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Li F, Gu S, Zhao C, Zheng Y, Zhu J, Hu L, Hang Y. The detection and utilization of volatile metabolomics in Klebsiella pneumoniae by gas chromatography-ion mobility spectrometry. Sci Rep 2024; 14:26122. [PMID: 39478041 PMCID: PMC11525675 DOI: 10.1038/s41598-024-77746-3] [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: 06/24/2024] [Accepted: 10/24/2024] [Indexed: 11/02/2024] Open
Abstract
This research aimed to analyze the volatile compounds emitted during the proliferation of Klebsiella pneumoniae (K. pneumoniae) in the laboratory setting using gas chromatography-ion mobility spectrometry (GC-IMS) and to investigate the potential of volatile metabolomics for detecting carbapenemase-producing strains of K. pneumoniae. The volatile metabolomics of K. pneumoniae were comprehensively analyzed using GC-IMS in tryptic soy broth (TSB) as the culture medium. Afterward, the growth stabilization period (T2) served as the primary time point for analysis, with the introduction of imipenem and carbapenemase inhibitors (avibactam sodium or EDTA) during the exponential growth phase (T0) to further investigate alterations in volatile molecules associated with K. pneumoniae. Standard strains were utilized as references, while clinical strains were employed for validation purposes. At T2, a total of 22 volatile organic compounds (VOCs) associated with K. pneumoniae were identified (3 VOCs found in both monomer and dimer forms). Significant differences in VOCs were observed between carbapenemase-negative and carbapenemase-positive strains, both standard and clinical, following the introduction of imipenem. Furthermore, the addition of avibactam sodium led to distinct changes in the VOC content of strains producing class A carbapenemase, while the addition of EDTA resulted in specific alterations in the volatile metabolic profiles of strains producing class B carbapenemase. GC-IMS demonstrated significant promise for analyzing bacterial volatile metabolomics, and its application in evaluating the volatolomics of K. pneumoniae may facilitate the timely detection of carbapenemase-producing strains.
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Affiliation(s)
- 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, Mingde Road No.1, Nanchang, 330006, 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, Mingde Road No.1, Nanchang, 330006, Jiangxi, People's Republic of China
| | - 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, Mingde Road No.1, Nanchang, 330006, Jiangxi, People's Republic of China
- School of Public Health, 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, Mingde Road No.1, Nanchang, 330006, 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, Mingde Road No.1, Nanchang, 330006, Jiangxi, People's Republic of China
- School of Public Health, 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, Mingde Road No.1, Nanchang, 330006, 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, Mingde Road No.1, Nanchang, 330006, Jiangxi, People's Republic of China.
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2
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Żuchowska K, Filipiak W. Modern approaches for detection of volatile organic compounds in metabolic studies focusing on pathogenic bacteria: Current state of the art. J Pharm Anal 2024; 14:100898. [PMID: 38634063 PMCID: PMC11022102 DOI: 10.1016/j.jpha.2023.11.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 10/03/2023] [Accepted: 11/15/2023] [Indexed: 04/19/2024] Open
Abstract
Pathogenic microorganisms produce numerous metabolites, including volatile organic compounds (VOCs). Monitoring these metabolites in biological matrices (e.g., urine, blood, or breath) can reveal the presence of specific microorganisms, enabling the early diagnosis of infections and the timely implementation of targeted therapy. However, complex matrices only contain trace levels of VOCs, and their constituent components can hinder determination of these compounds. Therefore, modern analytical techniques enabling the non-invasive identification and precise quantification of microbial VOCs are needed. In this paper, we discuss bacterial VOC analysis under in vitro conditions, in animal models and disease diagnosis in humans, including techniques for offline and online analysis in clinical settings. We also consider the advantages and limitations of novel microextraction techniques used to prepare biological samples for VOC analysis, in addition to reviewing current clinical studies on bacterial volatilomes that address inter-species interactions, the kinetics of VOC metabolism, and species- and drug-resistance specificity.
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Affiliation(s)
- Karolina Żuchowska
- Department of Pharmacodynamics and Molecular Pharmacology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Torun, 85-089 Bydgoszcz, Poland
| | - Wojciech Filipiak
- Department of Pharmacodynamics and Molecular Pharmacology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Torun, 85-089 Bydgoszcz, Poland
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Qamar MU, Ejaz H, Mohsin M, Hadjadj L, Karadeniz A, Rolain JM, Saleem Z, Diene SM. Co-existence of NDM-, aminoglycoside- and fluoroquinolone-resistant genes in carbapenem-resistant Escherichia coli clinical isolates from Pakistan. Future Microbiol 2023; 18:959-969. [PMID: 37656032 DOI: 10.2217/fmb-2023-0068] [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] [Indexed: 09/02/2023] Open
Abstract
Background: To determine the prevalence of antimicrobial-resistant genes in carbapenem-resistant Escherichia coli (CRECO). Methods: A total of 290 carbapenem-resistant bacteria were collected from tertiary care hospitals in Lahore (Pakistan). These isolates were confirmed by VITEK 2 and matrix-assisted laser desorption/ionization time of flight. The minimum inhibitory concentration was performed by VITEK 2. Sequence typing, resistant gene identification, DNA hybridization and replicate typing were also performed. Results: 33 out of 290 (11.3%) were CRECO and carried blaNDM; 69, 18 and 12% were NDM-1, NDM-5 and NDM-7, respectively, with 100% resistance to β-lactams and β-lactam inhibitors. ST405 and ST468 were mostly identified. NDM-ECO carried approximately 50-450 kb of plasmids and 16 (55%) were associated with IncA/C. Conclusion: NDM-1-producing E. coli are highly prevalent in clinical settings.
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Affiliation(s)
- Muhammad Usman Qamar
- Institute of Microbiology, Faculty of Life Sciences, Government College University Faisalabad, 38000, Pakistan
| | - Hasan Ejaz
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University, Saudi Arabia
| | - Mashkoor Mohsin
- Institute of Microbiology, University of Agriculture, Faisalabad, 38000, Pakistan
| | - Linda Hadjadj
- Aix Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Faculté de Pharmacie, Marseille, France
| | - Aylin Karadeniz
- Aix Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Faculté de Pharmacie, Marseille, France
| | - Jean-Marc Rolain
- Aix Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Faculté de Pharmacie, Marseille, France
| | - Zikria Saleem
- Department of Pharmacy Practice, Faculty of Pharmacy, Bahauddin Zakariya University, Multan, 60800, Pakistan
| | - Seydina M Diene
- Aix Marseille Univ, IRD, APHM, MEPHI, IHU-Méditerranée Infection, Faculté de Pharmacie, Marseille, France
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4
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Ahmed WM, Fenn D, White IR, Dixon B, Nijsen TME, Knobel HH, Brinkman P, Van Oort PMP, Schultz MJ, Dark P, Goodacre R, Felton T, Bos LDJ, Fowler SJ. Microbial Volatiles as Diagnostic Biomarkers of Bacterial Lung Infection in Mechanically Ventilated Patients. Clin Infect Dis 2023; 76:1059-1066. [PMID: 36310531 PMCID: PMC10029988 DOI: 10.1093/cid/ciac859] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 10/18/2022] [Accepted: 10/27/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Early and accurate recognition of respiratory pathogens is crucial to prevent increased risk of mortality in critically ill patients. Microbial-derived volatile organic compounds (mVOCs) in exhaled breath could be used as noninvasive biomarkers of infection to support clinical diagnosis. METHODS In this study, we investigated the diagnostic potential of in vitro-confirmed mVOCs in the exhaled breath of patients under mechanical ventilation from the BreathDx study. Samples were analyzed by thermal desorption-gas chromatography-mass spectrometry. RESULTS Pathogens from bronchoalveolar lavage (BAL) cultures were identified in 45 of 89 patients and Staphylococcus aureus was the most commonly identified pathogen (n = 15). Of 19 mVOCs detected in the in vitro culture headspace of 4 common respiratory pathogens (S. aureus, Pseudomonas aeruginosa, Klebsiella pneumoniae, and Escherichia coli), 14 were found in exhaled breath samples. Higher concentrations of 2 mVOCs were found in the exhaled breath of patients infected with S. aureus compared to those without (3-methylbutanal: P < .01, area under the receiver operating characteristic curve [AUROC] = 0.81-0.87; and 3-methylbutanoic acid: P = .01, AUROC = 0.79-0.80). In addition, bacteria identified from BAL cultures that are known to metabolize tryptophan (E. coli, Klebsiella oxytoca, and Haemophilus influenzae) were grouped and found to produce higher concentrations of indole compared to breath samples with culture-negative (P = .034) and other pathogen-positive (P = .049) samples. CONCLUSIONS This study demonstrates the capability of using mVOCs to detect the presence of specific pathogen groups with potential to support clinical diagnosis. Although not all mVOCs were found in patient samples within this small pilot study, further targeted and qualitative investigation is warranted using multicenter clinical studies.
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Affiliation(s)
- Waqar M Ahmed
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, and Manchester Academic Health Science Centre and National Institute for Health Research Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
| | - Dominic Fenn
- Department of Respiratory Medicine, Amsterdam UMC-location AMC, University of Amsterdam, Amsterdam, The Netherlands
- Laboratory of Experimental Intensive Care and Anaesthesiology, Amsterdam University Medical Center (UMC), Academic Medical Center (AMC), Amsterdam, The Netherlands
| | - Iain R White
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, and Manchester Academic Health Science Centre and National Institute for Health Research Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
- Laboratory for Environmental and Life Science, University of Nova Gorica, Nova Gorica, Slovenia
| | - Breanna Dixon
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, and Manchester Academic Health Science Centre and National Institute for Health Research Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
| | | | - Hugo H Knobel
- Eurofins Materials Science Netherlands BV, High Tech Campus, Eindhoven, The Netherlands
| | - Paul Brinkman
- Department of Respiratory Medicine, Amsterdam UMC-location AMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Pouline M P Van Oort
- Department of Anaesthesiology, Amsterdam UMC Location VU Medical Center, Amsterdam, The Netherlands
| | - Marcus J Schultz
- Intensive Care, Amsterdam UMC Location AMC, Amsterdam, The Netherlands
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
- Department of Clinical Affairs, Hamilton Medical AG, Chur, Switzerland
| | - Paul Dark
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, and Manchester Academic Health Science Centre and National Institute for Health Research Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
- Critical Care Unit, Salford Royal NHS Foundation Trust, Northern Care Alliance NHS Group, Manchester, United Kingdom
| | - Royston Goodacre
- Centre for Metabolomics Research, Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Timothy Felton
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, and Manchester Academic Health Science Centre and National Institute for Health Research Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
| | - Lieuwe D J Bos
- Department of Respiratory Medicine, Amsterdam UMC-location AMC, University of Amsterdam, Amsterdam, The Netherlands
- Laboratory of Experimental Intensive Care and Anaesthesiology, Amsterdam University Medical Center (UMC), Academic Medical Center (AMC), Amsterdam, The Netherlands
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | - Stephen J Fowler
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, and Manchester Academic Health Science Centre and National Institute for Health Research Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
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Li W, Wang J, Li C, Zong Z, Zhao J, Gao H, Liu D. Achieving Ultrasensitive Chromogenic Probes for Rapid, Direct Detection of Carbapenemase-Producing Bacteria in Sputum. JACS AU 2023; 3:227-238. [PMID: 36711106 PMCID: PMC9875220 DOI: 10.1021/jacsau.2c00607] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/12/2022] [Accepted: 12/16/2022] [Indexed: 06/18/2023]
Abstract
Carbapenemase-producing bacteria (CPB) stand as the most dangerous "superbugs" in the clinic. Rapid point-of-care (POC) detection of CPB in clinical samples is key to timely and effective infection management. We herein report the first ultrasensitive chromogenic probe that allows direct POC detection of CPB in clinical sputum samples at a sample-to-result time of less than 15 min. This chromogenic probe is modularly designed by conjugating the carbapenem core with a benzene derivative bearing an electronegativity-tunable substituent. Unexpectedly high sensitivity was achieved simply by choosing strong electron-withdrawing substituents, such as -N+(CH3)3, without resorting to complex molecular design. Through integrating the probes with a portable paper chip, 24 out of 80 clinical sputum samples from sepsis patients with lung infections were quickly diagnosed as CPB-positive, exhibiting 100% clinical sensitivity and specificity. This low-cost paper chip assay can be readily performed on-site, breaking through the dilemma of rapid CPB detection, especially in resource-limited settings.
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Affiliation(s)
- Wenshuai Li
- State
Key Laboratory of Medicinal Chemical Biology, Research Center for
Analytical Sciences, and Tianjin Key Laboratory of Molecular Recognition
and Biosensing, Frontiers Science Center for New Organic Matter, College
of Chemistry, Nankai University, Tianjin300071, China
| | - Jingjing Wang
- Department
of Intensive Care Unit, Key Laboratory for Critical Care Medicine
of the Ministry of Health, Emergency Medicine Research Institute,
Tianjin First Center Hospital, School of Medicine, Nankai University, Tianjin300071, China
| | - Chen Li
- College
of Arts and Sciences, Shanxi Agricultural
University, Taigu030801, China
| | - Zhiyou Zong
- State
Key Laboratory of Medicinal Chemical Biology, Research Center for
Analytical Sciences, and Tianjin Key Laboratory of Molecular Recognition
and Biosensing, Frontiers Science Center for New Organic Matter, College
of Chemistry, Nankai University, Tianjin300071, China
| | - Jinzhong Zhao
- College
of Arts and Sciences, Shanxi Agricultural
University, Taigu030801, China
| | - Hongmei Gao
- Department
of Intensive Care Unit, Key Laboratory for Critical Care Medicine
of the Ministry of Health, Emergency Medicine Research Institute,
Tianjin First Center Hospital, School of Medicine, Nankai University, Tianjin300071, China
| | - Dingbin Liu
- State
Key Laboratory of Medicinal Chemical Biology, Research Center for
Analytical Sciences, and Tianjin Key Laboratory of Molecular Recognition
and Biosensing, Frontiers Science Center for New Organic Matter, College
of Chemistry, Nankai University, Tianjin300071, China
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Mahazu S, Prah I, Ota Y, Hayashi T, Nukui Y, Suzuki M, Hoshino Y, Akeda Y, Suzuki T, Ishino T, Ablordey A, Saito R. Klebsiella Species and Enterobacter cloacae Isolates Harboring blaOXA-181 and blaOXA-48: Resistome, Fitness Cost, and Plasmid Stability. Microbiol Spectr 2022; 10:e0332022. [PMID: 36453894 PMCID: PMC9769605 DOI: 10.1128/spectrum.03320-22] [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: 08/31/2022] [Accepted: 11/11/2022] [Indexed: 12/03/2022] Open
Abstract
IncX3 and IncL plasmids have been named as catalysts advancing dissemination of blaOXA-181 and blaOXA-48 genes. However, their impact on the performance of host cells is vastly understudied. Genetic characteristics of blaOXA-48- and blaOXA-181-containing Klebsiella pneumoniae (EFN299), Klebsiella quasipneumoniae (EFN262), and Enterobacter cloacae (EFN743) isolated from clinical samples in a Ghanaian hospital were investigated by whole-genome sequencing. Transfer of plasmids by conjugation and electroporation, plasmid stability, fitness cost, and genetic context of blaOXA-48, blaOXA-181, and blaDHA-1 were assessed. blaOXA-181 was carried on two IncX3 plasmids, an intact 51.5-kb IncX3 plasmid (p262-OXA-181) and a 45.3-kb IncX3 plasmid (p743-OXA-181) without replication protein sequence. The fluoroquinolone-resistant gene qnrS1 region was also excised, and unlike in p262-OXA-181, the blaOXA-181 drug-resistant region was not found on a composite transposon. blaOXA-48 was carried on a 74.6-kb conjugative IncL plasmid with unknown ~10.9-kb sequence insertion. This IncL plasmid proved to be highly transferable, with a conjugation efficiency of 1.8 × 10-2. blaDHA-1 was present on an untypeable 22.2 kb genetic structure. Plasmid stability test revealed plasmid loss rate between 4.3% and 12.4%. The results also demonstrated that carriage of IncX3-blaOXA-181 or IncL-blaOXA-48 plasmids was not associated with any fitness defect, but rather an enhanced competitive ability of host cells. This study underscores the significant contribution of IncX3 and IncL plasmids in the dissemination of resistance genes and their efficient transfer calls for regular monitoring to control the expansion of resistant strains. IMPORTANCE The growing rate of antibiotic resistance is an important global health threat. This threat is exacerbated by the lack of safe and potent alternatives to carbapenems in addition to the slow developmental process of newer and effective antibiotics. Infections by carbapenem-resistant Gram-negative bacteria are becoming almost untreatable, leading to poor clinical outcomes and high mortality rates. OXA-48-like carbapenemases are one of the most widespread carbapenemases accounting for resistance among Enterobacteriaecae. We characterized OXA-48- and OXA-181-producing Enterobacteriaecae to gain insights into the genetic basis and mechanism of resistance to carbapenems. Findings from the study showed that the genes encoding these enzymes were carried on highly transmissible plasmids, one of which had sequences absent in other similar plasmids. This implies that mobile genetic elements are important players in the dissemination of resistance genes. Further characterization of this plasmid is warranted to determine the role of this sequence in the spread of resistance genes.
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Affiliation(s)
- Samiratu Mahazu
- Department of Molecular Microbiology, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Parasitology and Tropical Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Isaac Prah
- Department of Molecular Microbiology, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Molecular Virology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yusuke Ota
- Department of Molecular Microbiology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takaya Hayashi
- Department of Molecular Virology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Yoko Nukui
- Department of Infection Control and Prevention, Tokyo Medical and Dental University Hospital, Tokyo, Japan
- Department of Infection Control and Laboratory Medicine, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Masato Suzuki
- Antimicrobial Resistance Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yoshihiko Hoshino
- Department of Mycobacteriology, Leprosy Research Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Yukihiro Akeda
- Department of Bacteriology I, National Institute of Infectious Diseases, Tokyo, Japan
| | - Toshihiko Suzuki
- Department of Bacterial Pathogenesis, Tokyo Medical and Dental University, Tokyo, Japan
| | - Tomoko Ishino
- Department of Parasitology and Tropical Medicine, Tokyo Medical and Dental University, Tokyo, Japan
| | - Anthony Ablordey
- Department of Bacteriology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Ryoichi Saito
- Department of Molecular Microbiology, Tokyo Medical and Dental University, Tokyo, Japan
- Department of Infection Control and Prevention, Tokyo Medical and Dental University Hospital, Tokyo, Japan
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7
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Dixon B, Ahmed WM, Felton T, Fowler SJ. Molecular phenotyping approaches for the detection and monitoring of carbapenem-resistant Enterobacteriaceae by mass spectrometry. J Mass Spectrom Adv Clin Lab 2022; 26:9-19. [PMID: 36105942 PMCID: PMC9464899 DOI: 10.1016/j.jmsacl.2022.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 08/31/2022] [Accepted: 09/01/2022] [Indexed: 11/16/2022] Open
Affiliation(s)
- Breanna Dixon
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom
- Manchester Institute of Biotechnology, University of Manchester, United Kingdom
| | - Waqar M Ahmed
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom
- Manchester Institute of Biotechnology, University of Manchester, United Kingdom
| | - Tim Felton
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom
- NIHR Manchester Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
| | - Stephen J Fowler
- Division of Immunology, Immunity to Infection and Respiratory Medicine, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom
- NIHR Manchester Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, United Kingdom
- Corresponding author at: Education and Research Centre, Wythenshawe Hospital, Manchester M23 9LT, United Kingdom.
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8
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Filipiak W, Żuchowska K, Marszałek M, Depka D, Bogiel T, Warmuzińska N, Bojko B. GC-MS profiling of volatile metabolites produced by Klebsiella pneumoniae. Front Mol Biosci 2022; 9:1019290. [PMID: 36330222 PMCID: PMC9623108 DOI: 10.3389/fmolb.2022.1019290] [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: 08/14/2022] [Accepted: 09/30/2022] [Indexed: 12/02/2022] Open
Abstract
Currently used methods for diagnosing ventilator-associated pneumonia (VAP) are complex, time-consuming and require invasive procedures while empirical antibacterial therapy applies broad spectrum antibiotics that may promote antimicrobial resistance. Hence, novel and fast methods based on alternative markers are needed for VAP detection and differentiation of causative pathogens. Pathogenic bacteria produce a broad range of volatile organic compounds (VOCs), some of which may potentially serve as biomarkers for microorganism identification. Additionally, monitoring of dynamically changing VOCs concentration profiles may indicate emerging pneumonia and allow timely implementation of appropriate antimicrobial treatment. This study substantially extends the knowledge on bacterial metabolites providing the unambiguous identification of volatile metabolites produced by carbapenem-resistant and susceptible strains of Klebsiella pneumoniae (confirmed with pure standards in addition to mass spectra match) but also revealing their temporary concentration profiles (along the course of pathogen proliferation) and dependence on the addition of antibiotic (imipenem) to bacteria. Furthermore, the clinical strains of K. pneumoniae isolated from bronchoalveolar lavage specimens collected from mechanically ventilated patients were investigated to reveal, whether bacterial metabolites observed in model experiments with reference strains could be relevant for wild pathogens as well. In all experiments, the headspace samples from bacteria cultures were collected on multibed sorption tubes and analyzed by GC-MS. Sampling was done under strictly controlled conditions at seven time points (up to 24 h after bacteria inoculation) to follow the dynamic changes in VOC concentrations, revealing three profiles: release proportional to bacteria load, temporary maximum and uptake. Altogether 32 VOCs were released by susceptible and 25 VOCs by resistant strain, amongst which 2-pentanone, 2-heptanone, and 2-nonanone were significantly higher for carbapenem-resistant KPN. Considerably more metabolites (n = 64) were produced by clinical isolates and in higher diversity compared to reference KPN strains.
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Affiliation(s)
- Wojciech Filipiak
- Department of Pharmacodynamics and Molecular Pharmacology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, Bydgoszcz, Poland
- *Correspondence: Wojciech Filipiak,
| | - Karolina Żuchowska
- Department of Pharmacodynamics and Molecular Pharmacology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, Bydgoszcz, Poland
| | - Marta Marszałek
- Department of Pharmacodynamics and Molecular Pharmacology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, Bydgoszcz, Poland
| | - Dagmara Depka
- Department of Microbiology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, Bydgoszcz, Poland
| | - Tomasz Bogiel
- Department of Microbiology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, Bydgoszcz, Poland
| | - Natalia Warmuzińska
- Department of Pharmacodynamics and Molecular Pharmacology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, Bydgoszcz, Poland
| | - Barbara Bojko
- Department of Pharmacodynamics and Molecular Pharmacology, Faculty of Pharmacy, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, Bydgoszcz, Poland
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9
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Steppert I, Schönfelder J, Schultz C, Kuhlmeier D. Rapid in vitro differentiation of bacteria by ion mobility spectrometry. Appl Microbiol Biotechnol 2021; 105:4297-4307. [PMID: 33974116 PMCID: PMC8140968 DOI: 10.1007/s00253-021-11315-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 04/08/2021] [Accepted: 04/20/2021] [Indexed: 12/03/2022]
Abstract
Rapid screening of infected people plays a crucial role in interrupting infection chains. However, the current methods for identification of bacteria are very tedious and labor intense. Fast on-site screening for pathogens based on volatile organic compounds (VOCs) by ion mobility spectrometry (IMS) could help to differentiate between healthy and potentially infected subjects. As a first step towards this, the feasibility of differentiating between seven different bacteria including resistant strains was assessed using IMS coupled to multicapillary columns (MCC-IMS). The headspace above bacterial cultures was directly drawn and analyzed by MCC-IMS after 90 min of incubation. A cluster analysis software and statistical methods were applied to select discriminative VOC clusters. As a result, 63 VOC clusters were identified, enabling the differentiation between all investigated bacterial strains using canonical discriminant analysis. These 63 clusters were reduced to 7 discriminative VOC clusters by constructing a hierarchical classification tree. Using this tree, all bacteria including resistant strains could be classified with an AUC of 1.0 by receiver-operating characteristic analysis. In conclusion, MCC-IMS is able to differentiate the tested bacterial species, even the non-resistant and their corresponding resistant strains, based on VOC patterns after 90 min of cultivation. Although this result is very promising, in vivo studies need to be performed to investigate if this technology is able to also classify clinical samples. With a short analysis time of 5 min, MCC-IMS is quite attractive for a rapid screening for possible infections in various locations from hospitals to airports. Key Points • Differentiation of bacteria by MCC-IMS is shown after 90-min cultivation. • Non-resistant and resistant strains can be distinguished. • Classification of bacteria is possible based on metabolic features.
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Affiliation(s)
- Isabel Steppert
- MicroDiagnostics, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany.,Institute for Biochemistry and Biology, University of Potsdam, Potsdam, Germany
| | - Jessy Schönfelder
- MicroDiagnostics, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany. .,Project Hub Microelectronic and Optical Systems for Biomedicine MEOS, Fraunhofer Institute for Cell Therapy and Immunology IZI, Erfurt, Germany.
| | - Carolyn Schultz
- MicroDiagnostics, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany
| | - Dirk Kuhlmeier
- MicroDiagnostics, Fraunhofer Institute for Cell Therapy and Immunology IZI, Leipzig, Germany.,Project Hub Microelectronic and Optical Systems for Biomedicine MEOS, Fraunhofer Institute for Cell Therapy and Immunology IZI, Erfurt, Germany
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10
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Yang X, Zeng J, Zhou Q, Yu X, Zhong Y, Wang F, Du H, Nie F, Pang X, Wang D, Fan Y, Bai T, Xu Y. Elevating NagZ Improves Resistance to β-Lactam Antibiotics via Promoting AmpC β-Lactamase in Enterobacter cloacae. Front Microbiol 2020; 11:586729. [PMID: 33250874 PMCID: PMC7672007 DOI: 10.3389/fmicb.2020.586729] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 10/02/2020] [Indexed: 11/13/2022] Open
Abstract
Enterobacter cloacae complex (ECC), one of the most common opportunistic pathogens causing multiple infections in human, is resistant to β-lactam antibiotics mainly due to its highly expressed chromosomal AmpC β-lactamase. It seems that regulation of chromosomal AmpC β-lactamase is associated with peptidoglycan recycling. However, underlying mechanisms are still poorly understood. In this study, we confirmed that NagZ, a glycoside hydrolase participating in peptidoglycan recycling in Gram-negative bacteria, plays a crucial role in developing resistance of E. cloacae (EC) to β-lactam antibiotics by promoting expression of chromosomal AmpC β-lactamase. Our data shows that NagZ was significantly up-regulated in resistant EC (resistant to at least one type of the third or fourth generation cephalosporins) compared to susceptible EC (susceptible to all types of the third and fourth generation cephalosporins). Similarly, the expression and β-lactamase activity of ampC were markedly enhanced in resistant EC. Moreover, ectopic expression of nagZ enhanced ampC expression and resistance to β-lactam antibiotics in susceptible EC. To further understand functions of NagZ in β-lactam resistance, nagZ-knockout EC model (ΔnagZ EC) was constructed by homologous recombination. Conversely, ampC mRNA and protein levels were down-regulated, and resistance to β-lactam antibiotics was attenuated in ΔnagZ EC, while specific complementation of nagZ was able to rescue ampC expression and resistance in ΔnagZ EC. More interestingly, NagZ and its hydrolyzates 1,6-anhydromuropeptides (anhMurNAc) could induce the expression of other target genes of AmpR (a global transcriptional factor), which suggested that the promotion of AmpC by NagZ is mediated AmpR activated by anhMurNAc in EC. In conclusion, these findings provide new elements for a better understanding of resistance in EC, which is crucial for the identification of novel potential drug targets.
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Affiliation(s)
- Xianggui Yang
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Jun Zeng
- Division of Pulmonary and Critical Care Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Qin Zhou
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Xuejing Yu
- Department of Cardiothoracic Surgery, University of Utah, Salt Lake City, UT, United States
| | - Yuanxiu Zhong
- Department of Biotechnology, Chengdu Medical College, Chengdu, China
| | - Fuying Wang
- Department of Cardiothoracic Surgery, University of Utah, Salt Lake City, UT, United States
| | - Hongfei Du
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Fang Nie
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Xueli Pang
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Dan Wang
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Yingzi Fan
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Tingting Bai
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Ying Xu
- Department of Laboratory Medicine, Clinical Medical College and The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
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11
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Sen S, Sarkar K. Effective Biocidal and Wound Healing Cogency of Biocompatible Glutathione: Citrate-Capped Copper Oxide Nanoparticles Against Multidrug-Resistant Pathogenic Enterobacteria. Microb Drug Resist 2020; 27:616-627. [PMID: 33048008 DOI: 10.1089/mdr.2020.0131] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Multidrug-resistant (MDR) superficial bacterial infections caused by carbapenem-resistant Enterobacter sp. and Klebsiella sp. have emerged as major threats toward global health care management. In search of a novel antimicrobial, our main objectives were to explore the antimicrobial, antibiofilm, and wound healing potential of glutathione and citrate-capped copper oxide nanoparticles (CuNPs) against gram-negative MDR pathogens Klebsiella quasipneumoniae and Enterobacter sp., ensuring the lowest possible host cell nano-cytotoxicity and minimum susceptibility of the CuNPs toward oxidation. The CuNPs were found to elicit reactive oxygen species (ROS) generation within bacterial cells, inhibiting the bacterial growth and division. They contributed to the remodeling of the bacterial lipopolysaccharide, induced membrane lysis, and promoted antibiofilm activities by reduced cell-cell aggregation and matrix destabilization while displaying excellent biocompatibility against HEK-293 and HeLa cell lines. The CuNPs were also instrumental in preventing postsurgical wound infections and aiding in wound closure in the murine excisional wound model, as observed in albino Wistar rats, forcing us to believe that the CuNPs are bioactive in wound therapy. The results are encouraging and demands further experimental exploitation of the particles in treating other MDR gram-negative infections, irrespective of their resistance status.
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Affiliation(s)
- Samya Sen
- Department of Microbiology, University of Kalyani, Kalyani, India
| | - Keka Sarkar
- Department of Microbiology, University of Kalyani, Kalyani, India
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12
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VOC fingerprints: metabolomic signatures of biothreat agents with and without antibiotic resistance. Sci Rep 2020; 10:11746. [PMID: 32678173 PMCID: PMC7367350 DOI: 10.1038/s41598-020-68622-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 06/30/2020] [Indexed: 12/21/2022] Open
Abstract
Category A and B biothreat agents are deemed to be of great concern by the US Centers for Disease Control and Prevention (CDC) and include the bacteria Francisella tularensis, Yersinia pestis, Burkholderia mallei, and Brucella species. Underscored by the impact of the 2020 SARS-CoV-2 outbreak, 2016 Zika pandemic, 2014 Ebola outbreak, 2001 anthrax letter attacks, and 1984 Rajneeshee Salmonella attacks, the threat of future epidemics/pandemics and/or terrorist/criminal use of pathogenic organisms warrants continued exploration and development of both classic and alternative methods of detecting biothreat agents. Volatile organic compounds (VOCs) comprise a large and highly diverse group of carbon-based molecules, generally related by their volatility at ambient temperature. Recently, the diagnostic potential of VOCs has been realized, as correlations between the microbial VOC metabolome and specific bacterial pathogens have been identified. Herein, we describe the use of microbial VOC profiles as fingerprints for the identification of biothreat-relevant microbes, and for differentiating between a kanamycin susceptible and resistant strain. Additionally, we demonstrate microbial VOC profiling using a rapid-throughput VOC metabolomics method we refer to as ‘simultaneous multifiber headspace solid-phase microextraction’ (simulti-hSPME). Finally, through VOC analysis, we illustrate a rapid non-invasive approach to the diagnosis of BALB/c mice infected with either F. tularensis SCHU S4 or Y. pestis CO92.
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13
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Hala S, Antony CP, Alshehri M, Althaqafi AO, Alsaedi A, Mufti A, Kaaki M, Alhaj-Hussein BT, Zowawi HM, Al-Amri A, Pain A. First report of Klebsiella quasipneumoniae harboring bla KPC-2 in Saudi Arabia. Antimicrob Resist Infect Control 2019; 8:203. [PMID: 31890159 PMCID: PMC6923860 DOI: 10.1186/s13756-019-0653-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 11/14/2019] [Indexed: 12/20/2022] Open
Abstract
Background Nosocomial infections caused by multi-drug resistant Enterobacteriaceae are a global public health threat that ought to be promptly identified, reported, and addressed accurately. Many carbapenem-resistant Enterobacteriaceae-associated genes have been identified in Saudi Arabia but not the endemic Klebsiella pneumoniae carbapenemases (KPCs), which are encoded by blaKPC-type genes. KPCs are known for their exceptional spreading potential. Methods We collected n = 286 multi-drug resistant (MDR) Klebsiella spp. isolates as part of screening for resistant patterns from a tertiary hospital in Saudi Arabia between 2014 and 2018. Antimicrobial susceptibility testing was carried out using both VITEK II and the broth microdilution of all collected isolates. Detection of resistance-conferring genes was carried out using Illumina whole-genome shotgun sequencing and PacBio SMRT sequencing protocols. Results A Carbapenem-resistant Enterobacteriaceae (CRE) Klebsiella quasipneumoniae subsp. similipneumoniae strain was identified as a novel ST-3510 carrying a blaKPC-2 carbapenemase encoding gene. The isolate, designated as NGKPC-421, was obtained from shotgun Whole Genome Sequencing (WGS) surveillance of 286 MDR Klebsiella spp. clinical isolates. The NGKPC-421 isolate was collected from a septic patient in late 2017 and was initially misidentified as K. pneumoniae. The sequencing and assembly of the NGKPC-421 genome resulted in the identification of a putative ~ 39.4 kb IncX6 plasmid harboring a blaKPC-2 gene, flanked by transposable elements (ISKpn6-blaKPC-2–ISKpn27). Conclusion This is the first identification of a KPC-2-producing CRE in the Gulf region. The impact on this finding is of major concern to the public health in Saudi Arabia, considering that it is the religious epicenter with a continuous mass influx of pilgrims from across the world. Our study strongly highlights the importance of implementing rapid sequencing-based technologies in clinical microbiology for precise taxonomic classification and monitoring of antimicrobial resistance patterns.
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Affiliation(s)
- Sharif Hala
- 1Pathogen Genomics Laboratory, Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.,Clinical Microbiology Department, King Abdullah International Medical Research Centre - Ministry of National Guard Health Affairs, Jeddah, Saudi Arabia.,3King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
| | - Chakkiath Paul Antony
- 1Pathogen Genomics Laboratory, Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.,7Red Sea Research Center, Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Mohammed Alshehri
- Clinical Microbiology Department, King Abdullah International Medical Research Centre - Ministry of National Guard Health Affairs, Jeddah, Saudi Arabia.,3King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
| | - Abdulhakeem O Althaqafi
- 3King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia.,WHO Collaborating Centre for Infection Prevention and Control, and GCC Center for Infection Control, Riyadh, Saudi Arabia
| | - Asim Alsaedi
- 3King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia.,WHO Collaborating Centre for Infection Prevention and Control, and GCC Center for Infection Control, Riyadh, Saudi Arabia
| | - Areej Mufti
- 3King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
| | - Mai Kaaki
- 3King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
| | | | - Hosam M Zowawi
- Clinical Microbiology Department, King Abdullah International Medical Research Centre - Ministry of National Guard Health Affairs, Jeddah, Saudi Arabia.,3King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia.,WHO Collaborating Centre for Infection Prevention and Control, and GCC Center for Infection Control, Riyadh, Saudi Arabia.,5UQ Centre for Clinical Research, Herston, Queensland, The University of Queensland, Queensland, Australia
| | - Abdulfattah Al-Amri
- 3King Saud bin Abdulaziz University for Health Sciences, Jeddah, Saudi Arabia
| | - Arnab Pain
- 1Pathogen Genomics Laboratory, Biological and Environmental Sciences and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia.,6Global Station for Zoonosis Control, Global Institution for Collaborative Research and Education (GI-CoRE), Hokkaido University, Thuwal, Japan
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14
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Fatty Acid Methyl Ester (FAME) Profiling Identifies Carbapenemase-Producing Klebsiella pneumoniae Belonging to Clonal Complex 258. SEPARATIONS 2019. [DOI: 10.3390/separations6020032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Carbapenem-resistant Klebsiella pneumoniae (CRKP) is one of the most extensively antibiotic-resistant pathogens encountered in the clinical setting today. A few studies to-date suggest that CRKP and carbapenem-susceptible K. pneumoniae (CSKP) differ from one another not only with respect to their underlying genetics, but also their transcriptomic and metabolomic fingerprints. Within this context, we characterize the fatty acid methyl ester (FAME) profiles of these pathogens in vitro. Specifically, we evaluated the FAME profiles of six Klebsiella pneumoniae carbapenemase (KPC)-producing isolates belonging to the CC258 lineage (KPC+/258+), six KPC-producing isolates belonging to non-CC258 lineages (KPC+/258−), and six non-KPC-producing isolates belonging to non-CC258 lineages (KPC−/258−). We utilized a single-step sample preparation method to simultaneously lyse bacterial cells and transesterify the lipid fraction, and identified 14 unique FAMEs using gas chromatography-mass spectrometry. The machine learning algorithm Random Forest identified four FAMEs that were highly discriminatory between CC258 and non-CC258 isolates (9(Z)-octadecenoate, 2-phenylacetate, pentadecanoate, and hexadecanoate), of which three were also significantly different in relative abundance between these two groups. These findings suggest that distinct differences exist between CC258 and non-CC258 K. pneumoniae isolates with respect to the metabolism of both fatty acids and amino acids, a hypothesis that is supported by previously-acquired transcriptomic data.
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15
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Filipiak W, Bojko B. SPME in clinical, pharmaceutical, and biotechnological research – How far are we from daily practice? Trends Analyt Chem 2019. [DOI: 10.1016/j.trac.2019.02.029] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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16
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Annavajhala MK, Gomez-Simmonds A, Uhlemann AC. Multidrug-Resistant Enterobacter cloacae Complex Emerging as a Global, Diversifying Threat. Front Microbiol 2019; 10:44. [PMID: 30766518 PMCID: PMC6365427 DOI: 10.3389/fmicb.2019.00044] [Citation(s) in RCA: 190] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Accepted: 01/11/2019] [Indexed: 12/03/2022] Open
Abstract
The Enterobacter cloacae complex (ECC) includes common nosocomial pathogens capable of producing a wide variety of infections. Broad-spectrum antibiotic resistance, including the recent emergence of resistance to last-resort carbapenems, has led to increased interest in this group of organisms and carbapenem-resistant E. cloacae complex (CREC) in particular. Molecular typing methods based on heat-shock protein sequence, pulsed-field gel electrophoresis, comparative genomic hybridization, and, most recently, multilocus sequence typing have led to the identification of over 1069 ECC sequence types in 18 phylogenetic clusters across the globe. Whole-genome sequencing and comparative genomics, moreover, have facilitated global analyses of clonal composition of ECC and specifically of CREC. Epidemiological and genomic studies have revealed diverse multidrug-resistant ECC clones including several potential epidemic lineages. Together with intrinsic β-lactam resistance, members of the ECC exhibit a unique ability to acquire genes encoding resistance to multiple classes of antibiotics, including a variety of carbapenemase genes. In this review, we address recent advances in the molecular epidemiology of multidrug-resistant E. cloacae complex, focusing on the global expansion of CREC.
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Affiliation(s)
- Medini K Annavajhala
- Division of Infectious Diseases, Department of Medicine, Columbia University, New York, NY, United States
| | - Angela Gomez-Simmonds
- Division of Infectious Diseases, Department of Medicine, Columbia University, New York, NY, United States
| | - Anne-Catrin Uhlemann
- Division of Infectious Diseases, Department of Medicine, Columbia University, New York, NY, United States
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