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Zhang Q, Wen L, Li S, Zheng L, Nie Y, Chen J. Overview of heteroresistance to multiple antibiotics in clinical Klebsiella pneumoniae isolates and combination therapeutic strategies. JAC Antimicrob Resist 2025; 7:dlaf071. [PMID: 40365448 PMCID: PMC12070040 DOI: 10.1093/jacamr/dlaf071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Accepted: 04/20/2025] [Indexed: 05/15/2025] Open
Abstract
Objectives To assess the prevalence of heteroresistance in 201 clinical isolates of Klebsiella pneumoniae to 16 clinically significant antibiotics. Furthermore, to investigate the interaction effects of combination antibiotic therapies for heteroresistant isolates. Methods Isolates were pre-screened for growth of resistant subpopulations at resistant breakpoint concentrations for each isolate/antibiotic combination. Any strain containing colony growth at the resistant breakpoint was selected as a candidate heteroresistant strain, and population analysis profiling (PAP) tested for confirmation of HR phenotype. Dual PAP and time-kill assay were conducted to assess the efficacy of antibiotic combinations in suppressing resistant subpopulations. Results Ninety-seven percent of isolates were shown to be heteroresistant to at least one antibiotic. Heteroresistance to at least two antibiotics was exhibited by 72.1% of strains. The prevalence of heteroresistance varied across antibiotics, with proportions ranging from 1.5% for imipenem to 85.1% for polymyxin B. The case of Kp486 was heteroresistant to amikacin, ceftazidime/avibactam, tigecycline and polymyxin B. The resistant subpopulations displayed distinct PAP curves and differences in growth and killing kinetics, indicating independent mechanisms for heteroresistance to each of the four antibiotics. Dual PAP experiments showed enhanced killing effects for combinations of antibiotics. In time-kill experiments, pairwise combinations of four drugs achieved a reduction of 3 to 6 logs within 6 h, preventing regrowth of resistant subpopulations. However, combinations with ampicillin did not enhance the activity of tigecycline, polymyxin B or ceftazidime/avibactam. Conclusions Heteroresistance in clinical K. pneumoniae is common and can complicate treatment outcomes. The effects of combination antibiotic therapy depend on the heteroresistance of bacteria to both drugs.
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Affiliation(s)
- Qiaoyu Zhang
- Department of Nosocomial Infection Control, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, China
| | - Lirong Wen
- Department of Nosocomial Infection Control, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, China
| | - Shanshan Li
- Department of Nosocomial Infection Control, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, China
| | - Linwen Zheng
- Department of Nosocomial Infection Control, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, China
| | - Yuli Nie
- Department of Nosocomial Infection Control, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, China
| | - Jiansen Chen
- Department of Nosocomial Infection Control, Fujian Medical University Union Hospital, Fuzhou, Fujian 350001, China
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Zhao C, Zhu J, Xiao Y, Li F, Zheng Y, Gu S, Hang Y, Zhong Q, Hu L. REL/DPA/AVI method: a novel approach for rapid detection of carbapenemase-producing Enterobacterales directly from positive blood cultures based on optical density. J Clin Microbiol 2025:e0196024. [PMID: 40353660 DOI: 10.1128/jcm.01960-24] [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: 12/11/2024] [Accepted: 04/07/2025] [Indexed: 05/14/2025] Open
Abstract
The high mortality rate associated with carbapenem-resistant Enterobacterales (CRE), particularly for bloodstream infections (BSI), underscores the urgent need for early identification and differentiation of its resistance mechanisms. In China, traditional phenotypic detection methods for carbapenemases, including the modified Carbapenem Inactivation Method (mCIM), EDTA Carbapenemase Inactivation Method (eCIM), and the carbapenemase inhibitor 3-aminophenylboronic acid (APB) and EDTA enhancement method (APB-EDTA method), are widely used; however, they are time consuming. The relebactam, dipicolinic acid, and avibactam sodium (REL/DPA/AVI) method is a novel phenotypic test for carbapenemase targeting to address these challenges. This method exploits the growth status differences of enzyme-producing bacteria under the combined action of imipenem and enzyme inhibitors (REL, DPA, and AVI) to identify Class A, B, and D carbapenemases at an early stage through optical density (OD) measurements. The REL/DPA/AVI method was optimized and evaluated using 213 contrived (seeded) blood cultures and compared to mCIM/eCIM and APB-EDTA methods. The REL/DPA/AVI method achieved results within 1.5 h (OD measurement) or 2 h (visual observation or OD measurement) from blood culture positivity. Sensitivities of detection of class A, B, D, and A + B carbapenemases at 1.5 h were 97.56% (40/41), 100% (82/82), 71.43% (5/7), and 100% (7/7), respectively. After 2 h, the sensitivity for detecting class D carbapenemases increased to 85.71% (6/7). Conversely, the sensitivities of mCIM/eCIM were 95.83% (46/48) and 97.56% (80/82) for serine β-lactamases and metallo-β-lactamases, respectively. However, the APB-EDTA method demonstrated a sensitivity of 95.1% (39/41), 87.8% (72/82), and 71.43% (5/7) for classes A, B, and A + B carbapenemases, respectively. IMPORTANCE The relebactam, dipicolinic acid, and avibactam sodium (REL/DPA/AVI) method has demonstrated significant success in identifying and differentiating carbapenemase-producing Enterobacterales (CPE) from positive blood cultures, exhibiting superior performance compared with existing technologies. Although numerous advanced technologies such as mNGS, Filmarray, Verigene, and NG-Test CARBA 5 DetecTool have been developed for carbapenemase typing of CPE in positive blood cultures, our method is distinguished by a significant economic advantage, with a cost of less than $1 USD per test. This substantial cost-effectiveness underscores the immense potential for widespread clinical applications.
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Affiliation(s)
- Chuwen Zhao
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
- School of Public Health, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Junqi Zhu
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
- School of Public Health, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Yanping Xiao
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Fuxing Li
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Yunwei Zheng
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Shumin Gu
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Yaping Hang
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Qiaoshi Zhong
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
| | - Longhua Hu
- Jiangxi Province Key Laboratory of Immunology and Inflammation, Jiangxi Provincial Clinical Research Center for Laboratory Medicine, Department of Clinical Laboratory, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, People's Republic of China
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Gil-Gil T, Berryhill BA. Antibiotic killing of drug-induced bacteriostatic cells. Antimicrob Agents Chemother 2025; 69:e0015625. [PMID: 40135857 PMCID: PMC12057337 DOI: 10.1128/aac.00156-25] [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: 01/28/2025] [Accepted: 03/04/2025] [Indexed: 03/27/2025] Open
Abstract
There is a long-standing belief that bacteriostatic drugs are inherently antagonistic to the action of bactericidal antibiotics. This belief is primarily because the action of most bactericidal antibiotics requires the target bacteria to be growing. Since bacteriostatic drugs stop the growth of treated bacteria, these drugs would necessarily work against one another. Our results question this long-standing belief by demonstrating conditions where sequential treatment with a bacteriostatic then bactericidal antibiotic is as or more effective than treatment with a bactericidal drug alone. These results raise the need to investigate the pharmacodynamics of the joint action of bacteriostatic and bactericidal antibiotics in vitro and in vivo.
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Affiliation(s)
- Teresa Gil-Gil
- Department of Biology, Emory University, Atlanta, Georgia, USA
| | - Brandon A. Berryhill
- Department of Biology, Emory University, Atlanta, Georgia, USA
- Program in Microbiology and Molecular Genetics, Graduate Division of Biological and Biomedical Sciences, Laney Graduate School, Emory University, Atlanta, Georgia, USA
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Leanza GM, Murri R, Sanguinetti M, Torti C. Heteroresistance and clinical outcomes: knowledge gaps. THE LANCET. MICROBE 2025:101141. [PMID: 40349710 DOI: 10.1016/j.lanmic.2025.101141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2025] [Accepted: 03/28/2025] [Indexed: 05/14/2025]
Affiliation(s)
- Gabriele Maria Leanza
- Dipartimento di Sicurezza e Bioetica - Sezione di Malattie Infettive, Università Cattolica del Sacro Cuore, 00168 Rome, Italy.
| | - Rita Murri
- Dipartimento di Sicurezza e Bioetica - Sezione di Malattie Infettive, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; Dipartimento di Scienze Mediche e Chirurgiche - U.O.C. Malattie Infettive, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Maurizio Sanguinetti
- Dipartimento di Scienze di laboratorio ed ematologiche - U.O.C. di Microbiologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Dipartimento di Scienze Biotecnologiche di Base, Cliniche Intensivologiche e Perioperatorie - Sezione di Microbiologia e Virologia, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Carlo Torti
- Dipartimento di Sicurezza e Bioetica - Sezione di Malattie Infettive, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; Dipartimento di Scienze Mediche e Chirurgiche - U.O.C. Malattie Infettive, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
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Jiang T, Zhu X, Yin Z, Gao R, Li Y, Li C, Meng Q, Zhu X, Song W, Su X. Dual role of Baimao-Longdan-Congrong-Fang in inhibiting Staphylococcus aureus virulence factors and regulating TNF-α/TNFR1/NF-κB/MMP9 axis. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2025; 139:156477. [PMID: 39938176 DOI: 10.1016/j.phymed.2025.156477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 02/01/2025] [Accepted: 02/04/2025] [Indexed: 02/14/2025]
Abstract
BACKGROUND Baimao-Longdan-Congrong-Fang (BLCF), a traditional Chinese herbal formula described in the Taiping Shenghui Fang (998 AD), consists of medicinal plants with heat-clearing and tonifying properties. BLCF has a promise as a treatment for Staphylococcus aureus (S. aureus) pneumonia, according to its historical use and current pharmacological research. PURPOSE In this study, the inhibitory effects of BLCF on S. aureus virulence factors were evaluated in vitro, and its mechanisms of action were investigated in a methicillin-resistant S. aureus (MRSA) pneumonia mouse model. METHODS The inhibitory effect of BLCF on S. aureus virulence factors, including sortase A (SrtA) and α-hemolysin (Hla), was investigated by fluorescence resonance energy transfer (FRET) and hemolysis assays. A C57BL/6J mouse model of MRSA pneumonia was employed to evaluate its therapeutic efficacy. Accordingly, an integrated strategy of medicinal chemistry, network pharmacology analysis, GEO database analysis, bioinformatics, molecular docking, molecular dynamics simulation, GeneMANIA-based functional association (GMFA), and GSEA was used to identify and illustrate potential therapeutic targets and mechanisms. Subsequently, the mechanistic results were confirmed by Western blot analysis and RT-qPCR. RESULTS While BLCF exhibited weak inhibitory activity against S. aureus USA300, Newman, and SA37 strains, it significantly suppressed SrtA-related virulence functions without affecting bacterial growth. FRET and hemolysis assays confirmed that BLCF inhibited SrtA activity (IC50 = 1.25 mg/mL) while decreasing hemolytic activity. Furthermore, BLCF protected mice from MRSA infection, increasing their survival rates. Bioinformatics analysis identified 26 active compounds and 2 hub genes (Tnf and Mmp9) that were associated with 5 types of immune cell, including activated CD4 T cells, myeloid-derived suppressor cells, activated dendritic cells, macrophages, and mast cells. Molecular docking revealed 3 active compounds (isoacteoside, verbascoside, and echinacoside) that exhibited strong binding affinities to TNF, MMP9, and SrtA. Molecular dynamics simulations validated the stable interactions between isoacteoside and the target proteins, yielding binding energies of -136.76 ± 8.83 kJ/mol, -174.98 ± 14.89 kJ/mol, and -186.34 ± 9.06 kJ/mol, respectively. The therapeutic effect of BLCF was closely linked to the NF-κB signaling pathway, as revealed by GMFA and GSEA analyses. In vivo, BLCF reduced lung bacterial load, improved the wet/dry ratio, and decreased inflammatory cytokines, thereby enhancing lung histopathology through modulation of the TNF-α/TNFR1/NF-κB/MMP9 axis. CONCLUSIONS BLCF can effectively treat MRSA pneumonia in mice by inhibiting SrtA activity, decreasing hemolytic activity, and regulating the TNF-α/TNFR1/NF-κB/MMP9 axis. These findings suggest BLCF, a traditional herbal formula, as a promising novel therapeutic approach to treat pneumonia.
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Affiliation(s)
- Tao Jiang
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Xiujing Zhu
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Zixin Yin
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Rui Gao
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Yufen Li
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Chenhao Li
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Qianting Meng
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Xiaojuan Zhu
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Wu Song
- Changchun University of Chinese Medicine, Changchun 130117, China.
| | - Xin Su
- Changchun University of Chinese Medicine, Changchun 130117, China.
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6
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Rivera-Rodriguez DE, Busby C, Cervantes-Barragan L, Weiss DS. Widespread heteroresistance to antibiotics in Lactobacillus species. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.03.24.644958. [PMID: 40196655 PMCID: PMC11974758 DOI: 10.1101/2025.03.24.644958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/09/2025]
Abstract
Lactobacilli are prevalent members of the intestinal and reproductive tract microbiota of humans and other species. They are commonly used in probiotics and various food products due to their beneficial effects on human health. For example, these beneficial microbes are used to treat diarrhea caused by antibiotic therapy and are commonly given during antibiotic treatment. Despite the many studies conducted to understand the beneficial effects of Lactobacilli, less is known about their resistance and heteroresistance to antibiotics. In this study, we evaluated the resistance heterogeneity in eight Lactobacillus species. Our results demonstrate that several Lactobacilli species, including Lactobacillus rhamnosus, are heteroresistant to antibiotics, a recently discovered phenotype commonly seen in multidrug-resistant organisms that cause clinical failures but understudied in commensals and probiotics.
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Affiliation(s)
- Dormarie E. Rivera-Rodriguez
- Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, GA
- Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA
| | - Chayse Busby
- Department of Microbiology and Immunology, Emory University School of Medicine, Atlanta, GA
| | | | - David S. Weiss
- Emory Vaccine Center, Emory University School of Medicine, Atlanta, GA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA
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Abbott CN, Dhillon A, Timalsina S, Furr E, Velicitat P, Belley A, Narayanan N, Kaye KS, Weiss DS. The association between undetected heteroresistance and antibiotic treatment failure in complicated urinary tract infection. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.03.11.25323422. [PMID: 40162257 PMCID: PMC11952596 DOI: 10.1101/2025.03.11.25323422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
Background Antibiotic resistance is a worsening public health threat. One poorly understood aspect of this problem is unexpected antibiotic treatment failure; when an infecting isolate is deemed susceptible to a given antibiotic, yet treatment with that drug fails. It has been proposed that heteroresistance may be an explanation for at least some unexplained treatment failures. Heteroresistance occurs when a bacterial isolate harbors a minor subpopulation of resistant cells which coexists with a majority susceptible population. The clinical relevance of heteroresistance is not clear. Methods We obtained 291 index isolates from 288 unique patients in the piperacillin/tazobactam arm of the ALLIUM phase 3 clinical trial for the treatment of Gram-negative pathogens causing complicated urinary tract infections. The MIC for all isolates was below the piperacillin/tazobactam resistance breakpoint according to standard antimicrobial susceptibility testing. We performed population analysis profiles on these isolates to detect piperacillin/tazobactam heteroresistance and conducted a post hoc analysis to examine the impact of heteroresistance on clinical outcomes. Findings We observed that 33/288 (11.5%) of the patients were infected with isolates that were heteroresistant to piperacillin/tazobactam and that patients infected with heteroresistant isolates had an increased rate of treatment failure when compared to patients infected with a non-heteroresistant isolate (odds ratio [OR] 2.13, 95% CI 1.02, 4.41; adjusted OR 1.74, 95% CI 0.82, 3.71). Further, patients without a removable catheter were at particular risk of treatment failure from infection with heteroresistant isolates. Interpretation These data demonstrate that patients infected with a piperacillin/tazobactam heteroresistant isolate are at an increased risk for piperacillin/tazobactam treatment failure. The results help contextualize commonly observed unexpected antibiotic treatment failure and highlight heteroresistance as a potential cause.
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Affiliation(s)
- Carter N. Abbott
- Emory Antibiotic Resistance Center, Atlanta, Georgia, USA
- Emory Vaccine Center, Atlanta, Georgia, USA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Aditi Dhillon
- Emory Antibiotic Resistance Center, Atlanta, Georgia, USA
- Emory Vaccine Center, Atlanta, Georgia, USA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Sushma Timalsina
- Emory Antibiotic Resistance Center, Atlanta, Georgia, USA
- Emory Vaccine Center, Atlanta, Georgia, USA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Elise Furr
- Emory Antibiotic Resistance Center, Atlanta, Georgia, USA
- Emory Vaccine Center, Atlanta, Georgia, USA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | | | | | - Navaneeth Narayanan
- Department of Pharmacy Practice and Administration, Rutgers University Ernest Mario School of Pharmacy
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - Keith S. Kaye
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ
| | - David S. Weiss
- Emory Antibiotic Resistance Center, Atlanta, Georgia, USA
- Emory Vaccine Center, Atlanta, Georgia, USA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
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Guliaev A, Hjort K, Rossi M, Jonsson S, Nicoloff H, Guy L, Andersson DI. Machine learning detection of heteroresistance in Escherichia coli. EBioMedicine 2025; 113:105618. [PMID: 39986174 PMCID: PMC11893328 DOI: 10.1016/j.ebiom.2025.105618] [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: 09/18/2024] [Revised: 02/10/2025] [Accepted: 02/11/2025] [Indexed: 02/24/2025] Open
Abstract
BACKGROUND Heteroresistance (HR) is a significant type of antibiotic resistance observed for several bacterial species and antibiotic classes where a susceptible main population contains small subpopulations of resistant cells. Mathematical models, animal experiments and clinical studies associate HR with treatment failure. Currently used susceptibility tests do not detect heteroresistance reliably, which can result in misclassification of heteroresistant isolates as susceptible which might lead to treatment failure. Here we examined if whole genome sequence (WGS) data and machine learning (ML) can be used to detect bacterial HR. METHODS We classified 467 Escherichia coli clinical isolates as HR or non-HR to the often used β-lactam/inhibitor combination piperacillin-tazobactam using pre-screening and Population Analysis Profiling tests. We sequenced the isolates, assembled the whole genomes and created a set of predictors based on current knowledge of HR mechanisms. Then we trained several machine learning models on 80% of this data set aiming to detect HR isolates. We compared performance of the best ML models on the remaining 20% of the data set with a baseline model based solely on the presence of β-lactamase genes. Furthermore, we sequenced the resistant sub-populations in order to analyse the genetic mechanisms underlying HR. FINDINGS The best ML model achieved 100% sensitivity and 84.6% specificity, outperforming the baseline model. The strongest predictors of HR were the total number of β-lactamase genes, β-lactamase gene variants and presence of IS elements flanking them. Genetic analysis of HR strains confirmed that HR is caused by an increased copy number of resistance genes via gene amplification or plasmid copy number increase. This aligns with the ML model's findings, reinforcing the hypothesis that this mechanism underlies HR in Gram-negative bacteria. INTERPRETATION We demonstrate that a combination of WGS and ML can identify HR in bacteria with perfect sensitivity and high specificity. This improved detection would allow for better-informed treatment decisions and potentially reduce the occurrence of treatment failures associated with HR. FUNDING Funding provided to DIA from the Swedish Research Council (2021-02091) and NIH (1U19AI158080-01).
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Affiliation(s)
- Andrei Guliaev
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Karin Hjort
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Michele Rossi
- Department of Biosciences, University of Milan, Milan, Italy; Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Sofia Jonsson
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Hervé Nicoloff
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Lionel Guy
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden; SciLifeLab, Uppsala University, Uppsala, Sweden
| | - Dan I Andersson
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden.
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Kupke J, Brombach J, Fang Y, Wolf SA, Thrukonda L, Ghazisaeedi F, Kuropka B, Hanke D, Semmler T, Nordholt N, Schreiber F, Tedin K, Lübke-Becker A, Steiner UK, Fulde M. Heteroresistance in Enterobacter cloacae complex caused by variation in transient gene amplification events. NPJ ANTIMICROBIALS AND RESISTANCE 2025; 3:13. [PMID: 39987221 PMCID: PMC11846870 DOI: 10.1038/s44259-025-00082-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 11/18/2024] [Indexed: 02/24/2025]
Abstract
Heteroresistance (HR) in bacteria describes a subpopulational phenomenon of antibiotic resistant cells of a generally susceptible population. Here, we investigated the molecular mechanisms and phenotypic characteristics underlying HR to ceftazidime (CAZ) in a clinical Enterobacter cloacae complex strain (ECC). We identified a plasmid-borne gene duplication-amplification (GDA) event of a region harbouring an ampC gene encoding a β-lactamase blaDHA-1 as the key determinant of HR. Individual colonies exhibited variations in the copy number of the genes resulting in resistance level variation which correlated with growth onset (lag times) and growth rates in the presence of CAZ. GDA copy number heterogeneity occurred within single resistant colonies, demonstrating heterogeneity of GDA on the single-cell level. The interdependence between GDA, lag time and antibiotic treatment and the strong plasticity underlying HR underlines the high risk for misdetection of antimicrobial HR and subsequent treatment failure.
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Affiliation(s)
- Johannes Kupke
- Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany
| | - Julian Brombach
- Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany
| | - Yuwen Fang
- Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany
| | - Silver A Wolf
- Robert Koch Institute (RKI), MF1-Genome Competence Centre, Berlin, Germany
| | | | - Fereshteh Ghazisaeedi
- Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany
| | - Benno Kuropka
- Institute of Chemistry and Biochemistry, Department of Biology, Chemistry, and Pharmacy, Freie Universität Berlin, Berlin, Germany
| | - Dennis Hanke
- Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany
| | - Torsten Semmler
- Robert Koch Institute (RKI), MF1-Genome Competence Centre, Berlin, Germany
| | - Niclas Nordholt
- Federal Institute for Materials Research and Testing (BAM), Department of Materials and the Environment, Division of Biodeterioration and Reference Organisms (4.1), Berlin, Germany
| | - Frank Schreiber
- Federal Institute for Materials Research and Testing (BAM), Department of Materials and the Environment, Division of Biodeterioration and Reference Organisms (4.1), Berlin, Germany
| | - Karsten Tedin
- Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany
| | - Antina Lübke-Becker
- Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany
- Veterinary Centre for Resistance Research (TZR), Freie Universität Berlin, Berlin, Germany
| | - Ulrich K Steiner
- Institute of Biology, Evolutionary Demography, Freie Universität Berlin, Berlin, Germany
| | - Marcus Fulde
- Department of Veterinary Medicine, Institute of Microbiology and Epizootics, Centre for Infection Medicine, Freie Universität Berlin, Berlin, Germany.
- Veterinary Centre for Resistance Research (TZR), Freie Universität Berlin, Berlin, Germany.
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Khoshnood S, Haddadi MH, Sadeghifard N, Maleki A, Kouhsari E, Valadbeigi H. Systematic review and meta-analysis of colistin heteroresistance in Klebsiella pneumoniae isolates. BMC Infect Dis 2025; 25:207. [PMID: 39939941 PMCID: PMC11818030 DOI: 10.1186/s12879-025-10600-7] [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: 09/16/2024] [Accepted: 02/04/2025] [Indexed: 02/14/2025] Open
Abstract
BACKGROUND Antibiotic heteroresistance is a common phenotype observed in a variety of pathogenic bacteria such as K. pneumonia: A subpopulation of cells with a higher MIC than the dominant population is defined as heteroresistance. Several studies have demonstrated colistin heteroresistance in K. pneumonia leading to treatment failures. Therefore, we performed a systematic meta-analysis to summarize the current evidence on the prevalence of colistin heteroresistance in K. pneumonia isolates. METHODS Multiple databases were searched to find relevant literature from 2008 to 2024, including PubMed, Scopus, Embase, and Web of Science. RESULTS The meta-analysis included eighteen articles. According to the random effects model, the pooled proportion of heteroresistant K. pneumoniae was 0.315 (95% CI: 0.179-0.492). The heterogeneity was substantial, with Q [17] = 335.020, I² = 94.93%, and p < 0.001, suggesting that heteroresistance rates varied widely across the 18 included studies. CONCLUSION In conclusion, our findings revealed that a prevalence of colistin heteroresistant detected in approximately 31.5%, of K. pneumonia. These findings are obtained and highlighted in this meta-analysis as a new guidance document for diagnosing and treating K. pneumonia infections is needed to raise the awareness of infectious disease specialists, gastroenterologists, and microbiologists to the heteroresistance to colistin in patients with a K. pneumonia infection.
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Affiliation(s)
- Saeed Khoshnood
- Clinical Microbiology Research Center, Ilam University of Medical Sciences, Ilam, Iran
| | | | - Nourkhoda Sadeghifard
- Clinical Microbiology Research Center, Ilam University of Medical Sciences, Ilam, Iran
| | - Abbas Maleki
- Clinical Microbiology Research Center, Ilam University of Medical Sciences, Ilam, Iran
| | - Ebrahim Kouhsari
- Clinical Microbiology Research Center, Ilam University of Medical Sciences, Ilam, Iran
- Laboratory Sciences Research Centre, Golestan University of Medical Sciences, Gorgan, Iran
| | - Hassan Valadbeigi
- Clinical Microbiology Research Center, Ilam University of Medical Sciences, Ilam, Iran.
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11
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Jo J, Kim SJ, Kwon KT, Ko KS. Resilience of tigecycline heteroresistance phenotype in Acinetobacter baumannii. J Antimicrob Chemother 2025; 80:496-502. [PMID: 39656811 DOI: 10.1093/jac/dkae436] [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: 05/31/2024] [Accepted: 10/15/2024] [Indexed: 12/17/2024] Open
Abstract
BACKGROUND Heteroresistance, frequently observed in diverse bacterial species, imposes clinical challenges. For this study, we investigated the stability and resilience of tigecycline heteroresistance in Acinetobacter baumannii. METHODS Four tigecycline-heteroresistant (HR) A. baumannii strains and resistant populations (RPs) obtained from them were subjected to laboratory evolution assays for 30 days in antibiotic-free media. The heteroresistance phenotype was determined using a population analysis. Bacterial growth curves and in vitro competitiveness were determined to investigate the fitness cost of heteroresistance. Tigecycline efficacy was evaluated using an in vitro time-killing assay. Genetic mutations were identified using whole genome sequencing, and expression of genes in the two-component systems was also evaluated. RESULTS Tigecycline heteroresistance was preserved even in antibiotic-free media, and tigecycline-RPs reverted to heteroresistance during serial culture without tigecycline pressure. The tigecycline-RPs showed a higher fitness cost than their respective HR strains, and the HR strains exhibited a survival advantage upon tigecycline treatment. Although the AdeABC efflux pump was overexpressed in the tigecycline-RPs, it was down-regulated in the HR strains. CONCLUSIONS Our data indicate that tigecycline heteroresistance is a highly resilient phenotype in A. baumannii that gives a high fitness advantage to bacteria in terms of competitiveness and response to antibiotic pressure.
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Affiliation(s)
- Jeongwoo Jo
- Department of Microbiology, School of Medicine, Sungkyunkwan University, Suwon, Republic of Korea
| | - Sun Ju Kim
- Department of Pharmacy, School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea
| | - Ki Tae Kwon
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Kwan Soo Ko
- Department of Microbiology, School of Medicine, Sungkyunkwan University, Suwon, Republic of Korea
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12
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Wang Y, Zhang Q, Li H, Teng Y, Wang H. Metagenomic analysis reveals the effects of potassium ferrate and steel slag on fate of ARGs in anaerobic sludge digestion system. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2025; 373:123981. [PMID: 39754807 DOI: 10.1016/j.jenvman.2024.123981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Revised: 12/18/2024] [Accepted: 12/28/2024] [Indexed: 01/06/2025]
Abstract
Waste activated sludge (WAS) pose a potential risk for the spread of antibiotic resistance genes (ARGs). This study estimated the effect of sludge on antibiotic resistance genes (ARGs) in anaerobic sludge digestion process. Metagenomic analysis revealed anaerobic sludge with potassium ferrate (PF) and the modified PF loaded steel slag (MPF-SS) brought an increase of ARGs during digestion process. PF was found to effectively reduce most of the high-risk ARGs (i.e., acrB and mexW). Furthermore, network and correlation analysis among ARGs and genera verified that PF significantly increased the potential ARGs hosts. Mechanistic analysis revealed that PF induced oxidative stress behavior of anaerobic digestion microorganisms, and observably upregulated the relative genes about SOS response-related. These findings provide insights into the mechanism underlining PF for ARGs fate and its risk during anaerobic sludge digestion, which could offer practical guidance on the sustainable management of WAS.
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Affiliation(s)
- Yali Wang
- Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, School of Eco-Environment, Hebei University, Baoding, 071002, China; Engineering Research Center of Ecological Safety and Conservation in Beijing-Tianjin-Hebei (Xiong'an New Area) of MOE, China
| | - Qiushuo Zhang
- Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, School of Eco-Environment, Hebei University, Baoding, 071002, China; Engineering Research Center of Ecological Safety and Conservation in Beijing-Tianjin-Hebei (Xiong'an New Area) of MOE, China
| | - Hang Li
- Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, School of Eco-Environment, Hebei University, Baoding, 071002, China; Engineering Research Center of Ecological Safety and Conservation in Beijing-Tianjin-Hebei (Xiong'an New Area) of MOE, China
| | - Yajie Teng
- Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, School of Eco-Environment, Hebei University, Baoding, 071002, China; Engineering Research Center of Ecological Safety and Conservation in Beijing-Tianjin-Hebei (Xiong'an New Area) of MOE, China
| | - Hongjie Wang
- Hebei Key Laboratory of Close-to-Nature Restoration Technology of Wetlands, School of Eco-Environment, Hebei University, Baoding, 071002, China; Engineering Research Center of Ecological Safety and Conservation in Beijing-Tianjin-Hebei (Xiong'an New Area) of MOE, China.
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13
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Zheng J, Liu X, Xiong Y, Meng Q, Li P, Zhang F, Liu X, Lin Z, Deng Q, Wen Z, Yu Z. AMXT-1501 targets membrane phospholipids against Gram-positive and -negative multidrug-resistant bacteria. Emerg Microbes Infect 2024; 13:2321981. [PMID: 38422452 PMCID: PMC10906134 DOI: 10.1080/22221751.2024.2321981] [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: 11/02/2023] [Accepted: 02/16/2024] [Indexed: 03/02/2024]
Abstract
The rapid proliferation of multidrug-resistant (MDR) bacterial pathogens poses a serious threat to healthcare worldwide. Carbapenem-resistant (CR) Enterobacteriaceae, which have near-universal resistance to available antimicrobials, represent a particularly concerning issue. Herein, we report the identification of AMXT-1501, a polyamine transport system inhibitor with antibacterial activity against Gram-positive and -negative MDR bacteria. We observed minimum inhibitory concentration (MIC)50/MIC90 values for AMXT-1501 in the range of 3.13-12.5 μM (2.24-8.93 μg /mL), including for methicillin-resistant Staphylococcus aureus (MRSA), CR Escherichia coli, Klebsiella pneumoniae, and Pseudomonas aeruginosa. AMXT-1501 was more effective against MRSA and CR E. coli than vancomycin and tigecycline, respectively. Subinhibitory concentrations of AMXT-1501 reduced the biofilm formation of S. aureus and Enterococcus faecalis. Mechanistically, AMXT-1501 exposure damaged microbial membranes and increased membrane permeability and membrane potential by binding to cardiolipin (CL) and phosphatidylglycerol (PG). Importantly, AMXT-1501 pressure did not induce resistance readily in the tested pathogens.
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Affiliation(s)
- Jinxin Zheng
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
| | - Xiaoju Liu
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
| | - Yanpeng Xiong
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
| | - Qingyin Meng
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
| | - Peiyu Li
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
| | - Fan Zhang
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
- Department of Tuberculosis, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, People’s Republic of China
| | - Xiaoming Liu
- Department of Gastroenterology, Shenzhen Qianhai Shekou Free Trade Zone Hospital, Shenzhen, People’s Republic of China
| | - Zhiwei Lin
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
| | - Qiwen Deng
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
| | - Zewen Wen
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
| | - Zhijian Yu
- Department of Infectious Diseases and Shenzhen Key Lab of Endogenous Infection, Shenzhen Nanshan People’s Hospital and the 6th Affiliated Hospital of Shenzhen University Medical School, Shenzhen, People’s Republic of China
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14
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Soares JM, Yakovlev VV, Blanco KC, Bagnato VS. Photodynamic inactivation and its effects on the heterogeneity of bacterial resistance. Sci Rep 2024; 14:28268. [PMID: 39550440 PMCID: PMC11569256 DOI: 10.1038/s41598-024-79743-y] [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: 07/16/2024] [Accepted: 11/12/2024] [Indexed: 11/18/2024] Open
Abstract
Antimicrobial resistance is a growing threat to global public health, requiring innovative approaches for its control. Photodynamic inactivation (PDI) with light-activated photosensitizers has emerged as a strategy to combat resistant bacteria, challenging the intrinsic heterogeneity of bacterial populations. This study evaluates the impact of PDI on both heterogeneity and shape of the distribution profile of resistant bacterial populations, specifically on strains of Staphylococcus aureus resistant to amoxicillin, erythromycin, and gentamicin, for exploring its potential as an adjuvant therapy in the fight against bacterial resistance. Curcumin (10 µM) was used as a photosensitizer and five cycles of PDI were applied on Staphylococcus aureus strains under 450 nm irradiation of 10 J/cm² energy density. The resistance variations amongst bacterial subpopulations were investigated by calculating the minimum inhibitory concentration (MIC) before and after PDI treatment. MIC was significantly reduced by the antibiotics tested post-PDI and a reduction in the heterogeneity of bacterial populations was recorded, suggesting PDI can effectively decrease the resistance diversity of Staphylococcus aureus. The result reinforces the potential of PDI as a valuable adjuvant therapy, offering a promising avenue for mitigating bacterial resistance and promoting more effective treatment strategies against resistant infections.
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Affiliation(s)
- Jennifer M Soares
- Institute of Physics of São Carlos, University of São Paulo, São Carlos, SP, Brazil.
| | | | - Kate C Blanco
- Institute of Physics of São Carlos, University of São Paulo, São Carlos, SP, Brazil
| | - Vanderlei S Bagnato
- Institute of Physics of São Carlos, University of São Paulo, São Carlos, SP, Brazil
- Biomedical Engineering, Texas A&M University, College Station, TX, USA
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15
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Wang R, Chen J, Chen H. Performance and mechanism of antibiotic resistance removal by biochar-enhanced sediment microbial fuel cell. BIORESOURCE TECHNOLOGY 2024; 412:131371. [PMID: 39209226 DOI: 10.1016/j.biortech.2024.131371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 08/01/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024]
Abstract
This study is the first to explore the performance and mechanism of biochar-impacted sediment microbial fuel cell for removing antibiotic resistance genes (ARGs), and examines the effects of different biochar contents. The addition of 5% biochar produced the highest output voltage and power density, which increased by 100% and 219%, respectively, while simultaneously reducing the abundance and risk of ARGs. Comparatively, the addition of moderate amount of biochar (1-5%) promoted the removal of ARGs, while the opposite was true for excessive (10%) biochar. Biochar affected ARGs through prophages, insertion sequence, and transposons. Biological factors and voltage jointly influenced ARGs variation, with the former accounting for 56%. Further analysis of functional genes indicated that biochar controlled ARGs by regulating the synthesis of genetic material and amino acids to influence metabolism. Overall, findings of this study shed light on the potential removal of ARGs in microbial electrochemical systems.
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Affiliation(s)
- Rui Wang
- Engineering Research Center of Groundwater Pollution Control and Remediation (Ministry of Education), College of Water Sciences, Beijing Normal University, No. 19, Xinjiekouwai Street, Beijing 100875, China
| | - Jinping Chen
- Engineering Research Center of Groundwater Pollution Control and Remediation (Ministry of Education), College of Water Sciences, Beijing Normal University, No. 19, Xinjiekouwai Street, Beijing 100875, China
| | - Haiyang Chen
- Engineering Research Center of Groundwater Pollution Control and Remediation (Ministry of Education), College of Water Sciences, Beijing Normal University, No. 19, Xinjiekouwai Street, Beijing 100875, China.
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16
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Kim JS, Kim J, Kim JS, Kim W, Lee CS. Label-free single-cell antimicrobial susceptibility testing in droplets with concentration gradient generation. LAB ON A CHIP 2024. [PMID: 39324417 DOI: 10.1039/d4lc00629a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
Bacterial communities exhibit significant heterogeneity, resulting in the emergence of specialized phenotypes that can withstand antibiotic exposure. Unfortunately, the existence of subpopulations resistant to antibiotics often goes unnoticed during treatment initiation. Thus, it is crucial to consider the concept of single-cell antibiotic susceptibility testing (AST) to tackle bacterial infections. Nevertheless, its practical application in clinical settings is hindered by its inability to conduct AST efficiently across a wide range of antibiotics and concentrations. This study introduces a droplet-based microfluidic platform designed for rapid single-cell AST by creating an antibiotic concentration gradient. The advantage of a microfluidic platform is achieved by executing bacteria and antibiotic mixing, cell encapsulation, incubation, and enumeration of bacteria in a seamless workflow, facilitating susceptibility testing of each antibiotic. Firstly, we demonstrate the rapid determination of minimum inhibitory concentration (MIC) of several antibiotics with Gram-negative E. coli and Gram-positive S. aureus, which enables us to bypass the time-consuming bacteria cultivation, speeding up the AST in 3 h from 1 to 2 days of conventional methods. Additionally, we assess 10 clinical isolates including methicillin-resistant Staphylococcus aureus (MRSA) and multidrug-resistant Staphylococcus aureus (MDRSA) against clinically important antibiotics for analyzing the MIC, compared to the gold standard AST method from the United States Clinical and Laboratory Standards Institute (CLSI), which becomes available only after 48 h. Furthermore, by monitoring single cells within individual droplets, we have found a spectrum of resistance levels among genetically identical cells, revealing phenotypic heterogeneity within isogenic populations. This discovery not only advances clinical diagnostics and treatment strategies but also significantly contributes to the field of antibiotic stewardship, underlining the importance of our approach in addressing bacterial resistance.
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Affiliation(s)
- Jae Seong Kim
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 3414, South Korea.
| | - Jingyeong Kim
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 3414, South Korea.
| | - Jae-Seok Kim
- Department of Laboratory Medicine, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul 05355, South Korea
| | - Wooseong Kim
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 03760, South Korea
| | - Chang-Soo Lee
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 3414, South Korea.
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17
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Eoh H, Lee JJ, Swanson D, Lee SK, Dihardjo S, Lee GY, Sree G, Maskill E, Taylor Z, Van Nieuwenhze M, Singh A, Lee JS, Eum SY, Cho SN, Swarts B. Trehalose catalytic shift is an intrinsic factor in Mycobacterium tuberculosis that enhances phenotypic heterogeneity and multidrug resistance. RESEARCH SQUARE 2024:rs.3.rs-4999164. [PMID: 39315249 PMCID: PMC11419184 DOI: 10.21203/rs.3.rs-4999164/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Drug-resistance (DR) in many bacterial pathogens often arises from the repetitive formation of drug-tolerant bacilli, known as persisters. However, it is unclear whether Mycobacterium tuberculosis (Mtb), the bacterium that causes tuberculosis (TB), undergoes a similar phenotypic transition. Recent metabolomics studies have identified that a change in trehalose metabolism is necessary for Mtb to develop persisters and plays a crucial role in metabolic networks of DR-TB strains. The present study used Mtb mutants lacking the trehalose catalytic shift and showed that the mutants exhibited a significantly lower frequency of the emergence of DR mutants compared to wildtype, due to reduced persister formation. The trehalose catalytic shift enables Mtb persisters to survive under bactericidal antibiotics by increasing metabolic heterogeneity and drug tolerance, ultimately leading to development of DR. Intriguingly, rifampicin (RIF)-resistant bacilli exhibit cross-resistance to a second antibiotic, due to a high trehalose catalytic shift activity. This phenomenon explains how the development of multidrug resistance (MDR) is facilitated by the acquisition of RIF resistance. In this context, the heightened risk of MDR-TB in the lineage 4 HN878 W-Beijing strain can be attributed to its greater trehalose catalytic shift. Genetic and pharmacological inactivation of the trehalose catalytic shift significantly reduced persister formation, subsequently decreasing the incidence of MDR-TB in HN878 W-Beijing strain. Collectively, the trehalose catalytic shift serves as an intrinsic factor of Mtb responsible for persister formation, cross-resistance to multiple antibiotics, and the emergence of MDR-TB. This study aids in the discovery of new TB therapeutics by targeting the trehalose catalytic shift of Mtb.
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18
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Geraldes C, Tavares L, Gil S, Oliveira M. Antibiotic heteroresistance and persistence: an additional aid in hospital acquired infections by Enterococcus spp.? Future Microbiol 2024; 19:1407-1418. [PMID: 39229839 PMCID: PMC11552482 DOI: 10.1080/17460913.2024.2393003] [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: 05/02/2024] [Accepted: 08/13/2024] [Indexed: 09/05/2024] Open
Abstract
Enterococcus, particularly E. faecium and E. faecalis, are responsible for many hospital-acquired infections. With their intrinsic antibiotic resistance and ability to form biofilms, enterococcal infections are already challenging to manage. However, when heterogenous populations are present, such as those exhibiting heteroresistance and persistence, the complexity of these infections increases exponentially not only due to their treatment but also due to their difficult diagnosis. In this study, we provide a summary of the current understanding of both heteroresistance and persistence in terms of mechanisms, diagnosis and treatment and subsequently review recent literature pertaining to these susceptibility types specifically in enterococci.
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Affiliation(s)
- Catarina Geraldes
- CIISA - Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
- AL4AnimalS - Associate Laboratory for Animal & Veterinary Sciences, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
| | - Luís Tavares
- CIISA - Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
- AL4AnimalS - Associate Laboratory for Animal & Veterinary Sciences, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
| | - Solange Gil
- CIISA - Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
- AL4AnimalS - Associate Laboratory for Animal & Veterinary Sciences, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
- BICU - Biological Isolation & Containment Unit, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
| | - Manuela Oliveira
- CIISA - Centre for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
- AL4AnimalS - Associate Laboratory for Animal & Veterinary Sciences, Faculty of Veterinary Medicine, University of Lisbon, Lisbon, Portugal
- cE3c - Centre for Ecology, Evolution & Environmental Changes & CHANGE—Global Change & Sustainability Institute, Faculty of Sciences, University of Lisbon, Lisbon, Portugal
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Zhang X, Zeng W, Kong J, Huang Z, Shu H, Tang M, Qian C, Xu C, Zhou T, Ye J. The prevalence and mechanisms of heteroresistance to ceftazidime/avibactam in KPC-producing Klebsiella pneumoniae. J Antimicrob Chemother 2024; 79:1865-1876. [PMID: 38842536 DOI: 10.1093/jac/dkae174] [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: 11/20/2023] [Accepted: 05/14/2024] [Indexed: 06/07/2024] Open
Abstract
OBJECTIVES To investigate the prevalence and mechanisms of ceftazidime/avibactam heteroresistance in KPC-producing Klebsiella pneumoniae (KPC-KP) isolates, as well as the role of heteroresistance in the transition of ceftazidime/avibactam susceptibility to resistance. METHODS Clinical KPC-KP isolates were obtained from a tertiary hospital in China from 2016 to 2017 and 2019 to 2020. Antimicrobial susceptibility was determined by the broth microdilution method. Population analysis profiles were used to assess ceftazidime/avibactam heteroresistance. WGS and molecular cloning were conducted to reveal heteroresistance mechanisms and molecular characteristics. RESULTS The findings indicated that the transition of ceftazidime/avibactam susceptibility to resistance during the treatment of KPC-KP infection is primarily attributed to the heteroresistance exhibited by KPC-KP isolates towards ceftazidime/avibactam. Among 355 ceftazidime/avibactam-susceptible KPC-KP isolates (indicating a resistance rate of 0%), 41 (11.55%) exhibited ceftazidime/avibactam heteroresistance, with the primary mechanism being the presence of KPC mutant subpopulations. These KPC variants, arising from point mutations, deletions and insertions, significantly increased ceftazidime/avibactam resistance while alongside enhanced carbapenem susceptibility. Notably, 11 new KPC variants were identified. Furthermore, four heteroresistant isolates were caused by mixed infection involving subpopulations carrying NDM-1 or NDM-5. Phylogenetic analysis indicated that the clonal spread of ST11-KL64 KPC-KP may be correlated with the prevalence of heteroresistance. CONCLUSIONS Ceftazidime/avibactam heteroresistance, primarily driven by pre-existing KPC variants, underscores the importance of considering heteroresistance in ceftazidime/avibactam therapeutics. Awareness of these dynamics is crucial for the effective and sustainable clinical application of ceftazidime/avibactam.
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Affiliation(s)
- Xiaotuan Zhang
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Weiliang Zeng
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Jingchun Kong
- Department of Medical Lab Science, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Zeyu Huang
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Hongyun Shu
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Miran Tang
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Changrui Qian
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Chunquan Xu
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Tieli Zhou
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
| | - Jianzhong Ye
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang Province, China
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20
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Zhang S, Di L, Qi Y, Qian X, Wang S. Treatment of infections caused by carbapenem-resistant Acinetobacter baumannii. Front Cell Infect Microbiol 2024; 14:1395260. [PMID: 39081869 PMCID: PMC11287075 DOI: 10.3389/fcimb.2024.1395260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Accepted: 06/24/2024] [Indexed: 08/02/2024] Open
Abstract
Patients with severe carbapenem-resistant Acinetobacter baumannii (CRAB) infections currently face significant treatment challenges. When patients display signs of infection and the clinical suspicion of CRAB infections is high, appropriate treatment should be immediately provided. However, current treatment plans and clinical data for CRAB are limited. Inherent and acquired resistance mechanisms, as well as host factors, significantly restrict options for empirical medication. Moreover, inappropriate drug coverage can have detrimental effects on patients. Most existing studies have limitations, such as a restricted sample size, and are predominantly observational or non-randomized, which report significant variability in patient infection severity and comorbidities. Therefore, a gold-standard therapy remains lacking. Current and future treatment options of infections due to CRAB were described in this review. The dose and considerable side effects restrict treatment options for polymyxins, and high doses of ampicillin-sulbactam or tigecycline appear to be the best option at the time of initial treatment. Moreover, new drugs such as durlobactam and cefiderocol have substantial therapeutic capabilities and may be effective salvage treatments. Bacteriophages and antimicrobial peptides may serve as alternative treatment options in the near future. The advantages of a combination antimicrobial regimen appear to predominate those of a single regimen. Despite its significant nephrotoxicity, colistin is considered a primary treatment and is often used in combination with antimicrobials, such as tigecycline, ampicillin-sulbactam, meropenem, or fosfomycin. The Infectious Diseases Society of America (IDSA) has deemed high-dose ampicillin-sulbactam, which is typically combined with high-dose tigecycline, polymyxin, and other antibacterial agents, the best option for treating serious CRAB infections. A rational combination of drug use and the exploration of new therapeutic drugs can alleviate or prevent the effects of CRAB infections, shorten hospital stays, and reduce patient mortality.
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Affiliation(s)
- Siqin Zhang
- Department of Clinical Laboratory, Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Lingfang Di
- Department of Clinical Laboratory, Tongxiang First People’s Hospital, Tongxiang, Zhejiang, China
| | - Yan Qi
- Department of Clinical Laboratory, Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Xiang Qian
- Department of Clinical Laboratory, Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Siwei Wang
- Panvascular Diseases Research Center, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People’s Hospital, Quzhou, China
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21
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Parkhill SL, Johnson EO. Integrating bacterial molecular genetics with chemical biology for renewed antibacterial drug discovery. Biochem J 2024; 481:839-864. [PMID: 38958473 PMCID: PMC11346456 DOI: 10.1042/bcj20220062] [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: 05/07/2024] [Revised: 06/20/2024] [Accepted: 06/24/2024] [Indexed: 07/04/2024]
Abstract
The application of dyes to understanding the aetiology of infection inspired antimicrobial chemotherapy and the first wave of antibacterial drugs. The second wave of antibacterial drug discovery was driven by rapid discovery of natural products, now making up 69% of current antibacterial drugs. But now with the most prevalent natural products already discovered, ∼107 new soil-dwelling bacterial species must be screened to discover one new class of natural product. Therefore, instead of a third wave of antibacterial drug discovery, there is now a discovery bottleneck. Unlike natural products which are curated by billions of years of microbial antagonism, the vast synthetic chemical space still requires artificial curation through the therapeutics science of antibacterial drugs - a systematic understanding of how small molecules interact with bacterial physiology, effect desired phenotypes, and benefit the host. Bacterial molecular genetics can elucidate pathogen biology relevant to therapeutics development, but it can also be applied directly to understanding mechanisms and liabilities of new chemical agents with new mechanisms of action. Therefore, the next phase of antibacterial drug discovery could be enabled by integrating chemical expertise with systematic dissection of bacterial infection biology. Facing the ambitious endeavour to find new molecules from nature or new-to-nature which cure bacterial infections, the capabilities furnished by modern chemical biology and molecular genetics can be applied to prospecting for chemical modulators of new targets which circumvent prevalent resistance mechanisms.
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Affiliation(s)
- Susannah L. Parkhill
- Systems Chemical Biology of Infection and Resistance Laboratory, The Francis Crick Institute, London, U.K
- Faculty of Life Sciences, University College London, London, U.K
| | - Eachan O. Johnson
- Systems Chemical Biology of Infection and Resistance Laboratory, The Francis Crick Institute, London, U.K
- Faculty of Life Sciences, University College London, London, U.K
- Department of Chemistry, Imperial College, London, U.K
- Department of Chemistry, King's College London, London, U.K
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22
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Lin JY, Zhu ZC, Zhu J, Chen L, Du H. Antibiotic heteroresistance in Klebsiella pneumoniae: Definition, detection methods, mechanisms, and combination therapy. Microbiol Res 2024; 283:127701. [PMID: 38518451 DOI: 10.1016/j.micres.2024.127701] [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: 01/13/2024] [Revised: 03/19/2024] [Accepted: 03/19/2024] [Indexed: 03/24/2024]
Abstract
Klebsiella pneumoniae is a common opportunistic pathogen that presents significant challenges in the treatment of infections due to its resistance to multiple antibiotics. In recent years, K. pneumoniae has been reported for the development of heteroresistance, a phenomenon where subpopulations of the susceptible bacteria exhibit resistance. This heteroresistance has been associated with increased morbidity and mortality rates. Complicating matters further, its definition and detection pose challenges, often leading to its oversight or misdiagnosis. Various mechanisms contribute to the development of heteroresistance in K. pneumoniae, and these mechanisms differ among different antibiotics. Even for the same antibiotic, multiple mechanisms may be involved. However, our current understanding of these mechanisms remains incomplete, and further research is needed to gain a more comprehensive understanding of heteroresistance. While the clinical recommendation is to use combination antibiotic therapy to mitigate heteroresistance, this approach also comes with several drawbacks and potential adverse effects. In this review, we discuss the definition, detection methods, molecular mechanisms, and treatment of heterogenic resistance, aiming to pave the way for more effective treatment and management in the future. However, addressing the problem of heteroresistance in K. pneumoniae represents a long and complex journey that necessitates comprehensive research efforts.
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Affiliation(s)
- Jia Yao Lin
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Zhi Chen Zhu
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Jie Zhu
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Liang Chen
- Department of Pharmacy Practice, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, United States
| | - Hong Du
- Department of Clinical Laboratory, The Second Affiliated Hospital of Soochow University, Suzhou, People's Republic of China.
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23
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Desmoulin A, Sababadichetty L, Kamus L, Daniel M, Feletti L, Allou N, Potron A, Leroy AG, Jaffar-Bandjee MC, Belmonte O, Garrigos T, Miltgen G. Adaptive resistance to cefiderocol in carbapenem-resistant Acinetobacter baumannii (CRAB): Microbiological and clinical issues. Heliyon 2024; 10:e30365. [PMID: 38720704 PMCID: PMC11076957 DOI: 10.1016/j.heliyon.2024.e30365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Revised: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 05/12/2024] Open
Abstract
Objectives Determining the best available therapy for carbapenem-resistant Acinetobacter baumannii (CRAB) infections is a challenge. Cefiderocol is an attractive alternative drug effective against many resistance mechanisms in Gram-negative bacteria. However, its place in the treatment of Acinetobacter baumannii infections remains unclear and much debated, with contradictory results. Methods We describe here the case of a 37-year-old man with ventilator-associated bacteraemic CRAB pneumonia in an intensive care unit. He was initially treated with a combination of colistin and tigecycline, and was then switched onto colistin and cefiderocol. We then used a new accessible protocol to test 30 CRAB isolates (OXA-23/OXA-24/OXA-58/NDM-1) for adaptive resistance to cefiderocol (ARC) after exposure to this drug. Results After clinical failure with the initial combination, we noted a significant clinical improvement in the patient on the second combination, leading to clinical cure. No ARC was detected in the two OXA-23 case-CRAB isolates. All NDM-1 CRAB isolates were resistant to cefiderocol in standard tests; the OXA-23, OXA-24 and OXA-58 CRAB isolates presented 84.2 %, 50 % and 0 % ARC, respectively. Conclusions ARC is not routinely assessed for CRAB isolates despite frequently being reported in susceptible isolates (69.2 %). Subpopulations displaying ARC may account for treatment failure, but this hypothesis should be treated with caution in the absence of robust clinical data. The two main findings of this work are that (i) cefiderocol monotherapy should probably not be recommended for OXA-23/24 CRAB infections and (ii) the characterisation of carbapenemases in CRAB strains may be informative for clinical decision-making.
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Affiliation(s)
- Anissa Desmoulin
- Laboratoire de Bactériologie, CHU Félix Guyon, Saint-Denis, La Réunion, France
| | - Loïk Sababadichetty
- UMR PIMIT, Processus Infectieux en Milieu Insulaire Tropical, CNRS 9192, INSERM U1187, IRD 249, Université de La Réunion, Sainte-Clotilde, La Réunion, France
| | - Laure Kamus
- Laboratoire de Bactériologie, CHU Félix Guyon, Saint-Denis, La Réunion, France
- UMR PIMIT, Processus Infectieux en Milieu Insulaire Tropical, CNRS 9192, INSERM U1187, IRD 249, Université de La Réunion, Sainte-Clotilde, La Réunion, France
| | - Marion Daniel
- UMR PIMIT, Processus Infectieux en Milieu Insulaire Tropical, CNRS 9192, INSERM U1187, IRD 249, Université de La Réunion, Sainte-Clotilde, La Réunion, France
| | - Lucie Feletti
- Laboratoire de Bactériologie, CHU Félix Guyon, Saint-Denis, La Réunion, France
| | - Nicolas Allou
- Service de Réanimation Polyvalente, CHU Félix Guyon, Saint-Denis, La Réunion, France
| | - Anaïs Potron
- Centre National de La Résistance Aux Antibiotiques, Laboratoire Associé Pseudomonas et Acinetobacter, CHU Jean Minjoz, Besançon, France
| | - Anne-Gaëlle Leroy
- Laboratoire de Bactériologie, Groupe Hospitalier Sud Réunion, Saint-Pierre, La Réunion, France
| | | | - Olivier Belmonte
- Laboratoire de Bactériologie, CHU Félix Guyon, Saint-Denis, La Réunion, France
| | - Thomas Garrigos
- Laboratoire de Bactériologie, CHU Félix Guyon, Saint-Denis, La Réunion, France
- UMR PIMIT, Processus Infectieux en Milieu Insulaire Tropical, CNRS 9192, INSERM U1187, IRD 249, Université de La Réunion, Sainte-Clotilde, La Réunion, France
- Centre Régional en Antibiothérapie de La Réunion, Saint-Denis, La Réunion, France
| | - Guillaume Miltgen
- Laboratoire de Bactériologie, CHU Félix Guyon, Saint-Denis, La Réunion, France
- UMR PIMIT, Processus Infectieux en Milieu Insulaire Tropical, CNRS 9192, INSERM U1187, IRD 249, Université de La Réunion, Sainte-Clotilde, La Réunion, France
- Centre Régional en Antibiothérapie de La Réunion, Saint-Denis, La Réunion, France
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24
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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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25
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Ozturk T, Weiss DS. Heteroresistance is a cause of discrepant antibiotic susceptibility testing results. THE LANCET. MICROBE 2024; 5:e312. [PMID: 38244556 DOI: 10.1016/s2666-5247(23)00374-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 11/07/2023] [Accepted: 11/15/2023] [Indexed: 01/22/2024]
Affiliation(s)
- Tugba Ozturk
- Emory Antibiotic Resistance Center, Atlanta, GA, USA; Emory Vaccine Center, Atlanta, GA, USA
| | - David S Weiss
- Emory Antibiotic Resistance Center, Atlanta, GA, USA; Emory Vaccine Center, Atlanta, GA, USA; Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30329, USA.
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26
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Shin JH, Shin D, Kwon KT, Ko KS. Colistin heteroresistance in Citrobacter freundii clinical isolates from Republic of Korea. Diagn Microbiol Infect Dis 2024; 108:116187. [PMID: 38340485 DOI: 10.1016/j.diagmicrobio.2024.116187] [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: 08/24/2023] [Revised: 12/21/2023] [Accepted: 01/15/2024] [Indexed: 02/12/2024]
Abstract
We investigated colistin heteroresistance in Citrobacter freundii isolates from Korean hospitals. Using population analysis profiling (PAP), we detected colistin heteroresistance in 31.3% of isolates. Among these, ST217 was the most prevalent clone (58.5%), particularly within colistin-heteroresistant isolates (80.0%). Interestingly, the second most common clone, ST248, was not found in heteroresistant isolates. We identified amino acid changes in PhoQ, PmrA, and PmrB, along with mRNA overexpression in pmrB and arnD. Colistin monotherapy showed no efficacy, but a combination of colistin and ciprofloxacin successfully eradicated all five isolates, even at 0.5 × minimum inhibitory concentrations. This study underscores the high prevalence of colistin heteroresistance in C. freundii isolates, limiting the effectiveness of colistin monotherapy. Combining colistin with ciprofloxacin may offer a viable treatment option for C. freundii infections.
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Affiliation(s)
- Jong Hyun Shin
- Department of Microbiology, Sungkyunkwan University School of Medicine, Suwon, South Korea
| | - Dongwoo Shin
- Department of Microbiology, Sungkyunkwan University School of Medicine, Suwon, South Korea
| | - Ki Tae Kwon
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, South Korea
| | - Kwan Soo Ko
- Department of Microbiology, Sungkyunkwan University School of Medicine, Suwon, South Korea.
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27
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Braspenning AJMM, Rajakani SG, Sey A, El Bounja M, Lammens C, Glupczynski Y, Malhotra-Kumar S. Assessment of Colistin Heteroresistance among Multidrug-Resistant Klebsiella pneumoniae Isolated from Intensive Care Patients in Europe. Antibiotics (Basel) 2024; 13:281. [PMID: 38534716 DOI: 10.3390/antibiotics13030281] [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: 03/05/2024] [Revised: 03/15/2024] [Accepted: 03/18/2024] [Indexed: 03/28/2024] Open
Abstract
Heteroresistance (HR) to colistin is especially concerning in settings where multi-drug-resistant (MDR) K. pneumoniae are prevalent and empiric use of colistin might lead to treatment failures. This study aimed to assess the frequency of occurrence of colistin HR (CHR) among (MDR) K. pneumoniae (n = 676) isolated from patients hospitalized in 13 intensive care units (ICUs) in six European countries in a clinical trial assessing the impact of decolonization strategies. All isolates were whole-genome-sequenced and studied for in vitro colistin susceptibility. The majority were colistin-susceptible (CS) (n = 597, MIC ≤ 2 µg/mL), and 79 were fully colistin-resistant (CR) (MIC > 2 µg/mL). A total of 288 CS isolates were randomly selected for population analysis profiling (PAP) to assess CHR prevalence. CHR was detected in 108/288 CS K. pneumoniae. No significant association was found between the occurrence of CHR and country, MIC-value, K-antigen type, and O-antigen type. Overall, 92% (617/671) of the K. pneumoniae were MDR with high prevalence among CS (91%, 539/592) and CR (98.7%, 78/79) isolates. In contrast, the proportion of carbapenemase-producing K. pneumoniae (CP-Kpn) was higher among CR (72.2%, 57/79) than CS isolates (29.3%, 174/594). The proportions of MDR and CP-Kpn were similar among CHR (MDR: 85%, 91/107; CP-Kpn: 29.9%, 32/107) and selected CS isolates (MDR: 84.7%, 244/288; CP-Kpn: 28.1%, 80/285). WGS analysis of PAP isolates showed diverse insertion elements in mgrB or even among technical replicates underscoring the stochasticity of the CHR phenotype. CHR isolates showed high sequence type (ST) diversity (Simpson's diversity index, SDI: 0.97, in 52 of the 85 STs tested). CR (SDI: 0.85) isolates were highly associated with specific STs (ST101, ST147, ST258/ST512, p ≤ 0.003). The widespread nature of CHR among MDR K. pneumoniae in our study urge the development of rapid HR detection methods to inform on the need for combination regimens.
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Affiliation(s)
- Anouk J M M Braspenning
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, Universiteit Antwerpen, 2610 Antwerp, Belgium
| | - Sahaya Glingston Rajakani
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, Universiteit Antwerpen, 2610 Antwerp, Belgium
| | - Adwoa Sey
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, Universiteit Antwerpen, 2610 Antwerp, Belgium
| | - Mariem El Bounja
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, Universiteit Antwerpen, 2610 Antwerp, Belgium
| | - Christine Lammens
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, Universiteit Antwerpen, 2610 Antwerp, Belgium
| | - Youri Glupczynski
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, Universiteit Antwerpen, 2610 Antwerp, Belgium
| | - Surbhi Malhotra-Kumar
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, Universiteit Antwerpen, 2610 Antwerp, Belgium
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Pal A, Andersson DI. Bacteria can compensate the fitness costs of amplified resistance genes via a bypass mechanism. Nat Commun 2024; 15:2333. [PMID: 38485998 PMCID: PMC10940297 DOI: 10.1038/s41467-024-46571-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 03/01/2024] [Indexed: 03/18/2024] Open
Abstract
Antibiotic heteroresistance is a phenotype in which a susceptible bacterial population includes a small subpopulation of cells that are more resistant than the main population. Such resistance can arise by tandem amplification of DNA regions containing resistance genes that in single copy are not sufficient to confer resistance. However, tandem amplifications often carry fitness costs, manifested as reduced growth rates. Here, we investigated if and how these fitness costs can be genetically ameliorated. We evolved four clinical isolates of three bacterial species that show heteroresistance to tobramycin, gentamicin and tetracyclines at increasing antibiotic concentrations above the minimal inhibitory concentration (MIC) of the main susceptible population. This led to a rapid enrichment of resistant cells with up to an 80-fold increase in the resistance gene copy number, an increased MIC, and severely reduced growth rates. When further evolved in the presence of antibiotic, these strains acquired compensatory resistance mutations and showed a reduction in copy number while maintaining high-level resistance. A deterministic model indicated that the loss of amplified units was driven mainly by their fitness costs and that the compensatory mutations did not affect the loss rate of the gene amplifications. Our findings suggest that heteroresistance mediated by copy number changes can facilitate and precede the evolution towards stable resistance.
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Affiliation(s)
- Ankita Pal
- Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, SE-751 23, Uppsala, Sweden
| | - Dan I Andersson
- Department of Medical Biochemistry and Microbiology, Uppsala University, Box 582, SE-751 23, Uppsala, Sweden.
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29
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Zhang C, Fu X, Liu Y, Zhao H, Wang G. Burden of infectious diseases and bacterial antimicrobial resistance in China: a systematic analysis for the global burden of disease study 2019. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2024; 43:100972. [PMID: 38076321 PMCID: PMC10700598 DOI: 10.1016/j.lanwpc.2023.100972] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/20/2023] [Accepted: 11/05/2023] [Indexed: 01/04/2025]
Abstract
BACKGROUND Infectious diseases and antimicrobial resistance (AMR) has become pressing concerns in China. We aimed to comprehensively investigate the burden of them. METHODS Data on infectious diseases and AMR were collected by the Global Antimicrobial Resistance Burden study 2019. Multinomial network meta-regression, logistic regression, and ensemble Spatiotemporal Gaussian process regression were used to fit the number and rate in DisMod-MR 2.1 modelling framework. We reported the number and rates of the disease burdens of 12 infectious syndromes by age and sex; described the burden caused by 43 pathogens; estimated the AMR burden of 22 bacteria and bacteria-antibiotics combinations. FINDINGS There were an estimated 1.3 million (95% uncertainty intervals, UI 0.8-1.9) infection-related deaths, accounting for 12.1% of the total deaths in China 2019. Males were 1.5 times more affected than females. Bloodstream infections (BSIs) were most lethal infectious syndrome, associating with 521,392 deaths (286,307-870,583), followed by lower respiratory infections (373,175), and peritoneal and intra-abdominal infections (152,087). These five leading pathogens were S aureus, A baumannii, E coli, S pneumoniae, and E spp., which were associated with 41.2% (502,658/1,218,693) of all infection-related deaths. The pathogens of different infectious syndromes exhibited significant heterogeneity. In 2019, more than 600 thousand deaths were associated with AMR, including 145 thousand deaths attributable to AMR. The top 3 AMR attributable to death were carbapenems-resistance A baumannii (18,143), methicillin-resistance S aureus (16,933) and third-generation cephalosporins-resistance E coli (8032). INTERPRETATION Infectious diseases and bacterial antimicrobial resistance were serious threat to public health in China, related to 1.3 million and more than 600 thousand deaths per-year, respectively. Antimicrobial stewardship was urgent. FUNDING This work was supported by National Natural Science Foundation of China (82270626); China Mega-Project for Infectious Diseases (2017ZX10203202, 2013ZX10002005); the Project of Beijing Science and Technology Committee (Z191100007619037).
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Affiliation(s)
- Chi Zhang
- Department of Infectious Disease, Center for Liver Disease, Peking University First Hospital, Beijing, 100034, China
| | - Xinghuan Fu
- Department of Infectious Disease, Center for Liver Disease, Peking University First Hospital, Beijing, 100034, China
| | - Yiqi Liu
- Department of Infectious Disease, Center for Liver Disease, Peking University First Hospital, Beijing, 100034, China
| | - Hong Zhao
- Department of Infectious Disease, Center for Liver Disease, Peking University First Hospital, Beijing, 100034, China
- Department of Infectious Diseases, Peking University International Hospital, Beijing, 102206, China
| | - Guiqiang Wang
- Department of Infectious Disease, Center for Liver Disease, Peking University First Hospital, Beijing, 100034, China
- Department of Infectious Diseases, Peking University International Hospital, Beijing, 102206, China
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30
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Maeda T, Furusawa C. Laboratory Evolution of Antimicrobial Resistance in Bacteria to Develop Rational Treatment Strategies. Antibiotics (Basel) 2024; 13:94. [PMID: 38247653 PMCID: PMC10812413 DOI: 10.3390/antibiotics13010094] [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: 12/25/2023] [Revised: 01/12/2024] [Accepted: 01/16/2024] [Indexed: 01/23/2024] Open
Abstract
Laboratory evolution studies, particularly with Escherichia coli, have yielded invaluable insights into the mechanisms of antimicrobial resistance (AMR). Recent investigations have illuminated that, with repetitive antibiotic exposures, bacterial populations will adapt and eventually become tolerant and resistant to the drugs. Through intensive analyses, these inquiries have unveiled instances of convergent evolution across diverse antibiotics, the pleiotropic effects of resistance mutations, and the role played by loss-of-function mutations in the evolutionary landscape. Moreover, a quantitative analysis of multidrug combinations has shed light on collateral sensitivity, revealing specific drug combinations capable of suppressing the acquisition of resistance. This review article introduces the methodologies employed in the laboratory evolution of AMR in bacteria and presents recent discoveries concerning AMR mechanisms derived from laboratory evolution. Additionally, the review outlines the application of laboratory evolution in endeavors to formulate rational treatment strategies.
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Affiliation(s)
- Tomoya Maeda
- Laboratory of Microbial Physiology, Research Faculty of Agriculture, Hokkaido University, Kita 9, Nishi 9, Kita-ku, Sapporo 060-8589, Japan
- Center for Biosystems Dynamics Research, RIKEN, 6-2-3 Furuedai, Suita 565-0874, Japan;
| | - Chikara Furusawa
- Center for Biosystems Dynamics Research, RIKEN, 6-2-3 Furuedai, Suita 565-0874, Japan;
- Universal Biology Institute, The University of Tokyo, 7-3-1 Hongo, Tokyo 113-0033, Japan
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31
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Sánchez-León I, Pérez-Nadales E, Marín-Sanz JA, García-Martínez T, Martínez-Martínez L. Heteroresistance to colistin in wild-type Klebsiella pneumoniae isolates from clinical origin. Microbiol Spectr 2023; 11:e0223823. [PMID: 37962370 PMCID: PMC10714954 DOI: 10.1128/spectrum.02238-23] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 10/13/2023] [Indexed: 11/15/2023] Open
Abstract
IMPORTANCE Colistin is one of the last remaining therapeutic options for dealing with Enterobacteriaceae. Unfortunately, heteroresistance to colistin is also rapidly increasing. We described the prevalence of colistin heteroresistance in a variety of wild-type strains of Klebsiella pneumoniae and the evolution of these strains with colistin heteroresistance to a resistant phenotype after colistin exposure and withdrawal. Resistant mutants were characterized at the molecular level, and numerous mutations in genes related to lipopolysaccharide formation were observed. In colistin-treated patients, the evolution of K. pneumoniae heteroresistance to resistance phenotype could lead to higher rates of therapeutic failure.
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Affiliation(s)
- Irene Sánchez-León
- Maimonides Biomedical Research Institute of Cordoba, Cordoba, Spain
- Department of Agricultural Chemistry, Edaphology and Microbiology, University of Cordoba, Cordoba, Spain
| | - Elena Pérez-Nadales
- Maimonides Biomedical Research Institute of Cordoba, Cordoba, Spain
- Department of Agricultural Chemistry, Edaphology and Microbiology, University of Cordoba, Cordoba, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Juan Antonio Marín-Sanz
- Maimonides Biomedical Research Institute of Cordoba, Cordoba, Spain
- Department of Computer Sciences, University of Cordoba, Cordoba, Spain
| | - Teresa García-Martínez
- Department of Agricultural Chemistry, Edaphology and Microbiology, University of Cordoba, Cordoba, Spain
| | - Luis Martínez-Martínez
- Maimonides Biomedical Research Institute of Cordoba, Cordoba, Spain
- Department of Agricultural Chemistry, Edaphology and Microbiology, University of Cordoba, Cordoba, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Clinical Unit of Microbiology, Reina Sofía University Hospital, Cordoba, Spain
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Nwabor OF, Chukamnerd A, Terbtothakun P, Nwabor LC, Surachat K, Roytrakul S, Voravuthikunchai SP, Chusri S. Synergistic effects of polymyxin and vancomycin combinations on carbapenem- and polymyxin-resistant Klebsiella pneumoniae and their molecular characteristics. Microbiol Spectr 2023; 11:e0119923. [PMID: 37905823 PMCID: PMC10715205 DOI: 10.1128/spectrum.01199-23] [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: 04/05/2023] [Accepted: 09/27/2023] [Indexed: 11/02/2023] Open
Abstract
IMPORTANCE This study provides insights into the mechanisms of polymyxin resistance in K. pneumoniae clinical isolates and demonstrates potential strategies of polymyxin and vancomycin combinations for combating this resistance. We also identified possible mechanisms that might be associated with the treatment of these combinations against carbapenem- and polymyxin-resistant K. pneumoniae clinical isolates. The findings have significant implications for the development of alternative therapies and the effective management of infections caused by these pathogens.
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Affiliation(s)
- Ozioma Forstinus Nwabor
- Division of Infectious Diseases, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Arnon Chukamnerd
- Division of Infectious Diseases, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Pawarisa Terbtothakun
- Division of Biological Science, Faculty of Science and Natural Product Research Center of Excellence, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Lois Chinwe Nwabor
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Komwit Surachat
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
- Faculty of Medicine, Translational Medicine Research Center, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Sittiruk Roytrakul
- Functional Proteomics Technology Laboratory, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathumthani, Thailand
| | - Supayang Piyawan Voravuthikunchai
- Faculty of Science, Center of Antimicrobial Biomaterial Innovation-Southeast Asia and Natural Product Research Center of Excellence, Prince of Songkla University, Hat Yai, Songkhla, Thailand
| | - Sarunyou Chusri
- Division of Infectious Diseases, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
- Department of Biomedical Sciences and Biomedical Engineering, Faculty of Medicine, Prince of Songkla University, Hat Yai, Songkhla, Thailand
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Shropshire WC, Amiji H, Bremer J, Selvaraj Anand S, Strope B, Sahasrabhojane P, Gohel M, Aitken S, Spitznogle S, Zhan X, Kim J, Greenberg DE, Shelburne SA. Genetic determinants underlying the progressive phenotype of β-lactam/β-lactamase inhibitor resistance in Escherichia coli. Microbiol Spectr 2023; 11:e0222123. [PMID: 37800937 PMCID: PMC10715226 DOI: 10.1128/spectrum.02221-23] [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: 05/31/2023] [Accepted: 08/23/2023] [Indexed: 10/07/2023] Open
Abstract
IMPORTANCE The increased feasibility of whole-genome sequencing has generated significant interest in using such molecular diagnostic approaches to characterize difficult-to-treat, antimicrobial-resistant (AMR) infections. Nevertheless, there are current limitations in the accurate prediction of AMR phenotypes based on existing AMR gene database approaches, which primarily correlate a phenotype with the presence/absence of a single AMR gene. Our study utilized a large cohort of cephalosporin-susceptible Escherichia coli bacteremia samples to determine how increasing the dosage of narrow-spectrum β-lactamase-encoding genes in conjunction with other diverse β-lactam/β-lactamase inhibitor (BL/BLI) genetic determinants contributes to progressively more severe BL/BLI phenotypes. We were able to characterize the complexity of the genetic mechanisms underlying progressive BL/BLI resistance including the critical role of β-lactamase encoding gene amplification. For the diverse array of AMR phenotypes with complex mechanisms involving multiple genomic factors, our study provides an example of how composite risk scores may improve understanding of AMR genotype/phenotype correlations.
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Affiliation(s)
- William C. Shropshire
- Department of Infectious Diseases, Infection Control, and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Hatim Amiji
- Frank H. Netter MD School of Medicine, Quinnipiac University, Hamden, Connecticut, USA
| | - Jordan Bremer
- Department of Infectious Diseases, Infection Control, and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Selvalakshmi Selvaraj Anand
- Program in Diagnostic Genetics and Genomics, MD Anderson Cancer Center School of Health Professions, Houston, Texas, USA
| | - Benjamin Strope
- Program in Diagnostic Genetics and Genomics, MD Anderson Cancer Center School of Health Professions, Houston, Texas, USA
| | - Pranoti Sahasrabhojane
- Department of Infectious Diseases, Infection Control, and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Marc Gohel
- Department of Infectious Diseases, Infection Control, and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Samuel Aitken
- Division of Pharmacy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sarah Spitznogle
- Division of Pharmacy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Xiaowei Zhan
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Jiwoong Kim
- Quantitative Biomedical Research Center, Peter O’Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - David E. Greenberg
- Department of Microbiology, UT Southwestern, Dallas, Texas, USA
- Department of Internal Medicine, UT Southwestern, Dallas, Texas, USA
| | - Samuel A. Shelburne
- Department of Infectious Diseases, Infection Control, and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Budhwani Z, Buragina JT, Lang J, Acedo JZ. Characterization of the Novel Leaderless Bacteriocin, Bawcin, from Bacillus wiedmannii. Int J Mol Sci 2023; 24:16965. [PMID: 38069290 PMCID: PMC10707071 DOI: 10.3390/ijms242316965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 11/26/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
Abstract
The rise of drug-resistant bacteria is a major threat to public health, highlighting the urgent need for new antimicrobial compounds and treatments. Bacteriocins, which are ribosomally synthesized antimicrobial peptides produced by bacteria, hold promise as alternatives to conventional antibiotics. In this study, we identified and characterized a novel leaderless bacteriocin, bawcin, the first bacteriocin to be characterized from a Bacillus wiedmannii species. Chemically synthesized and purified bawcin was shown to be active against a broad range of Gram-positive bacteria, including foodborne pathogens Staphylococcus aureus, Bacillus cereus, and Listeria monocytogenes. Stability screening revealed that bawcin is stable over a wide range of pH (2.0-10.0), temperature conditions (25-100 °C), and against the proteases, papain and pepsin. Lastly, three-dimensional structure homology modeling suggests that bawcin contains a saposin-fold with amphipathic helices and a highly cationic surface that may be critical for membrane interaction and the subsequent cell death of its targets. This study provides the foundational understanding of the activity and properties of bawcin, offering valuable insights into its applications across different antimicrobial uses, including as a natural preservative in food and livestock industries.
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Affiliation(s)
- Zafina Budhwani
- Department of Chemistry and Physics, Mount Royal University, Calgary, AB T3E 6K6, Canada;
| | - Jenna T. Buragina
- Department of Biology, Mount Royal University, Calgary, AB T3E 6K6, Canada; (J.T.B.)
| | - Jen Lang
- Department of Biology, Mount Royal University, Calgary, AB T3E 6K6, Canada; (J.T.B.)
| | - Jeella Z. Acedo
- Department of Chemistry and Physics, Mount Royal University, Calgary, AB T3E 6K6, Canada;
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Makabenta JMV, Nabawy A, Chattopadhyay AN, Park J, Li CH, Goswami R, Luther DC, Huang R, Hassan MA, Rotello VM. Antimicrobial-loaded biodegradable nanoemulsions for efficient clearance of intracellular pathogens in bacterial peritonitis. Biomaterials 2023; 302:122344. [PMID: 37857021 PMCID: PMC10872928 DOI: 10.1016/j.biomaterials.2023.122344] [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: 04/17/2023] [Revised: 10/02/2023] [Accepted: 10/03/2023] [Indexed: 10/21/2023]
Abstract
Intracellular pathogenic bacteria use immune cells as hosts for bacterial replication and reinfection, leading to challenging systemic infections including peritonitis. The spread of multidrug-resistant (MDR) bacteria and the added barrier presented by host cell internalization limit the efficacy of standard antibiotic therapies for treating intracellular infections. We present a non-antibiotic strategy to treat intracellular infections. Antimicrobial phytochemicals were stabilized and delivered by polymer-stabilized biodegradable nanoemulsions (BNEs). BNEs were fabricated using different phytochemicals, with eugenol-loaded BNEs (E-BNEs) affording the best combination of antimicrobial efficacy, macrophage accumulation, and biocompatibility. The positively-charged polymer groups of the E-BNEs bind to the cell surface of macrophages, facilitating the entry of eugenol that then kills the intracellular bacteria without harming the host cells. Confocal imaging and flow cytometry confirmed that this entry occurred mainly via cholesterol-dependent membrane fusion. As eugenol co-localized and interacted with intracellular bacteria, antibacterial efficacy was maintained. E-BNEs reversed the immunosuppressive effects of MRSA on macrophages. Notably, E-BNEs did not elicit resistance selection after multiple exposures of MRSA to sub-therapeutic doses. The E-BNEs were highly effective against a murine model of MRSA-induced peritonitis with better bacterial clearance (99 % bacteria reduction) compared to clinically-employed treatment with vancomycin. Overall, these findings demonstrate the potential of E-BNEs in treating peritonitis and other refractory intracellular infections.
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Affiliation(s)
- Jessa Marie V Makabenta
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - Ahmed Nabawy
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - Aritra Nath Chattopadhyay
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - Jungmi Park
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - Cheng-Hsuan Li
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - Ritabrita Goswami
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - David C Luther
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - Rui Huang
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - Muhammad Aamir Hassan
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States
| | - Vincent M Rotello
- Department of Chemistry, University of Massachusetts Amherst, 710 North Pleasant Street, Amherst, MA, 01003, United States.
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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. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.21.558832. [PMID: 37790545 PMCID: PMC10542493 DOI: 10.1101/2023.09.21.558832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Antibiotics are considered one of the most important contributions to clinical medicine in the last 100 years. 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-simulations 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 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, Georgia, 30322, USA
- Emory Antibiotic Resistance Center; Atlanta, Georgia, 30322, USA
| | - Brandon A. Berryhill
- Department of Biology, Emory University; Atlanta, Georgia, 30322, USA
- Program in Microbiology and Molecular Genetics, Graduate Division of Biological and Biomedical Sciences, Laney Graduate School, Emory University; Atlanta, GA, 30322, USA
| | - Teresa Gil-Gil
- Department of Biology, Emory University; Atlanta, Georgia, 30322, USA
| | - Joshua A. Manuel
- Department of Biology, Emory University; Atlanta, Georgia, 30322, USA
| | - Andrew P. Smith
- Department of Biology, Emory University; Atlanta, Georgia, 30322, USA
| | - Jacob E. Choby
- Emory Antibiotic Resistance Center; Atlanta, Georgia, 30322, USA
- Emory Vaccine Center; Atlanta, Georgia, 30322, USA
| | - Dan I. Andersson
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, SE-75123, Sweden
| | - David S. Weiss
- Emory Antibiotic Resistance Center; Atlanta, Georgia, 30322, USA
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322, USA
- Georgia Emerging Infections Program, Georgia Department of Public Health; Atlanta, GA, 30322, USA
| | - Fernando Baquero
- Servicio de Microbiología, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria, and Centro de Investigación Médica en Red, Epidemiología y Salud Pública (CIBERESP) Madrid, Spain
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Zheng Z, Shao Z, Lu L, Tang S, Shi K, Gong F, Liu J. Ceftazidime/avibactam combined with colistin: a novel attempt to treat carbapenem-resistant Gram-negative bacilli infection. BMC Infect Dis 2023; 23:709. [PMID: 37864200 PMCID: PMC10589954 DOI: 10.1186/s12879-023-08715-w] [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: 07/10/2023] [Accepted: 10/16/2023] [Indexed: 10/22/2023] Open
Abstract
BACKGROUND The rapid global emergence and spread of carbapenem-resistant Gram-negative bacilli (CR-GNB) is recognized as a major public health concern, and there are currently few effective treatments for CR-GNB infection. The aim of this study was to investigate the clinical characteristics and outcomes of patients with CR-GNB infections treated with ceftazidime/avibactam (CAZ/AVI) combined with colistin from October 2019 to February 2023 in China. METHODS A total of 31 patients with CR-GNB infections were retrospectively identified using the electronic medical record system of Zhejiang Provincial People's Hospital. RESULTS Thirty-one patients were treated with CAZ/AVI combined with colistin. Respiratory tract infections (87%) were most common. The common drug-resistant bacteria encompass Klebsiella pneumonia (54.8%), Acinetobacter baumannii (29.0%), and Pseudomonas aeruginosa (16.1%). The 30-day mortality rate was 29.0%, and the 7-day microbial clearance rate was 64.5%. The inflammatory marker CRP changes, but not PCT and WBC, were statistically significant on days 7 and 14 after combination therapy. There were seven patients developing acute renal injury (AKI) after combination therapy and treating with continuous renal replacement therapy (CRRT). Two patients developed diarrhea. CONCLUSION The combination of CAZ/AVI and colistin has potential efficacy in patients with CR-GNB infection, but more studies are needed to determine whether it can reduce 30-day mortality rates and increase 7-day microbial clearance. At the same time, the adverse reactions of combination therapy should not be ignored.
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Affiliation(s)
- Zihao Zheng
- Fourth School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, Zhejiang Province, China
| | - Ziqiang Shao
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, No. 158 Shangtang Road, Gongshu District, Hangzhou, 310014, Zhejiang Province, China
| | - Lihai Lu
- Fourth School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, Zhejiang Province, China
| | - Siyu Tang
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, Zhejiang Province, China
| | - Kai Shi
- Department of Respiratory Medicine, The Affiliated Hospital of Hangzhou Normal University, Hangzhou, 310015, Zhejiang Province, China
| | - Fangxiao Gong
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, No. 158 Shangtang Road, Gongshu District, Hangzhou, 310014, Zhejiang Province, China
| | - Jingquan Liu
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, No. 158 Shangtang Road, Gongshu District, Hangzhou, 310014, Zhejiang Province, China.
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Lv J, Wang S, Qi C, Li M, Sun Y, Yang Y, Zeng C, Shen R, Ma H. A fluorescent quaternary phosphonium main-chain-type polymer: an opportunity to fabricate functional materials with excellent antibacterial activity and bacterial imaging capability. J Mater Chem B 2023; 11:9237-9245. [PMID: 37702147 DOI: 10.1039/d3tb01240a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/14/2023]
Abstract
The large-scale transmission and infection of pathogens worldwide have encouraged scientists to develop new antibacterial agents that do not succumb to bacterial resistance, which is not only of significant research interest but also challenging. In this work, we fabricated two main-chain (MC)-type cationic polymers (TPE-ammonium polymer and TPE-phosphonium polymer) through a one-step 100% atomic economic reaction. The two polymers demonstrated very promising antibacterial activity and their minimal inhibitory concentration (MIC) values are lower than that of most previously reported antibacterial agents. Especially, the phosphonium-doped MC polymer exhibited very small MICs of 0.24 and 0.98 μg mL-1 against S. aureus and E. coli, respectively. This excellent antibacterial performance by the TPE-phosphonium polymer is attributed to the advantages of the MC-type polymer such as its large molecular weight (Mn = 103 011) and stronger polarization effect from the P atom. More impressively, depending on the typical aggregation-induced emission (AIE) property and excellent antibacterial behaviors, the TPE-phosphonium polymer was successfully used for bacterial imaging and real-time monitoring of bacterial viability.
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Affiliation(s)
- Jiawei Lv
- Key Laboratory of Polymer Materials of Gansu Province, Key Laboratory of Eco-Environment-Related Polymer Materials Ministry of Education, College of Chemistry and Chemical Engineering, Northwest Normal University, Lanzhou 730070, P. R. China.
| | - Saicuo Wang
- China Agricultural Vet. Bio. Science and Technology Co., Ltd, Lanzhou 730046, P. R. China
| | - Chunxuan Qi
- AIE Research Centre, Shaanxi Key Laboratory of Phytochemistry, College of Chemistry and Chemical Engineering, Baoji University of Arts and Sciences, Baoji 721013, P. R. China
| | - Muheman Li
- Key Laboratory of Polymer Materials of Gansu Province, Key Laboratory of Eco-Environment-Related Polymer Materials Ministry of Education, College of Chemistry and Chemical Engineering, Northwest Normal University, Lanzhou 730070, P. R. China.
| | - Yuqing Sun
- Key Laboratory of Polymer Materials of Gansu Province, Key Laboratory of Eco-Environment-Related Polymer Materials Ministry of Education, College of Chemistry and Chemical Engineering, Northwest Normal University, Lanzhou 730070, P. R. China.
| | - Yuan Yang
- Key Laboratory of Polymer Materials of Gansu Province, Key Laboratory of Eco-Environment-Related Polymer Materials Ministry of Education, College of Chemistry and Chemical Engineering, Northwest Normal University, Lanzhou 730070, P. R. China.
| | - Cheng Zeng
- Key Laboratory of Polymer Materials of Gansu Province, Key Laboratory of Eco-Environment-Related Polymer Materials Ministry of Education, College of Chemistry and Chemical Engineering, Northwest Normal University, Lanzhou 730070, P. R. China.
| | - Richao Shen
- Key Laboratory of Polymer Materials of Gansu Province, Key Laboratory of Eco-Environment-Related Polymer Materials Ministry of Education, College of Chemistry and Chemical Engineering, Northwest Normal University, Lanzhou 730070, P. R. China.
| | - Hengchang Ma
- Key Laboratory of Polymer Materials of Gansu Province, Key Laboratory of Eco-Environment-Related Polymer Materials Ministry of Education, College of Chemistry and Chemical Engineering, Northwest Normal University, Lanzhou 730070, P. R. China.
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Ji W, Zhang P, Feng G, Cheng YZ, Wang TX, Yuan D, Cha R, Ding X, Lei S, Han BH. Synthesis of a covalent organic framework with hetero-environmental pores and its medicine co-delivery application. Nat Commun 2023; 14:6049. [PMID: 37770448 PMCID: PMC10539374 DOI: 10.1038/s41467-023-41622-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 09/12/2023] [Indexed: 09/30/2023] Open
Abstract
The topology type and the functionalization of pores play an important role in regulating the performance of covalent organic frameworks. Herein, we designed and synthesized the covalent organic framework with hetero-environmental pores using predesigned asymmetrical dialdehyde monomer. According to the results of structural characterization, crystallinity investigation, and theoretical calculation, the hetero-environmental pores of the obtained framework are regarded as the alternant arrangement. The distinctive hetero pore structure leads the designed material to show more advantages as compared with control materials in loading both hydrophobic and hydrophilic antibiotics for wound healing. This dual-antibiotic strategy can expand the antibacterial range as compared with the single antibiotic one, and reduce the generation of drug resistance. In summary, this strategy for designing covalent organic frameworks with hetero-environmental pores can extend the structural variety and provide a pathway for improving the practical application performance of these materials.
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Affiliation(s)
- Wenyan Ji
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
- Department of Chemistry, School of Science & Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin University, Tianjin, 300072, China
| | - Pai Zhang
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
| | - Guangyuan Feng
- Department of Chemistry, School of Science & Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin University, Tianjin, 300072, China
| | - Yuan-Zhe Cheng
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Tian-Xiong Wang
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Daqiang Yuan
- State Key Laboratory of Structure Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences (CAS), Fuzhou, 350002, China
| | - Ruitao Cha
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China.
| | - Xuesong Ding
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China.
| | - Shengbin Lei
- Department of Chemistry, School of Science & Collaborative Innovation Center of Chemical Science and Engineering (Tianjin), Tianjin University, Tianjin, 300072, China.
- Tianjin Key Laboratory of Molecular Optoelectronic Science, Tianjin University, Tianjin, 300072, China.
| | - Bao-Hang Han
- CAS Key Laboratory of Nanosystem and Hierarchical Fabrication, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, 100190, China.
- University of Chinese Academy of Sciences, Beijing, 100049, China.
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Monogue ML, Sanders JM, Pybus CA, Kim J, Zhan X, Clark AE, Greenberg DE. Ceftolozane/tazobactam heteroresistance in cystic fibrosis-related Pseudomonas aeruginosa infections. JAC Antimicrob Resist 2023; 5:dlad083. [PMID: 37441352 PMCID: PMC10333726 DOI: 10.1093/jacamr/dlad083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023] Open
Abstract
Objectives Cystic fibrosis (CF) patients are often colonized with Pseudomonas aeruginosa. During treatment, P. aeruginosa can develop subpopulations exhibiting variable in vitro antimicrobial (ABX) susceptibility patterns. Heteroresistance (HR) may underlie reported discrepancies between in vitro susceptibility results and clinical responses to various ABXs. Here, we sought to examine the presence and nature of P. aeruginosa polyclonal HR (PHR) and monoclonal HR (MHR) to ceftolozane/tazobactam in isolates originating from CF pulmonary exacerbations. Methods This was a single-centre, non-controlled study. Two hundred and forty-six P. aeruginosa isolates from 26 adult CF patients were included. PHR was defined as the presence of different ceftolozane/tazobactam minimum inhibitory concentration (MIC) values among P. aeruginosa isolates originating from a single patient specimen. Population analysis profiles (PAPs) were performed to assess the presence of MHR, defined as ≥4-fold change in the ceftolozane/tazobactam MIC from a single P. aeruginosa colony. Results Sixteen of 26 patient specimens (62%) contained PHR P. aeruginosa populations. Of these 16 patients, 6 (23%) had specimens in which PHR P. aeruginosa isolates exhibited ceftolozane/tazobactam MICs with categorical differences (i.e. susceptible versus resistant) compared to results reported as part of routine care. One isolate, PSA 1311, demonstrated MHR. Canonical ceftolozane/tazobactam resistance genes were not found in the MHR isolates (MHR PSA 1311 or PHR PSA 6130). Conclusions Ceftolozane/tazobactam PHR exists among P. aeruginosa isolates in this work, and approximately a quarter of these populations contained isolates with ceftolozane/tazobactam susceptibiilty interpretations different from what was reported clinically, supporting concerns surrounding the utility of traditional susceptibility testing methodology in the setting of CF specimens. Genome sequencing of isolates with acquired MHR to ceftolozane/tazobactam revealed variants of unknown significance. Future work will be centred on determining the significance of these mutations to better understand these data in clinical context.
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Affiliation(s)
| | - James M Sanders
- Department of Pharmacy, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Department of Internal Medicine, Infectious Diseases and Geographic Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Christine A Pybus
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Jiwoong Kim
- Department of Population and Data Sciences, Quantitative Biomedical Research Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Xiaowei Zhan
- Department of Population and Data Sciences, Quantitative Biomedical Research Center, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Andrew E Clark
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - David E Greenberg
- Department of Internal Medicine, Infectious Diseases and Geographic Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Department of Microbiology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
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Jaggavarapu S, Hufnagel DA, Weiss DS. Pre-existing heterogeneity facilitates development of heteroresistance upon gene acquisition. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.24.550411. [PMID: 37546825 PMCID: PMC10402025 DOI: 10.1101/2023.07.24.550411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
Antibiotic resistance causes 1.27 million global deaths annually and is predicted to worsen. Heteroresistance is a form of resistance in which only a minor and unstable subpopulation of cells of a bacterial isolate are resistant to a given antibiotic, and are therefore often undetected by clinical diagnostics. These infrequent and undetected resistant cells can be selected during antibiotic therapy, expand in number, and cause unexplained treatment failures. A major question is how heteroresistance evolves. Here, studying the antibiotic fosfomycin, we report that heteroresistance can develop from a pre-existing state of phenotypic heterogeneity in which an isolate harbors a subpopulation with increased minimum inhibitory concentration (MIC), but below the clinical resistance breakpoint. We call this phenomenon heterosusceptibility and demonstrate that acquisition of a resistance gene, fosA, increases the MIC of the subpopulation beyond the breakpoint, making the isolate heteroresistant. Conversely, deletion of fosA from a heteroresistant isolate led to reduction of the MIC of the resistant subpopulation without a loss of heterogeneity, thus generating heterosusceptibility. A survey of 103 carbapenem-resistant Enterobacterales (CRE) revealed that the Escherichia sp. isolates lacked the fosA gene and uniformly exhibited fosfomycin heterosusceptibility, whereas the Klebsiella and Enterobacter encoded the fosA gene and were almost exclusively heteroresistant. Furthermore, some isolates exhibited heterosusceptibility to other antibiotics, demonstrating that this is a widespread phenomenon. These results highlight a mechanism for the evolution of heteroresistance and suggest that surveillance for heterosusceptibility may facilitate the prediction of impending heteroresistance before it evolves.
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Affiliation(s)
- Siddharth Jaggavarapu
- Emory Antibiotic Resistance Center, Atlanta, GA, USA
- Emory Vaccine Center, Atlanta, GA, USA
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, GA, USA
| | - David A. Hufnagel
- Emory Antibiotic Resistance Center, Atlanta, GA, USA
- Emory Vaccine Center, Atlanta, GA, USA
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, GA, USA
| | - David S. Weiss
- Emory Antibiotic Resistance Center, Atlanta, GA, USA
- Emory Vaccine Center, Atlanta, GA, USA
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, GA, USA
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Huang Z, Liu H, Zhang X, Tang M, Lin Y, Feng L, Ye J, Zhou T, Chen L. Ceftazidime-Decorated Gold Nanoparticles: a Promising Strategy against Clinical Ceftazidime-Avibactam-Resistant Enterobacteriaceae with Different Resistance Mechanisms. Antimicrob Agents Chemother 2023; 67:e0026223. [PMID: 37358468 PMCID: PMC10353462 DOI: 10.1128/aac.00262-23] [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: 02/27/2023] [Accepted: 06/06/2023] [Indexed: 06/27/2023] Open
Abstract
Nanoparticle-based antibiotic delivery systems are essential in combating antibiotic-resistant bacterial infections arising from acquired resistance and/or biofilm formation. Here, we report that the ceftazidime-decorated gold nanoparticles (CAZ_Au NPs) can effectively kill clinical ceftazidime-avibactam-resistant Enterobacteriaceae with various resistance mechanisms. Further study of underlying antibacterial mechanisms suggests that CAZ_Au NPs can damage the bacterial cell membrane and increase the level of intracellular reactive oxygen species. Moreover, CAZ_Au NPs show great potential in inhibiting biofilm formation and eradicating mature biofilms via crystal violet and scanning electron microscope assays. In addition, CAZ_Au NPs demonstrate excellent performance in improving the survival rate in the mouse model of abdominal infection. In addition, CAZ_Au NPs show no significant toxicity at bactericidal concentrations in the cell viability assay. Thus, this strategy provides a simple way to drastically improve the potency of ceftazidime as an antibiotic and its use in further biomedical applications.
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Affiliation(s)
- Zeyu Huang
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Haifeng Liu
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xiaotuan Zhang
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Miran Tang
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yuzhan Lin
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Luozhu Feng
- School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Jianzhong Ye
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Tieli Zhou
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Lijiang Chen
- Department of Clinical Laboratory, Key Laboratory of Clinical Laboratory Diagnosis and Translational Research of Zhejiang Province, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
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Rajakani SG, Xavier BB, Sey A, Mariem EB, Lammens C, Goossens H, Glupczynski Y, Malhotra-Kumar S. Insight into Antibiotic Synergy Combinations for Eliminating Colistin Heteroresistant Klebsiella pneumoniae. Genes (Basel) 2023; 14:1426. [PMID: 37510330 PMCID: PMC10378790 DOI: 10.3390/genes14071426] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/04/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
Colistin heteroresistance has been identified in several bacterial species, including Escherichia coli and Klebsiella pneumoniae, and may underlie antibiotic therapy failures since it most often goes undetected by conventional antimicrobial susceptibility tests. This study utilizes population analysis profiling (PAP) and time-kill assay for the detection of heteroresistance in K. pneumoniae and for evaluating the association between in vitro regrowth and heteroresistance. The mechanisms of colistin resistance and the ability of combination therapies to suppress resistance selection were also analysed. In total, 3 (18%) of the 16 colistin-susceptible strains (MIC ≤ 2 mg/L) were confirmed to be heteroresistant to colistin by PAP assay. In contrast to the colistin-susceptible control strains, all three heteroresistant strains showed regrowth when exposed to colistin after 24 h following a rapid bactericidal action. Colistin resistance in all the resistant subpopulations was due to the disruption of the mgrB gene by various insertion elements such as ISKpn14 of the IS1 family and IS903B of the IS5 family. Colistin combined with carbapenems (imipenem, meropenem), aminoglycosides (amikacin, gentamicin) or tigecycline was found to elicit in vitro synergistic effects against these colistin heteroresistant strains. Our experimental results showcase the potential of combination therapies for treatment of K. pneumoniae infections associated with colistin heteroresistance.
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Affiliation(s)
- Sahaya Glingston Rajakani
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, 2610 Antwerp, Belgium
| | - Basil Britto Xavier
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, 2610 Antwerp, Belgium
| | - Adwoa Sey
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, 2610 Antwerp, Belgium
| | - El Bounja Mariem
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, 2610 Antwerp, Belgium
| | - Christine Lammens
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, 2610 Antwerp, Belgium
| | - Herman Goossens
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, 2610 Antwerp, Belgium
| | - Youri Glupczynski
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, 2610 Antwerp, Belgium
| | - Surbhi Malhotra-Kumar
- Laboratory of Medical Microbiology, Vaccine & Infectious Disease Institute, University of Antwerp, 2610 Antwerp, Belgium
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Russo A, Bruni A, Gullì S, Borrazzo C, Quirino A, Lionello R, Serapide F, Garofalo E, Serraino R, Romeo F, Marascio N, Matera G, Longhini F, Trecarichi EM, Torti C. Efficacy of cefiderocol- vs colistin-containing regimen for treatment of bacteraemic ventilator-associated pneumonia caused by carbapenem-resistant Acinetobacter baumannii in patients with COVID-19. Int J Antimicrob Agents 2023; 62:106825. [PMID: 37088438 PMCID: PMC10121149 DOI: 10.1016/j.ijantimicag.2023.106825] [Citation(s) in RCA: 46] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 04/13/2023] [Accepted: 04/14/2023] [Indexed: 04/25/2023]
Abstract
INTRODUCTION Ventilator-associated pneumonia (VAP) caused by carbapenem-resistant Acinetobacter baumannii (CRAB) in patients hospitalized in intensive care units (ICUs) is an important and challenging complication, including in patients with coronavirus disease 2019 (COVID-19). Considering the poor lung penetration of most antibiotics, including intravenous colistin due to the poor pharmacokinetics/pharmacodynamics at the infection site, the choice of the best antibiotic regimen is still being debated. METHODS This single-centre, observational study was conducted from March 2020 to August 2022, and included all patients hospitalized consecutively with VAP and concomitant bloodstream infection due to CRAB in the COVID-ICU. The main goal of the study was to evaluate risk factors associated with survival or death at 30 days from VAP onset. A propensity score for receiving therapy was added to the model. RESULTS During the study period, 73 patients who developed VAP and concomitant positive blood cultures caused by CRAB were enrolled in the COVID-ICU. Of these patients, 67 (91.7%) developed septic shock, 42 (57.5%) had died at 14 days and 59 (80.8%) had died at 30 days. Overall, 54 (74%) patients were treated with a colistin-containing regimen and 19 (26%) were treated with a cefiderocol-containing regimen. Cox regression analysis showed that chronic obstructive pulmonary disease and age were independently associated with 30-day mortality. Conversely, cefiderocol-containing regimens and cefiderocol + fosfomycin in combination were independently associated with 30-day survival, as confirmed by propensity score analysis. CONCLUSIONS This real-life study in patients with bacteraemic VAP caused by CRAB provides useful suggestions for clinicians, showing a possible benefit of cefiderocol and its association with fosfomycin.
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Affiliation(s)
- A Russo
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy.
| | - A Bruni
- Anaesthesia and Intensive Care Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - S Gullì
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - C Borrazzo
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - A Quirino
- Clinical Microbiology Unit, Department of Health Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - R Lionello
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - F Serapide
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - E Garofalo
- Anaesthesia and Intensive Care Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - R Serraino
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - F Romeo
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - N Marascio
- Clinical Microbiology Unit, Department of Health Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - G Matera
- Clinical Microbiology Unit, Department of Health Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - F Longhini
- Anaesthesia and Intensive Care Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - E M Trecarichi
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
| | - C Torti
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, 'Magna Graecia' University of Catanzaro, Catanzaro, Italy
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Sánchez-León I, García-Martínez T, Diene SM, Pérez-Nadales E, Martínez-Martínez L, Rolain JM. Heteroresistance to Colistin in Clinical Isolates of Klebsiella pneumoniae Producing OXA-48. Antibiotics (Basel) 2023; 12:1111. [PMID: 37508209 PMCID: PMC10375995 DOI: 10.3390/antibiotics12071111] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 06/21/2023] [Accepted: 06/26/2023] [Indexed: 07/30/2023] Open
Abstract
Heteroresistance to colistin can be defined as the presence of resistant subpopulations in an isolate that is susceptible to this antibiotic. Colistin resistance in Gram-negative bacteria is more frequently related to chromosomal mutations and insertions. This work aimed to study heteroresistance in nine clinical isolates of Klebsiella pneumoniae producing OXA-48 and to describe genomic changes in mutants with acquired resistance in vitro. Antimicrobial susceptibility was determined by broth microdilution (BMD) and heteroresistance by population analysis profiling (PAP). The proteins related to colistin resistance were analyzed for the presence of mutations. Additionally, PCR of the mgrB gene was performed to identify the presence of insertions. In the nine parental isolates, the PAP method showed colistin heteroresistance of colonies growing on plates with concentrations of up to 64 mg/L, corresponding to stable mutant subpopulations. The MICs of some mutants from the PAP plate containing 4×MIC of colistin had absolute values of ≤2 mg/L that were higher than the parental MICs and were defined as persistent variants. PCR of the mgrB gene identified an insertion sequence that inactivated the gene in 21 mutants. Other substitutions in the investigated mutants were found in PhoP, PhoQ, PmrB, PmrC, CrrA and CrrB proteins. Colistin heteroresistance in K. pneumoniae isolates was attributed mainly to insertions in the mgrB gene and point mutations in colistin resistance proteins. The results of this study will improve understanding regarding the mechanisms of colistin resistance in mutants of K. pneumoniae producing OXA-48.
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Affiliation(s)
- Irene Sánchez-León
- Maimonides Biomedical Research Institute of Cordoba, 14004 Cordoba, Spain
- Department of Agricultural Chemistry, Edaphology and Microbiology, Agrifood Campus of International Excellence CeiA3, University of Cordoba, 14014 Cordoba, Spain
| | - Teresa García-Martínez
- Department of Agricultural Chemistry, Edaphology and Microbiology, Agrifood Campus of International Excellence CeiA3, University of Cordoba, 14014 Cordoba, Spain
| | - Seydina M Diene
- Microbes Evolution Phylogeny and Infections (MEPHI), IRD, APHM, IHU Méditerranée Infection, Faculté de Médecine et de Pharmacie, Aix-Marseille-University, 13005 Marseille, France
| | - Elena Pérez-Nadales
- Maimonides Biomedical Research Institute of Cordoba, 14004 Cordoba, Spain
- Department of Agricultural Chemistry, Edaphology and Microbiology, Agrifood Campus of International Excellence CeiA3, University of Cordoba, 14014 Cordoba, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Luis Martínez-Martínez
- Maimonides Biomedical Research Institute of Cordoba, 14004 Cordoba, Spain
- Department of Agricultural Chemistry, Edaphology and Microbiology, Agrifood Campus of International Excellence CeiA3, University of Cordoba, 14014 Cordoba, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Clinical Unit of Microbiology, Reina Sofía University Hospital, 14004 Cordoba, Spain
| | - Jean-Marc Rolain
- Microbes Evolution Phylogeny and Infections (MEPHI), IRD, APHM, IHU Méditerranée Infection, Faculté de Médecine et de Pharmacie, Aix-Marseille-University, 13005 Marseille, France
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Jo J, Kwon KT, Ko KS. Multiple heteroresistance to tigecycline and colistin in Acinetobacter baumannii isolates and its implications for combined antibiotic treatment. J Biomed Sci 2023; 30:37. [PMID: 37287044 DOI: 10.1186/s12929-023-00914-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Accepted: 03/21/2023] [Indexed: 06/09/2023] Open
Abstract
BACKGROUND We investigated the presence of heteroresistance against both tigecycline and colistin in Acinetobacter baumannii and then evaluated the effectiveness of combined antibiotic treatment given the existence of discrete tigecycline- and colistin-resistant subpopulations. METHODS We performed population analysis profiling (PAP) to evaluate the degree of composite heteroresistance in A. baumannii isolates, with the extent of this resistance quantified using subsequent antibiotic susceptibility testing. We then evaluated the amino acid sequence of PmrBAC and the relative mRNA expression levels of pmrB. Finally, we investigated the combined antibiotic efficacy of tigecycline and colistin in multiple-heteroresistant isolates using dual PAP and in vitro time-killing assays. RESULTS All tigecycline-heteroresistant A. baumannii isolates, with the exception of one colistin-resistant isolate, were also heteroresistant to colistin. Evaluations of the colistin-resistant subpopulations revealed amino acid alterations in PmrA and PmrB and increased expression of pmrB. All tigecycline-resistant subpopulations were susceptible to colistin, and all colistin-resistant subpopulations were susceptible to tigecycline. Dual PAP analysis using tigecycline and colistin showed no heteroresistance, and in vitro time-killing assays revealed that a combination of these two antibiotics effectively eliminated the bacterial cells. CONCLUSION Our results suggest that multiple heteroresistance to tigecycline and colistin is highly prevalent among A. baumannii clinical isolates and that these resistant subpopulations exist independently in single multiple heteroresistant isolates. Therefore, our findings may explain the success of combined antibiotic therapies in these infections.
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Affiliation(s)
- Jeongwoo Jo
- Department of Microbiology, Sungkyunkwan University School of Medicine, Suwon, 16419, Republic of Korea
| | - Ki Tae Kwon
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Kwan Soo Ko
- Department of Microbiology, Sungkyunkwan University School of Medicine, Suwon, 16419, Republic of Korea.
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Lohsen S, Stephens DS. Inducible Mega-Mediated Macrolide Resistance Confers Heteroresistance in Streptococcus pneumoniae. Antimicrob Agents Chemother 2023; 67:e0131922. [PMID: 36847556 PMCID: PMC10019249 DOI: 10.1128/aac.01319-22] [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: 03/01/2023] Open
Abstract
In Streptococcus pneumoniae (Spn), the 5.4 to 5.5 kb Macrolide Genetic Assembly (Mega) encodes an efflux pump (Mef[E]) and a ribosomal protection protein (Mel) conferring antibiotic resistance to commonly used macrolides in clinical isolates. We found the macrolide-inducible Mega operon provides heteroresistance (more than 8-fold range in MICs) to 14- and 15-membered ring macrolides. Heteroresistance is commonly missed during traditional clinical resistance screens but is highly concerning as resistant subpopulations can persist despite treatment. Spn strains containing the Mega element were screened via Etesting and population analysis profiling (PAP). All Mega-containing Spn strains screened displayed heteroresistance by PAP. The heteroresistance phenotype was linked to the mRNA expression of the mef(E)/mel operon of the Mega element. Macrolide induction uniformly increased Mega operon mRNA expression across the population, and heteroresistance was eliminated. A deletion of the 5' regulatory region of the Mega operon results in a mutant deficient in induction as well as in heteroresistance. The mef(E)L leader peptide sequence of the 5' regulatory region was required for induction and heteroresistance. Treatment with a noninducing 16-membered ring macrolide antibiotic did not induce the mef(E)/mel operon or eliminate the heteroresistance phenotype. Thus, inducibility of the Mega element by 14- and 15-membered macrolides and heteroresistance are linked in Spn. The stochastic variation in mef(E)/mel expression in a Spn population containing Mega provides the basis for heteroresistance.
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Affiliation(s)
- Sarah Lohsen
- Departments of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - David S. Stephens
- Departments of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
- Departments of Microbiology and Immunology, Emory University School of Medicine, Atlanta, Georgia, USA
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48
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Roch M, Sierra R, Andrey DO. Antibiotic heteroresistance in ESKAPE pathogens, from bench to bedside. Clin Microbiol Infect 2023; 29:320-325. [PMID: 36270588 DOI: 10.1016/j.cmi.2022.10.018] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 09/23/2022] [Accepted: 10/13/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Heteroresistance refers to subpopulation-mediated differential antimicrobial susceptibility within a clonal bacterial population. Usually, it designates a resistant subpopulation identified within an isolate considered susceptible by classical antimicrobial susceptibility testing. Heteroresistance lacks a uniform microbiological definition for diagnostic laboratories, and its clinical impact remains unclear for most bacterial species. OBJECTIVES This narrative review aims to provide a practical overview on the latest developments in the field of heteroresistance for both clinical microbiologists and physicians, with a particular focus on ESKAPE pathogens. SOURCES A literature search was performed on Pubmed and Google with the key words heteroresistance (heterogeneity OR heterogeneous) AND antibiotic resistance. Among the 836 publications selected based on their abstracts, the most relevant for the detection, epidemiology and clinical impact of heteroresistance in ESKAPE pathogens are discussed here. CONTENT Heteroresistance is only clearly defined for heterogeneous vancomycin intermediate Staphylococcus aureus. We compiled a larger microbiological definition to be applicable to other bacterial species and antibiotics in the clinical context. We highlighted the key technical points of population analysis profile, which is the reference standard for detecting heteroresistance. Heteroresistance to polymyxins, β-lactams (carbapenems, cefiderocol), fosfomycin, tigecycline and aminoglycosides is frequently reported in multidrug-resistant gram-negative pathogens. Treatment failure due to heteroresistance has been described in case reports or retrospective studies, so far confirmed by meta-analyses in the case of heterogeneous vancomycin intermediate S. aureus only. Finally, to treat pandrug-resistant bacterial infections, the option of targeting susceptible subpopulations of resistant isolates using tailored antibiotic combinations is also discussed. IMPLICATIONS Systematic heteroresistance screening by clinical laboratories is not currently recommended. Nevertheless, we should be aware of this phenomenon, and in specific cases, such as treatment failure, heteroresistance should be tested by reference laboratories. Additional studies using standardized methods are needed to improve our understanding of heteroresistance and further assess its clinical impact.
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Affiliation(s)
- Mélanie Roch
- Department of Microbiology and Molecular Medicine, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Roberto Sierra
- Department of Microbiology and Molecular Medicine, Faculty of Medicine, University of Geneva, Geneva, Switzerland; Division of Infectious Diseases, Department of Medicine, Geneva University Hospitals and Medical School, Geneva, Switzerland
| | - Diego O Andrey
- Division of Infectious Diseases, Department of Medicine, Geneva University Hospitals and Medical School, Geneva, Switzerland; Division of Laboratory Medicine, Department of Diagnostics, Geneva University Hospitals and University of Geneva, Geneva, Switzerland.
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Toirac B, Aguilera-Correa JJ, Mediero A, Esteban J, Jiménez-Morales A. The Antimicrobial Activity of Micron-Thin Sol-Gel Films Loaded with Linezolid and Cefoxitin for Local Prevention of Orthopedic Prosthesis-Related Infections. Gels 2023; 9:gels9030176. [PMID: 36975625 PMCID: PMC10048042 DOI: 10.3390/gels9030176] [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: 01/30/2023] [Revised: 02/13/2023] [Accepted: 02/21/2023] [Indexed: 03/29/2023] Open
Abstract
Orthopedic prosthesis-related infections (OPRI) are an essential health concern. OPRI prevention is a priority and a preferred option over dealing with poor prognosis and high-cost treatments. Micron-thin sol-gel films have been noted for a continuous and effective local delivery system. This study aimed to perform a comprehensive in vitro evaluation of a novel hybrid organic-inorganic sol-gel coating developed from a mixture of organopolysiloxanes and organophosphite and loaded with different concentrations of linezolid and/or cefoxitin. The kinetics of degradation and antibiotics release from the coatings were measured. The inhibition of biofilm formation of the coatings against Staphylococcus aureus, S. epidermidis, and Escherichia coli strains was studied, as well as the cell viability and proliferation of MC3T3-E1 osteoblasts. The microbiological assays demonstrated that sol-gel coatings inhibited the biofilm formation of the evaluated Staphylococcus species; however, no inhibition of the E. coli strain was achieved. A synergistic effect of the coating loaded with both antibiotics was observed against S. aureus. The cell studies showed that the sol-gels did not compromise cell viability and proliferation. In conclusion, these coatings represent an innovative therapeutic strategy with potential clinical use to prevent staphylococcal OPRI.
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Affiliation(s)
- Beatriz Toirac
- Materials Science and Engineering and Chemical Engineering Department, Carlos III University of Madrid, 28911 Madrid, Spain
| | - John Jairo Aguilera-Correa
- Clinical Microbiology Department, IIS-Fundación Jiménez Díaz, UAM, 28040 Madrid, Spain
- CIBERINFEC-Consorcio Centro de Investigación Biomédica en Red (CIBER) de Enfermedades Infecciosas, 28029 Madrid, Spain
| | - Aranzazu Mediero
- Bone and Joint Unit, IIS-Fundación Jiménez Díaz, UAM, 28040 Madrid, Spain
| | - Jaime Esteban
- Clinical Microbiology Department, IIS-Fundación Jiménez Díaz, UAM, 28040 Madrid, Spain
- CIBERINFEC-Consorcio Centro de Investigación Biomédica en Red (CIBER) de Enfermedades Infecciosas, 28029 Madrid, Spain
| | - Antonia Jiménez-Morales
- Materials Science and Engineering and Chemical Engineering Department, Carlos III University of Madrid, 28911 Madrid, Spain
- CIBERINFEC-Consorcio Centro de Investigación Biomédica en Red (CIBER) de Enfermedades Infecciosas, 28029 Madrid, Spain
- Alvaro Alonso Barba Technological Institute of Chemistry and Materials, Carlos III University of Madrid, 28911 Madrid, Spain
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Tabcheh J, Vergalli J, Davin-Régli A, Ghanem N, Pages JM, Al-Bayssari C, Brunel JM. Rejuvenating the Activity of Usual Antibiotics on Resistant Gram-Negative Bacteria: Recent Issues and Perspectives. Int J Mol Sci 2023; 24:1515. [PMID: 36675027 PMCID: PMC9864949 DOI: 10.3390/ijms24021515] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 01/05/2023] [Accepted: 01/09/2023] [Indexed: 01/13/2023] Open
Abstract
Antibiotic resistance continues to evolve and spread beyond all boundaries, resulting in an increase in morbidity and mortality for non-curable infectious diseases. Due to the failure of conventional antimicrobial therapy and the lack of introduction of a novel class of antibiotics, novel strategies have recently emerged to combat these multidrug-resistant infectious microorganisms. In this review, we highlight the development of effective antibiotic combinations and of antibiotics with non-antibiotic activity-enhancing compounds to address the widespread emergence of antibiotic-resistant strains.
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Affiliation(s)
- Jinane Tabcheh
- Aix Marseille University, INSERM, SSA, MCT, 13385 Marseille, France
- Faculty of Science 3, Lebanese University, Michel Slayman Tripoli Campus, Tripoli 1352, Lebanon
| | - Julia Vergalli
- Aix Marseille University, INSERM, SSA, MCT, 13385 Marseille, France
| | - Anne Davin-Régli
- Aix Marseille University, INSERM, SSA, MCT, 13385 Marseille, France
| | - Noha Ghanem
- Faculty of Science 3, Lebanese University, Michel Slayman Tripoli Campus, Tripoli 1352, Lebanon
| | - Jean-Marie Pages
- Aix Marseille University, INSERM, SSA, MCT, 13385 Marseille, France
| | - Charbel Al-Bayssari
- Department of Medical Laboratory Sciences, Faculty of Health Sciences, University of Balamand, Beirut P.O. Box 55251, Lebanon
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