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Carvajal-Garcia J, Bracey H, Johnson AE, Hernandez Viera AJ, Egli M, Simsek EN, Jaremba EA, Kim K, Merrikh H. A small molecule that inhibits the evolution of antibiotic resistance. NAR MOLECULAR MEDICINE 2024; 1:ugae001. [PMID: 38911259 PMCID: PMC11188740 DOI: 10.1093/narmme/ugae001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 12/11/2023] [Accepted: 01/04/2024] [Indexed: 06/25/2024]
Abstract
Antibiotic resistance rapidly develops against almost all available therapeutics. Therefore, searching for new antibiotics to overcome the problem of antibiotic resistance alone is insufficient. Given that antibiotic resistance can be driven by mutagenesis, an avenue for preventing it is the inhibition of mutagenic processes. We previously showed that the DNA translocase Mfd is mutagenic and accelerates antibiotic resistance development. Here, we present our discovery of a small molecule that inhibits Mfd-dependent mutagenesis, ARM-1 (anti-resistance molecule 1). We found ARM-1 using a high-throughput, small molecule, in vivo screen. Using biochemical assays, we characterized the mechanism by which ARM-1 inhibits Mfd. Critically, we found that ARM-1 reduces mutagenesis and significantly delays antibiotic resistance development across highly divergent bacterial pathogens. These results demonstrate that the mutagenic proteins accelerating evolution can be directly inhibited. Furthermore, our findings suggest that Mfd inhibition, alongside antibiotics, is a potentially effective approach for prevention of antibiotic resistance development during treatment of infections.
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Affiliation(s)
| | - Harrison Bracey
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
| | - Anna E Johnson
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
| | | | - Martin Egli
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
| | - Esra N Simsek
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
| | - Emily A Jaremba
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
| | - Kwangho Kim
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37232, USA
| | - Houra Merrikh
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
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2
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Riou J, Althaus CL, Allen H, Cole MJ, Grad YH, Heijne JCM, Unemo M, Low N. Projecting the development of antimicrobial resistance in Neisseria gonorrhoeae from antimicrobial surveillance data: a mathematical modelling study. BMC Infect Dis 2023; 23:252. [PMID: 37081443 PMCID: PMC10116452 DOI: 10.1186/s12879-023-08200-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 03/27/2023] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND The World Health Organization recommends changing the first-line antimicrobial treatment for gonorrhoea when ≥ 5% of Neisseria gonorrhoeae cases fail treatment or are resistant. Susceptibility to ceftriaxone, the last remaining treatment option has been decreasing in many countries. We used antimicrobial resistance surveillance data and developed mathematical models to project the time to reach the 5% threshold for resistance to first-line antimicrobials used for N. gonorrhoeae. METHODS We used data from the Gonococcal Resistance to Antimicrobials Surveillance Programme (GRASP) in England and Wales from 2000-2018 about minimum inhibitory concentrations (MIC) for ciprofloxacin, azithromycin, cefixime and ceftriaxone and antimicrobial treatment in two groups, heterosexual men and women (HMW) and men who have sex with men (MSM). We developed two susceptible-infected-susceptible models to fit these data and produce projections of the proportion of resistance until 2030. The single-step model represents the situation in which a single mutation results in antimicrobial resistance. In the multi-step model, the sequential accumulation of resistance mutations is reflected by changes in the MIC distribution. RESULTS The single-step model described resistance to ciprofloxacin well. Both single-step and multi-step models could describe azithromycin and cefixime resistance, with projected resistance levels higher with the multi-step than the single step model. For ceftriaxone, with very few observed cases of full resistance, the multi-step model was needed to describe long-term dynamics of resistance. Extrapolating from the observed upward drift in MIC values, the multi-step model projected ≥ 5% resistance to ceftriaxone could be reached by 2030, based on treatment pressure alone. Ceftriaxone resistance was projected to rise to 13.2% (95% credible interval [CrI]: 0.7-44.8%) among HMW and 19.6% (95%CrI: 2.6-54.4%) among MSM by 2030. CONCLUSIONS New first-line antimicrobials for gonorrhoea treatment are needed. In the meantime, public health authorities should strengthen surveillance for AMR in N. gonorrhoeae and implement strategies for continued antimicrobial stewardship. Our models show the utility of long-term representative surveillance of gonococcal antimicrobial susceptibility data and can be adapted for use in, and for comparison with, other countries.
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Affiliation(s)
- Julien Riou
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.
| | - Christian L Althaus
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | | | | | | | - Janneke C M Heijne
- Centre for Infectious Diseases Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands
- Department of Social Medicine, Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, The Netherlands
| | | | - Nicola Low
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
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3
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Nowack N, Skaletz-Rorowski A, Potthoff A. [Sexually transmitted infections under the influence of the COVID-19 pandemic]. DERMATOLOGIE (HEIDELBERG, GERMANY) 2023; 74:129-136. [PMID: 36688954 PMCID: PMC9869301 DOI: 10.1007/s00105-022-05099-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 12/06/2022] [Indexed: 01/24/2023]
Abstract
Sexually transmitted infections (STI) in Germany are constantly rising. STI screening and testing decreased during the coronavirus disease 2019 (COVID-19) pandemic due to redistribution of public health resources. During the pandemic, there was a decline in the diagnosis of STIs. A minor aspect of this could be explained by reductions in the number of sexual contacts and therefore actual reduced infections, but the greater aspect seems to be due to underdiagnosis. A dramatic surge of infections is expected in the next few years. It is of utmost importance to resume STI screening for early detection and treatment and thereby lowering the transmission of STIs.
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Affiliation(s)
- Nico Nowack
- WIR - Walk In Ruhr, Zentrum für Sexuelle Gesundheit und Medizin, St. Elisabeth-Hospital Bochum, Ruhr-Universität Bochum, Große Beckstr. 12, 44787, Bochum, Deutschland
- Interdisziplinäre Immunologische Ambulanz, Zentrum für Sexuelle Gesundheit und Medizin, Klinik für Dermatologie, Venerologie und Allergologie, Ruhr-Universität Bochum, Bochum, Deutschland
| | - Adriane Skaletz-Rorowski
- WIR - Walk In Ruhr, Zentrum für Sexuelle Gesundheit und Medizin, St. Elisabeth-Hospital Bochum, Ruhr-Universität Bochum, Große Beckstr. 12, 44787, Bochum, Deutschland
- Interdisziplinäre Immunologische Ambulanz, Zentrum für Sexuelle Gesundheit und Medizin, Klinik für Dermatologie, Venerologie und Allergologie, Ruhr-Universität Bochum, Bochum, Deutschland
| | - Anja Potthoff
- WIR - Walk In Ruhr, Zentrum für Sexuelle Gesundheit und Medizin, St. Elisabeth-Hospital Bochum, Ruhr-Universität Bochum, Große Beckstr. 12, 44787, Bochum, Deutschland.
- Interdisziplinäre Immunologische Ambulanz, Zentrum für Sexuelle Gesundheit und Medizin, Klinik für Dermatologie, Venerologie und Allergologie, Ruhr-Universität Bochum, Bochum, Deutschland.
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Azithromycin and Doxycycline Resistance Profiles of U.S. Mycoplasma genitalium Strains and Their Association with Treatment Outcomes. J Clin Microbiol 2021; 59:e0081921. [PMID: 34406799 PMCID: PMC8525566 DOI: 10.1128/jcm.00819-21] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Mycoplasma genitalium is a sexually transmitted bacterium associated with nongonococcal urethritis (NGU) in men and cervicitis, endometritis, and pelvic inflammatory disease in women. Effective treatment is challenging due to the inherent, and increasingly acquired, antibiotic resistance in this pathogen. In our treatment trial conducted from 2007 to 2011 in Seattle, WA, we demonstrated poor efficacy of azithromycin (AZM) and doxycycline (DOX) against M. genitalium among men with NGU. In the present study, we cultured M. genitalium from 74 of 80 (92.5%) PCR-positive men at enrollment (V-1) and defined the MICs of AZM (N = 56 isolates) of DOX (N = 62 isolates). Susceptibility to AZM was bimodal; MICs were >8 μg/ml (44.6%) and <0.004 μg/ml (55.4%) for these isolates. The association of MIC with treatment efficacy was determined for men initially treated with either AZM (N = 30) or DOX (N = 24). Men treated with AZM were more likely to experience microbiologic treatment failure (P < 0.001) if infected with isolates that had AZM MICs of >8 μg/ml (18/18 men) than those with isolates that had AZM MICs of <0.004 μg/ml (1/12 men). Clinical treatment failure also was more likely to occur (P = 0.002) with AZM MICs of >8 μg/ml (12/18 men) than with AZM MICs of <0.004 μg/ml (1/12 men). In contrast, DOX MICs ranged from <0.125 to 2 μg/ml and were not correlated with microbiologic (P = 0.71) or clinical treatment (P = 0.41) failure, demonstrating no relationship between DOX MICs and treatment efficacy. Given the rapid spread of AZM resistance and the emergence of quinolone resistance, the current second-line therapy, monitoring MICs and evaluating other potential treatments for M. genitalium will be critical.
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Kenyon C, De Baetselier I, Vanbaelen T, Buyze J, Florence E. The Population-Level Effect of Screening for Mycoplasma genitalium on Antimicrobial Resistance: A Quasi-Experimental Study. Sex Transm Dis 2021; 48:629-634. [PMID: 34110732 DOI: 10.1097/olq.0000000000001404] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND No studies have evaluated the utility and risks of screening for Mycoplasma genitalium in men who have sex with men taking preexposure prophylaxis (PrEP). We made use of a quasi-experimental design to evaluate the effect of screening for M. genitalium in a demonstration PrEP cohort with 3-monthly follow-up. METHODS We compared the proportion of PrEP participants with M. genitalium clearance, the duration of persistence, proportion with incident symptoms, the incidence of fluoroquinolone and macrolide resistance, and the proportion of noncleared infections with resistance-associated mutations between 2 groups: those in whom the first episode of M. genitalium was treated and those in whom it was not treated. RESULTS M. genitalium was detected in 70 of 179 individuals. The first episode of infection was treated in 46 individuals. Treatment was not significantly associated with the incidence of symptomatic infections or the acquisition of genotypic resistance. Treatment was associated with a higher probability of clearance of infection but at the expense of increasing the proportion of remaining infections that were resistant. In the nontreated group, the infections that did not clear were less likely to be fluoroquinolone resistant (1/6 [16.7%]) than those that did clear (4/4 [100%]; P = 0.048). In contrast, in the treated group, there was no significant difference in the proportion of fluoroquinolone resistance between the infections that persisted and cleared. CONCLUSIONS If screening and treatment increase the ratio of resistant to susceptible M. genitalium in a population, then this could play a role in the spread of antimicrobial resistance.
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Affiliation(s)
| | | | - Thibaut Vanbaelen
- From the HIV/STI Unit, Institute of Tropical Medicine, Antwerp, Belgium
| | - Jozefien Buyze
- From the HIV/STI Unit, Institute of Tropical Medicine, Antwerp, Belgium
| | - Eric Florence
- From the HIV/STI Unit, Institute of Tropical Medicine, Antwerp, Belgium
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6
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Xu X, Bradshaw CS, Chow EPF, Ong JJ, Hocking JS, Fairley CK, Zhang L. Modelling the multiple anatomical site transmission of Mycoplasma genitalium among men who have sex with men in Australia. Sci Rep 2021; 11:11087. [PMID: 34045569 PMCID: PMC8160207 DOI: 10.1038/s41598-021-90627-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 05/11/2021] [Indexed: 12/04/2022] Open
Abstract
Mycoplasma genitalium (M. genitalium) is a recently recognised and important sexually transmitted infection among men who have sex with men (MSM). The role of oral sex, rimming, and kissing on M. genitalium transmission in MSM is unclear. We created four deterministic susceptible-infectious-susceptible epidemic models to examine the role that different sexual behaviours play in transmitting M. genitalium at the oropharynx, urethra anorectum among men who have sex with men in Australia. Our results suggest that oral and anal sex without other sexual practices (model 1) replicate well single site infection at the oropharynx, urethra and anorectum and also multi-site infection. If kissing or rimming are added to model 1 (i.e., model 2–4) no substantial improvements in the calibration of the models occur. Model 1 estimates that 3.4% of infections occur at the oropharynx, 34.8% at the urethra and 61.8% at the anorectum. Model 1 also estimates that the proportion of incident M. genitalium transmitted by anal sex was 82.4%, and by oral sex was about 17.6%. Our findings could provide an enhanced understanding of M. genitalium transmission in MSM, thus providing insights into what sexual practices contribute most to transmission.
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Affiliation(s)
- Xianglong Xu
- China Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, 710061, Shaanxi, People's Republic of China.,Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Catriona S Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Jason J Ong
- China Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, 710061, Shaanxi, People's Republic of China.,Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Jane S Hocking
- China Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, 710061, Shaanxi, People's Republic of China.,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Christopher K Fairley
- China Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, 710061, Shaanxi, People's Republic of China.,Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Lei Zhang
- China Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, 710061, Shaanxi, People's Republic of China. .,Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia. .,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia. .,Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, People's Republic of China.
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7
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Ong JJ, Ruan L, Lim AG, Bradshaw CS, Taylor-Robinson D, Unemo M, Horner PJ, Vickerman P, Zhang L. Impact of screening on the prevalence and incidence of Mycoplasma genitalium and its macrolide resistance in men who have sex with men living in Australia: A mathematical model. EClinicalMedicine 2021; 33:100779. [PMID: 33842867 PMCID: PMC8020166 DOI: 10.1016/j.eclinm.2021.100779] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 02/11/2021] [Accepted: 02/12/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Mycoplasma genitalium (MG) causes a sexually transmitted infection (STI) with a rising rate of antimicrobial resistance. Currently, guidelines do not recommend screening asymptomatic men who have sex with men (MSM). We developed a mathematical model of MG transmission to examine the impact of various screening strategies on the incidence and prevalence of MG among MSM attending a sexual health clinic. METHODS A compartmental mathematical model of MG transmission among MSM was constructed and calibrated using data from the Melbourne Sexual Health center, where resistance-guided therapy provides high treatment effectiveness (92-95%). The model stratified men by symptom status, sexual risk behaviours and whether or not they had MG with macrolide resistance. We simulated the impact on endemic steady-state MG prevalence and incidence of the following screening scenarios, namely screening: 1) no MSM; 2) only symptomatic MSM (the current recommendation); 3) all symptomatic and high-risk asymptomatic MSM; and 4) all MSM. Our base case analysis assumed a treatment effectiveness of 92-95% using resistance-guided therapy. We also examined the impact of treatment effectiveness (i.e. the proportion of detected MG that were cured) and screening coverage (i.e. testing rate) on MG prevalence. FINDINGS The model predicts that the overall endemic MG prevalence is 9.1% (95% CI: 7.9-10.0) in the current situation where screening is only offered to symptomatic MSM (base-case). This would increase to 11·4% (95% confidence intervals (CI): 10.2-13.7) if no MSM are offered screening, but would decrease to 7.3% (95% CI: 5.7-8.4) if all symptomatic and high-risk asymptomatic MSM were offered screening and 6.4% (95% CI: 4.7-7·7) if all MSM were offered screening. Increasing coverage of MSM screening strategies shows a similar effect on decreasing endemic MG incidence. When evaluating the simultaneous impact of treatment effectiveness and screening coverage, we found that offering screening to more MSM may reduce the overall prevalence but leads to a higher proportion of macrolide-resistant MG, particularly when using treatment regimens with lower effectiveness. INTERPRETATION Based on the available treatment options, offering screening for MG to other MSM (beyond the currently recommended group of symptomatic MSM) could slightly reduce the prevalence and incidence of MG. However, further increasing screening coverage must be weighed against the impact of lower treatment effectiveness (i.e. when not using resistance-guided therapy), increasing the selection of macrolide resistance, and other negative consequences related to AMR and management (e.g. unnecessary psychological morbidity from infections that do not need treatment).
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Affiliation(s)
- Jason J. Ong
- Central Clinical School, Monash University, Victoria, Melbourne, Australia
- Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, 710061, China
- Corresponding authors.
| | - Luanqi Ruan
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, 710061, China
- Research Base of Key Laboratory of Surveillance and Early Warning on Infectious Disease, Shanghai Pudong New Area Center for Disease Control and Prevention, Shanghai, China
| | - Aaron G. Lim
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | | | | | - Magnus Unemo
- WHO Collaborating Centre for Gonorrhoea and other STIs, Örebro University, Örebro, Sweden
| | - Patrick J. Horner
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Peter Vickerman
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom
| | - Lei Zhang
- Central Clinical School, Monash University, Victoria, Melbourne, Australia
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi, 710061, China
- Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Corresponding authors.
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