1
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Bell I PJ, Muniyan R. Synergistic pathogenesis: exploring biofilms, efflux pumps and secretion systems in Acinetobacter baumannii and Staphylococcus aureus. Arch Microbiol 2025; 207:134. [PMID: 40314822 DOI: 10.1007/s00203-025-04336-w] [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: 01/29/2025] [Revised: 04/03/2025] [Accepted: 04/17/2025] [Indexed: 05/03/2025]
Abstract
Antimicrobial resistance (AMR) is a growing global health crisis, particularly among ESKAPE pathogens: Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter species. Among them, A. baumannii and S. aureus are major contributors to nosocomial infections, with high prevalence in intensive care units and immunocompromised patients. Their ability to resist multiple antibiotic classes complicates treatment strategies, leading to increased morbidity and mortality. Key resistance mechanisms, including biofilm formation, efflux pump activity, and horizontal gene transfer, enhance their survival and persistence. Furthermore, interactions during polymicrobial infections intensify disease severity through synergistic effects that promote both virulence and resistance. The epidemiological burden of these pathogens highlights the urgent need for novel antimicrobial strategies and targeted interventions. This review explores their virulence factors, resistance mechanisms, pathogenic interactions, and clinical implications, emphasizing the necessity of innovative therapeutic approaches to combat their growing threat.
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Affiliation(s)
- Praisy Joy Bell I
- School of Bio Sciences and Technology (SBST), Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India
| | - Rajiniraja Muniyan
- School of Bio Sciences and Technology (SBST), Vellore Institute of Technology, Vellore, 632014, Tamil Nadu, India.
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2
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Li M, Jian Q, Ye X, Jing M, Wu J, Wu Z, Ruan Y, Long X, Zhang R, Ren H, Sun J, Liu Y, Liao X, Lian X. Mechanisms of mepA Overexpression and Membrane Potential Reduction Leading to Ciprofloxacin Heteroresistance in a Staphylococcus aureus Isolate. Int J Mol Sci 2025; 26:2372. [PMID: 40076991 PMCID: PMC11901101 DOI: 10.3390/ijms26052372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Revised: 03/02/2025] [Accepted: 03/04/2025] [Indexed: 03/14/2025] Open
Abstract
Heteroresistance has seriously affected the evaluation of antibiotic efficacy against pathogenic bacteria, causing misjudgment of antibiotics' sensitivity in clinical therapy, leading to treatment failure, and posing a serious threat to current medical health. However, the mechanism of Staphylococcus aureus heteroresistance to ciprofloxacin remains unclear. In this study, heteroresistance to ciprofloxacin in S. aureus strain 529 was confirmed by antimicrobial susceptibility testing and population analysis profiling (PAP), with the resistance of subclonal 529_HR based on MIC being 8-fold that of the original bacteria. A 7-day serial MIC evaluation and growth curves demonstrate that their phenotype was stable, with 529_HR growing more slowly than 529, but reaching a plateau in a similar proportion. WGS analysis showed that there were 11 nonsynonymous mutations and one deletion gene between the two bacteria, but none of these SNPs were directly associated with ciprofloxacin resistance. Transcriptome data analysis showed that the expression of membrane potential related genes (qoxA, qoxB, qoxC, qoxD, mprF) was downregulated, and the expression of multidrug resistance efflux pump gene mepA was upregulated. The combination of ciprofloxacin and limonene restored the 529_HR MIC from 1 mg/L to 0.125 mg/L. Measurement of the membrane potential found that 529_HR had a lower potential, which may enable it to withstand the ciprofloxacin-induced decrease in membrane potential. In summary, we demonstrated that upregulation of mepA gene expression and a reduction in membrane potential are the main heteroresistance mechanisms of S. aureus to ciprofloxacin. Additionally, limonene may be a potentially effective agent to inhibit ciprofloxacin heteroresistance phenotypes.
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Affiliation(s)
- Mengyuan Li
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Qianting Jian
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Xinyi Ye
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Mou Jing
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Jia’en Wu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Zhihong Wu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Yali Ruan
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Xiaoling Long
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Rongmin Zhang
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Hao Ren
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Jian Sun
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Yahong Liu
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Xiaoping Liao
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
| | - Xinlei Lian
- State Key Laboratory for Animal Disease Control and Prevention, South China Agricultural University, Guangzhou 510642, China; (M.L.); (Q.J.)
- National Risk Assessment Laboratory for Antimicrobial Resistance of Animal Original Bacteria, South China Agricultural University, Guangzhou 510642, China
- Guangdong Provincial Key Laboratory of Veterinary Pharmaceutics Development and Safety Evaluation, South China Agricultural University, Guangzhou 510642, China
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Mapar M, Rydzak T, Hommes JW, Surewaard BGJ, Lewis IA. Diverse molecular mechanisms underpinning Staphylococcus aureus small colony variants. Trends Microbiol 2025; 33:223-232. [PMID: 39393939 DOI: 10.1016/j.tim.2024.09.007] [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: 05/01/2024] [Revised: 09/19/2024] [Accepted: 09/20/2024] [Indexed: 10/13/2024]
Abstract
Small colony variants (SCVs) of Staphylococcus aureus are a relatively rare but clinically significant growth morphotype. Infections with SCVs are frequently difficult to treat, inherently antibiotic-resistant, and can lead to persistent infections. Despite a long history of research, the molecular underpinnings of this morphotype and their impact on the clinical trajectory of infections remain unclear. However, a growing body of literature indicates that SCVs are caused by a diverse range of molecular factors. These recent findings suggest that SCVs should be thought of as an ensemble collection of loosely related phenotypes, and not as a single phenomenon. This review describes the diverse mechanisms currently known to contribute to SCVs and proposes an ensemble model for conceptualizing this morphotype.
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Affiliation(s)
- Maryam Mapar
- Alberta Centre for Advanced Diagnostics, Department of Biological Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Thomas Rydzak
- Alberta Centre for Advanced Diagnostics, Department of Biological Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Josefien W Hommes
- Department of Microbiology, Immunology and Infectious Diseases, Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Bas G J Surewaard
- Department of Microbiology, Immunology and Infectious Diseases, Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ian A Lewis
- Alberta Centre for Advanced Diagnostics, Department of Biological Sciences, University of Calgary, Calgary, Alberta, Canada.
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Xu L, Mo X, Zhang H, Wan F, Luo Q, Xiao Y. Epidemiology, mechanisms, and clinical impact of bacterial heteroresistance. NPJ ANTIMICROBIALS AND RESISTANCE 2025; 3:7. [PMID: 39875628 PMCID: PMC11775119 DOI: 10.1038/s44259-025-00076-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 01/09/2025] [Indexed: 01/30/2025]
Abstract
Bacterial heteroresistance, a phenomenon where subpopulations within a bacterial strain exhibit significantly reduced antibiotic susceptibility compared to the main population, poses a major challenge in managing infectious diseases. It is considered an intermediate stage in the evolution of bacteria towards full resistance. Heteroresistant strains often have a minimal inhibitory concentration (MIC) that appears sensitive, making detection and differentiation in clinical settings difficult. As a result, the impact on clinical outcomes is challenging to fully understand, as it often remains "hidden". In recent years, heteroresistance has received increasing attention. However, it is still poorly understood and underappreciated. We provide an overview of the epidemiology, mechanisms, and clinical impact of heteroresistance. This review underscores the critical importance of understanding and addressing bacterial heteroresistance in the ongoing fight against antibiotic resistance and infectious diseases.
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Affiliation(s)
- Linna Xu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Rescarch Center for Infectious Diseases, China-Singapore Belt and Road Joint Laboratory on Infection Research and Drug Development, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
| | - Xiaofen Mo
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Rescarch Center for Infectious Diseases, China-Singapore Belt and Road Joint Laboratory on Infection Research and Drug Development, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
- School of Laboratory Medicine and Biotechnology, Hangzhou Medical College, Hangzhou, 310000, China
| | - Hui Zhang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Rescarch Center for Infectious Diseases, China-Singapore Belt and Road Joint Laboratory on Infection Research and Drug Development, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
- School of Laboratory Medicine and Biotechnology, Hangzhou Medical College, Hangzhou, 310000, China
| | - Fen Wan
- School of Laboratory Medicine and Biotechnology, Hangzhou Medical College, Hangzhou, 310000, China
| | - Qixia Luo
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Rescarch Center for Infectious Diseases, China-Singapore Belt and Road Joint Laboratory on Infection Research and Drug Development, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China.
| | - Yonghong Xiao
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Rescarch Center for Infectious Diseases, China-Singapore Belt and Road Joint Laboratory on Infection Research and Drug Development, National Medical Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China
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5
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Ma S, Xu Y, Ma J, Luo D, Huang Z, Wang L, Xie W, Luo Z, Zhang H, Jiang J, Jin Y, Zhang J, Zhu J, Wang Z. Mechanisms of Staphylococcus aureus Antibiotics Resistance Revealed by Adaptive Laboratory Evolution. Curr Microbiol 2025; 82:46. [PMID: 39762552 DOI: 10.1007/s00284-024-03980-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 11/07/2024] [Indexed: 01/12/2025]
Abstract
Infection caused by drug-resistant Staphylococcus aureus is a serious public health and veterinary concern. Lack of a comprehensive understanding of the mechanisms underlying the emergence of drug-resistant strains, it makes S. aureus one of the most intractable pathogenic bacteria. To identify mutations that confer resistance to anti-S. aureus drugs, we established a laboratory-based adaptive evolution system and performed 10 rounds of evolution experiments against 15 clinically used antibiotics. We discovered a panel of known and novel resistance-associated sites after performing whole-genome sequencing. Furthermore, we found that the resistance evolved at distinct rates. For example, streptomycin, rifampicin, fusidic acid and novobiocin all developed significant resistance quickly in the second round of evolution. Intriguingly, the cross-resistance experiment reveals that nearly all drug-resistant strains have varying degrees of increased sensitivity to fusidic acid, pointing to a novel approach to battle AMR. In addition, the in silico docking analysis shows that the evolved mutants affect the interaction of rifampcin-rpoB, as well as the novobiocin-gyrB. Moreover, for the genes we got in the laboratory evolution, mutant genes of clinical isolates of human had significant differences from the environmental isolates and animal isolates. We believe that the strategy and data set in this research will be helpful for battling AMR issue of S. aureus, and adaptable to other pathogenic microbes.
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Affiliation(s)
- Shiwei Ma
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yufan Xu
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Juanjuan Ma
- Department of Clinical Laboratory, Tianjin Academy of Traditional Chinese Medicine Affiliated Hospital, Tianjin, 300120, China
| | - Dan Luo
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Zixin Huang
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Longlong Wang
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Weile Xie
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Zhen Luo
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Huanhuan Zhang
- College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, Shanxi, China
| | - Jijie Jiang
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yaozhong Jin
- Animal Husbandry and Aquatic Products Technology Promotion Center of Pudong New Area, Shanghai, 201299, China
| | - Jianming Zhang
- Institute of Translational Medicine, Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Jianguo Zhu
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Zhe Wang
- Shanghai Key Laboratory of Veterinary Biotechnology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
- Shanghai Collaborative Innovation Center of Agri-Seeds/School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
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Burford-Gorst CM, Kidd SP. Phenotypic Variation in Staphylococcus aureus during Colonisation Involves Antibiotic-Tolerant Cell Types. Antibiotics (Basel) 2024; 13:845. [PMID: 39335018 PMCID: PMC11428495 DOI: 10.3390/antibiotics13090845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 08/28/2024] [Accepted: 09/03/2024] [Indexed: 09/30/2024] Open
Abstract
Staphylococcus aureus is a bacterial species that is commonly found colonising healthy individuals but that presents a paradoxical nature: simultaneously, it can migrate within the body and cause a range of diseases. Many of these become chronic by resisting immune responses, antimicrobial treatment, and medical intervention. In part, this ability to persist can be attributed to the adoption of multiple cell types within a single cellular population. These dynamics in the S. aureus cell population could be the result of its interplay with host cells or other co-colonising bacteria-often coagulase-negative Staphylococcal (CoNS) species. Further understanding of the unique traits of S. aureus alternative cell types, the drivers for their selection or formation during disease, as well as their presence even during non-pathological colonisation could advance the development of diagnostic tools and drugs tailored to target specific cells that are eventually responsible for chronic infections.
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Affiliation(s)
- Chloe M Burford-Gorst
- Department of Molecular and Biomedical Sciences, School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005, Australia
- Research Centre for Infectious Diseases (RCID), The University of Adelaide, Adelaide, SA 5005, Australia
| | - Stephen P Kidd
- Department of Molecular and Biomedical Sciences, School of Biological Sciences, The University of Adelaide, Adelaide, SA 5005, Australia
- Research Centre for Infectious Diseases (RCID), The University of Adelaide, Adelaide, SA 5005, Australia
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Levin BR, Berryhill BA, Gil-Gil T, Manuel JA, Smith AP, Choby JE, Andersson DI, Weiss DS, Baquero F. Theoretical considerations and empirical predictions of the pharmaco- and population dynamics of heteroresistance. Proc Natl Acad Sci U S A 2024; 121:e2318600121. [PMID: 38588431 PMCID: PMC11032463 DOI: 10.1073/pnas.2318600121] [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: 10/24/2023] [Accepted: 02/28/2024] [Indexed: 04/10/2024] Open
Abstract
Antibiotics are considered one of the most important contributions to clinical medicine in the last century. Due to the use and overuse of these drugs, there have been increasing frequencies of infections with resistant pathogens. One form of resistance, heteroresistance, is particularly problematic; pathogens appear sensitive to a drug by common susceptibility tests. However, upon exposure to the antibiotic, resistance rapidly ascends, and treatment fails. To quantitatively explore the processes contributing to the emergence and ascent of resistance during treatment and the waning of resistance following cessation of treatment, we develop two distinct mathematical and computer-simulation models of heteroresistance. In our analysis of the properties of these models, we consider the factors that determine the response to antibiotic-mediated selection. In one model, heteroresistance is progressive, with each resistant state sequentially generating a higher resistance level. In the other model, heteroresistance is non-progressive, with a susceptible population directly generating populations with different resistance levels. The conditions where resistance will ascend in the progressive model are narrower than those of the non-progressive model. The rates of reversion from the resistant to the sensitive states are critically dependent on the transition rates and the fitness cost of resistance. Our results demonstrate that the standard test used to identify heteroresistance is insufficient. The predictions of our models are consistent with empirical results. Our results demand a reevaluation of the definition and criteria employed to identify heteroresistance. We recommend that the definition of heteroresistance should include a consideration of the rate of return to susceptibility.
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Affiliation(s)
- Bruce R. Levin
- Department of Biology, Emory University, Atlanta, GA30322
- Emory Antibiotic Resistance Center, Atlanta, GA30322
| | - Brandon A. Berryhill
- Department of Biology, Emory University, Atlanta, GA30322
- Program in Microbiology and Molecular Genetics, Graduate Division of Biological and Biomedical Sciences, Laney Graduate School, Emory University, Atlanta, GA30322
| | - Teresa Gil-Gil
- Department of Biology, Emory University, Atlanta, GA30322
| | | | | | - Jacob E. Choby
- Emory Antibiotic Resistance Center, Atlanta, GA30322
- Emory Vaccine Center, Atlanta, GA30322
| | - Dan I. Andersson
- Department of Medical Biochemistry and Microbiology, Uppsala University, UppsalaSE-75123, Sweden
| | - David S. Weiss
- Emory Antibiotic Resistance Center, Atlanta, GA30322
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA30322
- Georgia Emerging Infections Program, Georgia Department of Public Health, Atlanta, GA30322
| | - Fernando Baquero
- Servicio de Microbiología, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria, and Centro de Investigación Biomédica en Red Epidemiología y Salud Pública, Madrid28034, Spain
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8
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Pal AK, Ghorai D, Ge X, Sarkar B, Sahu AK, Chaudhary V, Jhawar R, Sanyal S, Singh M, Ghosh A. Second messenger c-di-AMP regulates multiple antibiotic sensitivity pathways in Mycobacterium smegmatis by discrete mechanisms. FEMS Microbiol Lett 2024; 371:fnae084. [PMID: 39390679 DOI: 10.1093/femsle/fnae084] [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: 07/09/2024] [Revised: 09/16/2024] [Accepted: 10/09/2024] [Indexed: 10/12/2024] Open
Abstract
One of the debilitating causes of high mortality in the case of tuberculosis and other bacterial infections is the resistance development against standard drugs. There are limited studies so far to describe how a bacterial second messenger molecule can directly participate in distinctive antibiotic tolerance characteristics of a cell in a mechanism-dependent manner. Here we show that intracellular cyclic di-AMP (c-di-AMP) concentration can modulate drug sensitivity of Mycobacterium smegmatis by interacting with an effector protein or interfering with the 5'-UTR regions in mRNA of the genes and thus causing transcriptional downregulation of important genes in the pathways. We studied four antibiotics with different mechanisms of action: rifampicin, ciprofloxacin, erythromycin, and tobramycin and subsequently found that the level of drug sensitivity of the bacteria is directly proportional to the c-di-AMP concentration inside the cell. Further, we unraveled the underlying molecular mechanisms to delineate the specific genes and pathways regulated by c-di-AMP and hence result in differential drug sensitivity in M. smegmatis.
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Affiliation(s)
- Aditya Kumar Pal
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, India
| | - Dipankar Ghorai
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, India
| | - Xueliang Ge
- Department of Cell and Molecular Biology, Uppsala University, Uppsala SE-75124, Sweden
| | - Biplab Sarkar
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, India
| | - Amit Kumar Sahu
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bangalore 560012, India
| | - Vikas Chaudhary
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, India
| | - Ruchi Jhawar
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, India
| | - Suparna Sanyal
- Department of Cell and Molecular Biology, Uppsala University, Uppsala SE-75124, Sweden
| | - Mahavir Singh
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, India
| | - Anirban Ghosh
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore 560012, India
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