indexed: 11/05/2023] Open
Abstract
Background: Men who have sex with men (MSM) have a higher prevalence of Chlamydia trachomatis (CT) and Neisseria gonorrhoeae (NG) infections compared to the rest of the population, often remaining undiagnosed. In Kenya, prevalence of rectal CT and NG infection and NG antimicrobial sensitivity are poorly described. Methods: MSM who reported receptive anal intercourse (RAI) were recruited from an ongoing human immunodeficiency virus acquisition and treatment study in coastal Kenya in 2016-2017. Rectal swabs were collected at two time points 6 months apart to estimate prevalence and incidence of CT/NG infection using a molecular point-of-care assay. Participants positive for CT or NG were treated according to national guidelines. NG culture and antimicrobial susceptibility testing was performed. Participant and risk behaviour characteristics were collected and association with baseline CT/NG prevalence assessed by multivariable regression analysis. Results: Prevalence of CT/NG in 104 MSM was 21.2% (CT 13.5%, NG 9.6%, dual infection 1.9%) at baseline and 25.9% in 81 MSM at follow-up (CT 14.8%, NG 14.8%, dual infection 3.7%). CT/NG incidence was estimated at 53.0 (95% CI, 34.5-81.3) per 100 person-years. Most CT/NG positive participants were asymptomatic: 95.5% at baseline and 100% at follow-up. CT/NG infection was associated with being paid for sex [adjusted odds ratio (aOR)=6.2, 95% CI (1.7-22.9)] and being in formal employment [aOR=7.5, 95% CI (1.1-49.2)]. Six NG isolates were obtained at follow-up; all were susceptible to ceftriaxone and cefixime and all were resistant to penicillin, tetracycline and ciprofloxacin. Conclusions: There is a high prevalence and incidence of asymptomatic rectal CT and NG in MSM reporting RAI in coastal Kenya. MSM who were paid for sex or had formal employment were more likely to be infected with CT/NG suggesting increased risk behaviour during transactional sex. Antimicrobial susceptibility results suggest that current antibiotic choices in Kenya are appropriate for NG treatment.
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Affiliation(s)
- Caroline J. Ngetsa
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Marc W. Heymann
- Department of Medicine, Barts and The London NHS Trust, London, E11BB, UK
| | - Alex Thiong'o
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elizabeth Wahome
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - John Mwambi
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Clara Karani
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Nelson C. Menza
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Grace Mwashigadi
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Margaret W. Muturi
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Susan M. Graham
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Peter M. Mugo
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Eduard J. Sanders
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Nuffield Department of Medicine, University of Oxford, Headington, UK
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Ngetsa CJ, Heymann MW, Thiong'o A, Wahome E, Mwambi J, Karani C, Menza NC, Mwashigadi G, Muturi MW, Graham SM, Mugo PM, Sanders EJ. Rectal gonorrhoea and chlamydia among men who have sex with men in coastal Kenya. Wellcome Open Res 2019; 4:79. [PMID: 32647750 PMCID: PMC7323594 DOI: 10.12688/wellcomeopenres.15217.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2019] [Indexed: 09/10/2023] Open
Abstract
Background: Men who have sex with men (MSM) have a higher prevalence of Chlamydia trachomatis (CT) and Neisseria gonorrhoeae (NG) infections compared to the rest of the population, often remaining undiagnosed. In Kenya, prevalence of rectal CT and NG infection and NG antimicrobial sensitivity are poorly described. Methods: MSM who reported receptive anal intercourse (RAI) were recruited from an ongoing human immunodeficiency virus acquisition and treatment study in coastal Kenya in 2016-2017. Rectal swabs were collected at two time points 6 months apart to estimate prevalence and incidence of CT/NG infection using a molecular point-of-care assay. Participants positive for CT or NG were treated according to national guidelines. NG culture and antimicrobial susceptibility testing was performed. Participant and risk behaviour characteristics were collected and association with baseline CT/NG prevalence assessed by multivariable regression analysis. Results: Prevalence of CT/NG in 104 MSM was 21.2% (CT 13.5%, NG 9.6%, dual infection 1.9%) at baseline and 25.9% in 81 MSM at follow-up (CT 14.8%, NG 14.8%, dual infection 3.7%). CT/NG incidence was estimated at 53.0 (95% CI, 34.5-81.3) per 100 person-years. Most CT/NG positive participants were asymptomatic: 95.5% at baseline and 100% at follow-up. CT/NG infection was associated with being paid for sex [adjusted odds ratio (aOR)=6.2, 95% CI (1.7-22.9)] and being in formal employment [aOR=7.5, 95% CI (1.1-49.2)]. Six NG isolates were obtained at follow-up; all were susceptible to ceftriaxone and cefixime and all were resistant to penicillin, tetracycline and ciprofloxacin. Conclusions: There is a high prevalence and incidence of asymptomatic rectal CT and NG in MSM reporting RAI in coastal Kenya. MSM who were paid for sex or had formal employment were more likely to be infected with CT/NG suggesting increased risk behaviour during transactional sex. Antimicrobial susceptibility results suggest that current antibiotic choices in Kenya are appropriate for NG treatment.
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Affiliation(s)
- Caroline J. Ngetsa
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Marc W. Heymann
- Department of Medicine, Barts and The London NHS Trust, London, E11BB, UK
| | - Alex Thiong'o
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elizabeth Wahome
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - John Mwambi
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Clara Karani
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Nelson C. Menza
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Grace Mwashigadi
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Margaret W. Muturi
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Susan M. Graham
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Peter M. Mugo
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Eduard J. Sanders
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Nuffield Department of Medicine, University of Oxford, Headington, UK
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Bridging of Neisseria gonorrhoeae lineages across sexual networks in the HIV pre-exposure prophylaxis era. Nat Commun 2019; 10:3988. [PMID: 31488838 PMCID: PMC6728426 DOI: 10.1038/s41467-019-12053-4] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Accepted: 08/19/2019] [Indexed: 11/08/2022] Open
Abstract
Whole genome sequencing (WGS) has been used to investigate transmission of Neisseria gonorrhoeae, but to date, most studies have not combined genomic data with detailed information on sexual behaviour to define the extent of transmission across population risk groups (bridging). Here, through combined epidemiological and genomic analysis of 2,186N. gonorrhoeae isolates from Australia, we show widespread transmission of N. gonorrhoeae within and between population groups. We describe distinct transmission clusters associated with men who have sex with men (MSM) and heterosexuals, and men who have sex with men and women (MSMW) are identified as a possible bridging population between these groups. Further, the study identifies transmission of N. gonorrhoeae between HIV-positive and HIV-negative individuals receiving pre-exposure prophylaxis (PrEP). Our data highlight several groups that can be targeted for interventions aimed at improving gonorrhoea control, including returning travellers, sex workers, and PrEP users. Here, Williamson et al. combine epidemiological and genomic analysis of 2,186 Neisseria gonorrhoeae isolates from Australia and show that men who have sex with men and women are a possible ‘bridging’ population between men who have sex with men and heterosexuals.
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Ngetsa CJ, Heymann MW, Thiong'o A, Wahome E, Mwambi J, Karani C, Menza NC, Mwashigadi G, Muturi MW, Graham SM, Mugo PM, Sanders EJ. Rectal gonorrhoea and chlamydia among men who have sex with men in coastal Kenya. Wellcome Open Res 2019; 4:79. [PMID: 32647750 PMCID: PMC7323594 DOI: 10.12688/wellcomeopenres.15217.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/08/2019] [Indexed: 11/05/2023] Open
Abstract
Background: Men who have sex with men (MSM) experience a high burden of Chlamydia trachomatis (CT) and Neisseria gonorrhoea (NG) infections. These remain largely undiagnosed in the context of syndromic treatment. In Kenya, prevalence of rectal CT and NG infection and NG antimicrobial sensitivity are poorly described. Methods: MSM who reported receptive anal intercourse (RAI) were recruited from an ongoing human immunodeficiency virus acquisition and treatment study in coastal Kenya in 2016-2017. Rectal swabs were collected at two time points 6 months apart to estimate prevalence of CT/NG using a molecular point-of-care assay. Participants positive for CT or NG were treated according to national guidelines. NG culture and antimicrobial susceptibility testing was performed. Participant and risk behaviour characteristics were collected and association with baseline CT/NG prevalence was assessed by multivariable regression analysis. Results: Prevalence of CT/NG in 104 MSM was 21.2% (CT 13.5%, NG 9.6%, dual infection 1.9%) at baseline and 25% in 84 MSM at follow-up (CT 14.3%, NG 14.3%, dual infection 3.6%). Most CT/NG positive participants were asymptomatic: 95.5% at baseline and 100% at follow-up. CT/NG infection was associated with being paid for sex (aOR=6.2, 95%CI (1.7-22.9)) and being in formal employment (aOR=7.5, 95%CI (1.14-49.2)). Six NG isolates were obtained at follow-up; all isolates were susceptible to ceftriaxone and cefixime (1 st line treatment for NG) and all were resistant to penicillin, tetracycline and ciprofloxacin. Conclusions: The high prevalence of asymptomatic rectal CT and NG in MSM reporting RAI demonstrates the need for frequent screening or presumptive treatment. MSM who were paid for sex or had formal employment were more likely to be infected with CT/NG, suggesting increased risk behaviour during transactional sex. Antimicrobial susceptibility results suggest that current antibiotic choices in Kenya are appropriate for NG treatment.
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Affiliation(s)
- Caroline J. Ngetsa
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Marc W. Heymann
- Department of Medicine, Barts and The London NHS Trust, London, E11BB, UK
| | - Alex Thiong'o
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Elizabeth Wahome
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - John Mwambi
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Clara Karani
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Nelson C. Menza
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Grace Mwashigadi
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Margaret W. Muturi
- Department of Medical Laboratory Sciences, Kenyatta University, Nairobi, Kenya
| | - Susan M. Graham
- Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Peter M. Mugo
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
| | - Eduard J. Sanders
- Department of Bioscience, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Nuffield Department of Medicine, University of Oxford, Headington, UK
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Chow EPF, Cornelisse VJ, Williamson DA, Priest D, Hocking JS, Bradshaw CS, Read TRH, Chen MY, Howden BP, Fairley CK. Kissing may be an important and neglected risk factor for oropharyngeal gonorrhoea: a cross-sectional study in men who have sex with men. Sex Transm Infect 2019; 95:516-521. [PMID: 31073095 DOI: 10.1136/sextrans-2018-053896] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 03/03/2019] [Accepted: 03/24/2019] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVES A mathematical model suggested that a significant proportion of oropharyngeal gonorrhoea cases are acquired via oropharynx-to-oropharynx transmission (ie, tongue-kissing), but to date, no empirical study has investigated this. This study aimed to examine the association between kissing and oropharyngeal gonorrhoea among gay and bisexual men who have sex with men (MSM). METHODS MSM attending a public sexual health centre in Melbourne, Australia, between March 2016 and February 2017 were invited to participate in a brief survey that collected data on their number of male partners in the last 3 months, in three distinct categories: kissing-only (ie, no sex including no oral and/or anal sex), sex-only (ie, any sex without kissing), and kissing-with-sex (ie, kissing with any sex). Univariable and multivariable logistic regression analyses were performed to examine associations between oropharyngeal gonorrhoea positivity by nucleic acid amplification tests and the three distinct partner categories. RESULTS A total of 3677 men completed the survey and were tested for oropharyngeal gonorrhoea. Their median age was 30 (IQR 25-37) and 6.2% (n=229) had oropharyngeal gonorrhoea. Men had a mean number of 4.3 kissing-only, 1.4 sex-only, and 5.0 kissing-with-sex partners in the last 3 months. Kissing-only and kissing-with-sex were associated with oropharyngeal gonorrhoea, but sex-only was not. The adjusted odds for having oropharyngeal gonorrhoea were 1.46-fold (95% CI 1.04 to 2.06) for men with ≥4 kissing-only partners and 1.81-fold (95% CI 1.17 to 2.79) for men with ≥4 kissing-with-sex partners. CONCLUSIONS These data suggest that kissing may be associated with transmission of oropharyngeal gonorrhoea in MSM, irrespective of whether sex also occurs.
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Affiliation(s)
- Eric P F Chow
- Central Clinical School, Monash University, Melbourne, Victoria, Australia .,Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Vincent J Cornelisse
- Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Deborah A Williamson
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - David Priest
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Jane S Hocking
- Melbourne School of Population and Global Health, University of Melbourne, Carlton, Victoria, Australia
| | - Catriona S Bradshaw
- Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Tim R H Read
- Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Marcus Y Chen
- Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Benjamin P Howden
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Christopher K Fairley
- Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
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Cornelisse VJ, Williamson D, Zhang L, Chen MY, Bradshaw C, Hocking JS, Hoy J, Howden BP, Chow EPF, Fairley CK. Evidence for a new paradigm of gonorrhoea transmission: cross-sectional analysis of Neisseria gonorrhoeae infections by anatomical site in both partners in 60 male couples. Sex Transm Infect 2019; 95:437-442. [PMID: 30996106 DOI: 10.1136/sextrans-2018-053803] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2018] [Revised: 02/12/2019] [Accepted: 03/03/2019] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE Gonorrhoea transmission between men is currently thought to occur primarily to and from the urethra. Transmission without urethral involvement, from throat-to-throat and throat-to-anus, is considered to be uncommon. Using gonorrhoea results from male couples, we aimed to investigate the transmission dynamics of gonorrhoea. If current medical consensus is correct, then most throat and anal infections should be explained by the partner's urethral infection. METHODS This is a cross-sectional analysis of gonorrhoea diagnosed by nucleic acid amplification tests in both partners in male couples who attended Melbourne Sexual Health Centre together between March 2015 and June 2017. Isolates obtained from culture-positive infections underwent whole genome sequencing to assess phylogenetic relatedness between partners. RESULTS In all 60 couples (120 men) at least one partner had gonorrhoea, and isolates had very high phylogenetic relatedness between partners. After excluding men with urethral gonorrhoea, among 32 men with anal gonorrhoea, 34% (95% CI 19% to 53 %) had a partner with throat gonorrhoea. After excluding couples where either man had urethral gonorrhoea, among 48 couples in which at least one man had throat gonorrhoea, in 23% (95% CI 12% to 37 %) of couples both men had throat gonorrhoea. CONCLUSIONS The observed gonorrhoea positivity when urethral infection is absent supports a new paradigm of gonorrhoea transmission, where the throat is a major source of gonorrhoea transmission between men, through tongue kissing, oroanal sex and saliva use as anal lubricant. Public health messages may need to address the risk of saliva exposure during sex.
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Affiliation(s)
- Vincent Jasper Cornelisse
- Melbourne Sexual Health Centre, Carlton, Victoria, Australia .,Prahran Market Clinic, Prahran, Victoria, Australia.,Central Clinical School, Monash University, Prahran, Victoria, Australia.,Department of Infectious Diseases, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Deborah Williamson
- Melbourne Diagnostic Unit Public Health Laboratory, Peter Doherty Institute, University of Melbourne, Melbourne, Sydney, Australia
| | - Lei Zhang
- Melbourne Sexual Health Centre, Carlton, Victoria, Australia.,Central Clinical School, Monash University, Prahran, Victoria, Australia.,The Kirby Institute, UNSW Australia, Kensington, New South Wales, Australia
| | - Marcus Y Chen
- Melbourne Sexual Health Centre, Carlton, Victoria, Australia.,Central Clinical School, Monash University, Prahran, Victoria, Australia
| | - Catriona Bradshaw
- Melbourne Sexual Health Centre, Carlton, Victoria, Australia.,Central Clinical School, Monash University, Prahran, Victoria, Australia
| | - Jane S Hocking
- Melbourne School of Population and Global Health, University of Melbourne, Carlton, Victoria, Australia
| | - Jennifer Hoy
- Central Clinical School, Monash University, Prahran, Victoria, Australia.,Department of Infectious Diseases, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Benjamin P Howden
- Melbourne Diagnostic Unit Public Health Laboratory, Peter Doherty Institute, University of Melbourne, Melbourne, Sydney, Australia.,Doherty Applied Microbial Genomics, Peter Doherty Institute, Department of Microbiology and Immunology, University of Melbourne, Melbourne, Sydney, Australia
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Carlton, Victoria, Australia.,Central Clinical School, Monash University, Prahran, Victoria, Australia
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Carlton, Victoria, Australia.,Central Clinical School, Monash University, Prahran, Victoria, Australia
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Mortimer TD, Grad YH. Applications of genomics to slow the spread of multidrug-resistant Neisseria gonorrhoeae. Ann N Y Acad Sci 2018; 1435:93-109. [PMID: 29876934 DOI: 10.1111/nyas.13871] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 05/07/2018] [Indexed: 01/05/2023]
Abstract
Infections with Neisseria gonorrhoeae, a sexually transmitted pathogen that causes urethritis, cervicitis, and more severe complications, are increasing. Gonorrhea is typically treated with antibiotics; however, N. gonorrhoeae has rapidly acquired resistance to many antibiotic classes, and lineages with reduced susceptibility to the currently recommended therapies are emerging worldwide. In this review, we discuss the contributions of whole genome sequencing (WGS) to our understanding of resistant N. gonorrhoeae. Genomics has illuminated the evolutionary origins and population structure of N. gonorrhoeae and the magnitude of horizontal gene transfer within and between Neisseria species. WGS can be used to predict the susceptibility of N. gonorrhoeae based on known resistance determinants, track the spread of these determinants throughout the N. gonorrhoeae population, and identify novel loci contributing to resistance. WGS has also allowed more detailed epidemiological analysis of transmission of N. gonorrhoeae between individuals and populations than previously used typing methods. Ongoing N. gonorrhoeae genomics will complement other laboratory techniques to understand the biology and evolution of the pathogen, improve diagnostics and treatment in the clinic, and inform public health policies to limit the impact of antibiotic resistance.
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Affiliation(s)
- Tatum D Mortimer
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Yonatan H Grad
- Department of Immunology and Infectious Diseases, Harvard T. H. Chan School of Public Health, Boston, Massachusetts.,Division of Infectious Diseases, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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35
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Cassell JA. Highlights from this issue. Br J Vener Dis 2018. [DOI: 10.1136/sextrans-2018-053564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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