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Thakur L, Singh S, Singh R, Kumar A, Angrup A, Kumar N. The potential of 4D's approach in curbing antimicrobial resistance among bacterial pathogens. Expert Rev Anti Infect Ther 2022; 20:1401-1412. [PMID: 36098225 DOI: 10.1080/14787210.2022.2124968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
INTRODUCTION Antibiotics are life-saving drugs but irrational/inappropriate use leads to the emergence of antibiotic-resistant bacterial superbugs, making their treatment extremely challenging. Increasing antimicrobial resistance (AMR) among bacterial pathogens is becoming a serious public health concern globally. If ignorance persists, there would not be any antibiotics available to treat even a common bacterial infection in future. AREA COVERED This article intends to collate and discuss the potential of 4D's (right Drug, Dose, Duration, and De-escalation of therapy) approach to tackle the emerging problem of AMR. For this, we searched PubMed, Google Scholar, Medline, and clinicaltrials.gov databases primarily using keywords 'optimal antibiotic therapy,' 'antimicrobial resistance,' 'higher versus lower dose antibiotic treatment,' 'shorter versus longer duration antibiotic treatment,' 'de-escalation study', and 'antimicrobial stewardship measures' and based on the findings, form and expressed our opinion. EXPERT OPINION More efforts are needed for developing diagnostics for rapid, accurate, point-of-care, and cost-effective pathogen identification and antimicrobial susceptibility testing (AST) to facilitate rational use of antibiotics. Current dosing and duration of therapies also need to be redefined to maximize their impact. Furthermore, de-escalation approaches should be developed and encouraged in the clinic. This altogether will minimize selection pressure on the pathogens and reduce emergence of AMR.
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Affiliation(s)
- Lovnish Thakur
- Translational Health Science and Technology Institute, Ncr Biotech Science Cluster, Faridabad, India.,Jawaharlal Nehru University, Delhi, India
| | - Sevaram Singh
- Translational Health Science and Technology Institute, Ncr Biotech Science Cluster, Faridabad, India.,Jawaharlal Nehru University, Delhi, India
| | - Rita Singh
- Translational Health Science and Technology Institute, Ncr Biotech Science Cluster, Faridabad, India.,Jawaharlal Nehru University, Delhi, India
| | - Ashok Kumar
- Translational Health Science and Technology Institute, Ncr Biotech Science Cluster, Faridabad, India
| | - Archana Angrup
- Department of Microbiology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Niraj Kumar
- Translational Health Science and Technology Institute, Ncr Biotech Science Cluster, Faridabad, India
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Chan CW, Sun H, Wang Y, Zhao Z, O'Neill R, Siu SY, Chu X, Banaei N, Ren K. "Barcode" cell sensor microfluidic system: Rapid and sample-to-answer antimicrobial susceptibility testing applicable in resource-limited conditions. Biosens Bioelectron 2021; 192:113516. [PMID: 34330036 DOI: 10.1016/j.bios.2021.113516] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 07/14/2021] [Indexed: 12/24/2022]
Abstract
Many rapid antimicrobial susceptibility testing (AST) methods have been proposed to contain clinical antimicrobial resistance (AMR) and preserve the effectiveness of remaining antimicrobials. However, far fewer methods have been proposed to test AMR in resource-limited conditions, such as for frequent safety screenings of water/food/public facilities, urgent surveys of massive samples during a pandemic, or AMR tests in low-income countries. Rapid AST methods realized thus far have a variety of drawbacks when used for such surveys, e.g., high cost and the requirement of expensive instruments such as microscopy. A more reasonable strategy would be to screen samples via onsite testing first, and then send any sample suspected to contain AMR bacteria for advanced testing. Accordingly, a cost-efficient AST is demanded, which can rapidly process a large number of samples without using expensive equipment. To this end, current work demonstrates a novel "barcode" cell sensor based on an adaptive linear filter array as a fully automatic and microscope-free method for counting very small volumes of cells (~1.00 × 104 cells without pre-incubation), wherein suspended cells concentrate into microbars with length proportional to the number of cells. We combined this sensor with an on-chip culture approach we had demonstrated for rapid and automated drug exposure and realized a low-cost and resource-independent platform for portable AST, from which results can be obtained simply through a cell phone. This method has a much shorter turnaround time (2-3 h) than that of standard methods (16-24 h). Thanks to its microscopy-free analysis, affordability, portability, high throughput, and user-friendliness, our "barcode" AST system has the potential to fulfill the various demands of AST when advanced facilities are not available, making it a promising new tool in the fight against AMR.
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Affiliation(s)
- Chiu-Wing Chan
- Department of Chemistry, Hong Kong Baptist University. Waterloo Road, Kowloon, Hong Kong, China
| | - Han Sun
- Department of Chemistry, Hong Kong Baptist University. Waterloo Road, Kowloon, Hong Kong, China
| | - Yisu Wang
- Department of Chemistry, Hong Kong Baptist University. Waterloo Road, Kowloon, Hong Kong, China
| | - Zhihao Zhao
- Department of Computer Science, Hong Kong Baptist University. Waterloo Road, Kowloon, Hong Kong, China
| | - Ryan O'Neill
- Department of Chemistry, Hong Kong Baptist University. Waterloo Road, Kowloon, Hong Kong, China; Department of Chemistry, Georgia State University, Atlanta, GA, United States
| | - Sin-Yung Siu
- Department of Chemistry, Hong Kong Baptist University. Waterloo Road, Kowloon, Hong Kong, China
| | - Xiaowen Chu
- Department of Computer Science, Hong Kong Baptist University. Waterloo Road, Kowloon, Hong Kong, China
| | - Niaz Banaei
- Department of Pathology Clinical, Stanford University School of Medicine, Stanford, CA, United States
| | - Kangning Ren
- Department of Chemistry, Hong Kong Baptist University. Waterloo Road, Kowloon, Hong Kong, China; HKBU Institute of Research and Continuing Education, Shenzhen, China; State Key Laboratory of Environmental and Biological Analysis, The Hong Kong Baptist University, Waterloo Road, Kowloon, Hong Kong, China.
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Wang X, Chaney WE, Pavlidis HO, McGinnis JP, Byrd JA, Farnell YZ, Johnson TJ, McElroy AP, Farnell MB. Determination of Antimicrobial Resistance Patterns in Salmonella from Commercial Poultry as Influenced by Microbiological Culture and Antimicrobial Susceptibility Testing Methods. Microorganisms 2021; 9:microorganisms9061319. [PMID: 34204397 PMCID: PMC8235701 DOI: 10.3390/microorganisms9061319] [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: 05/11/2021] [Revised: 06/06/2021] [Accepted: 06/12/2021] [Indexed: 11/16/2022] Open
Abstract
Monitoring antimicrobial resistance of foodborne pathogens in poultry is critical for food safety. We aimed to compare antimicrobial resistance phenotypes in Salmonella isolated from poultry samples as influenced by isolation and antimicrobial susceptibility testing methods. Salmonella isolates were cultured from a convenience sample of commercial broiler ceca with and without selective broth enrichment, and resistance phenotypes were determined for 14 antimicrobials using the Sensititre® platform and a qualitative broth breakpoint assay. The broth breakpoint method reported higher resistance to chloramphenicol, sulfisoxazole, and the combination of trimethoprim and sulfamethoxazole, and lower resistance to streptomycin as compared to the Sensititre® assay in trial one. Selective enrichment of samples containing Salmonella in Rappaport-Vassiliadis broth reported lowered detectable resistance to amoxicillin/clavulanic acid, ampicillin, azithromycin, cefoxitin, ceftriaxone, nalidixic acid, and meropenem, and increased resistance to streptomycin and tetracycline than direct-plating samples in trial one. Using matched isolates in trial two, the Sensititre® assay reported higher resistance to chloramphenicol and gentamicin, and lower resistance to nalidixic acid as compared to the broth breakpoint method. These results suggest methodology is a critical consideration in the detection and surveillance of antimicrobial resistance phenotypes in Salmonella isolates from poultry samples and could affect the accuracy of population or industry surveillance insights and intervention strategies.
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Affiliation(s)
- Xi Wang
- Department of Poultry Science, Texas A&M AgriLife Research, College Station, TX 77843, USA; (X.W.); (Y.Z.F.); (A.P.M.)
| | - W. Evan Chaney
- Diamond V, Cedar Rapids, IA 52404, USA; (W.E.C.); (H.O.P.); (J.P.M.); (J.A.B.); (T.J.J.)
| | - Hilary O. Pavlidis
- Diamond V, Cedar Rapids, IA 52404, USA; (W.E.C.); (H.O.P.); (J.P.M.); (J.A.B.); (T.J.J.)
| | - James P. McGinnis
- Diamond V, Cedar Rapids, IA 52404, USA; (W.E.C.); (H.O.P.); (J.P.M.); (J.A.B.); (T.J.J.)
| | - J. Allen Byrd
- Diamond V, Cedar Rapids, IA 52404, USA; (W.E.C.); (H.O.P.); (J.P.M.); (J.A.B.); (T.J.J.)
| | - Yuhua Z. Farnell
- Department of Poultry Science, Texas A&M AgriLife Research, College Station, TX 77843, USA; (X.W.); (Y.Z.F.); (A.P.M.)
| | - Timothy J. Johnson
- Diamond V, Cedar Rapids, IA 52404, USA; (W.E.C.); (H.O.P.); (J.P.M.); (J.A.B.); (T.J.J.)
| | - Audrey P. McElroy
- Department of Poultry Science, Texas A&M AgriLife Research, College Station, TX 77843, USA; (X.W.); (Y.Z.F.); (A.P.M.)
| | - Morgan B. Farnell
- Department of Poultry Science, Texas A&M AgriLife Research, College Station, TX 77843, USA; (X.W.); (Y.Z.F.); (A.P.M.)
- Correspondence:
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Ota Y, Furuhashi K, Nanba T, Yamanaka K, Ishikawa J, Nagura O, Hamada E, Maekawa M. A rapid and simple detection method for phenotypic antimicrobial resistance in Escherichia coli by loop-mediated isothermal amplification. J Med Microbiol 2019; 68:169-177. [PMID: 30624176 DOI: 10.1099/jmm.0.000903] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
PURPOSE In infectious disease therapy, administration of adequate antimicrobial agents is essential for preventing the emergence and spread of resistant bacteria. However, conventional antimicrobial susceptibility testing (AST), based on bacterial growth, is time consuming; therefore, a rapid, simple assay is needed for the timely selection of appropriate antibiotics in clinical laboratories. Here, we established a simple, cost-effective, time-saving and highly sensitive AST assay based on loop-mediated isothermal amplification (LAMP). METHODOLOGY The targeted bacteria were cultivated for a short period with or without antibiotic before the LAMP reaction. The time to detect a positive reaction with LAMP was used to generate a threshold time (Tt) value, and subtraction of the Tt value for an antibiotic-free sample from the Tt value in an antibiotic-exposed sample generated the ΔTt value, which was used as a marker of antimicrobial susceptibility. The ΔTt value generated using the LAMP-based assay simply and quickly detected antimicrobial resistance in clinical Escherichia coli isolates. RESULTS Detection of susceptibility to levofloxacin using the ΔTt value perfectly matched with the results of the conventional assay. In addition, the sensitivity and specificity for the detection of ampicillin, trimethoprim-sulfamethoxazole and fosfomycin resistance were 100 %, 93.8 %, 100 % and 80.0 %, 93.3 %, 97.6 %, respectively. CONCLUSION These results showed that this LAMP-based AST has high sensitivity and specificity for detecting resistant strains and a significant time advantage compared with the conventional method.
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Affiliation(s)
- Yusuke Ota
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kazuki Furuhashi
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Takamasa Nanba
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Katsumasa Yamanaka
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Jinko Ishikawa
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Osanori Nagura
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Etsuko Hamada
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Masato Maekawa
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Hamamatsu, Japan
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Magarifuchi H, Hamada Y, Oho M, Kusaba K, Urakami T, Aoki Y. Clinical utility of direct application of matrix-assisted laser desorption ionization time-of-flight mass spectrometry and rapid disk diffusion test in presumptive antimicrobial therapy for bacteremia. J Infect Chemother 2018; 24:881-886. [PMID: 30139692 DOI: 10.1016/j.jiac.2018.07.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 07/20/2018] [Accepted: 07/21/2018] [Indexed: 10/28/2022]
Abstract
OBJECTIVE To study how and to what degree the rapid pathogen identification by MALDI-TOF MS coupled with rapid disk diffusion test improve the current clinical practice of patients with bacteremia in a tertiary teaching hospital with full-time ID consultation service. PATIENTS AND METHODS MALDI-TOF MS and 8H disk diffusion tests were directly applied to the positive blood cultures samples and the results were reflected on antimicrobial therapy (n = 119). The appropriateness of antimicrobial selection through these interventions was verified with conventional culture results in comparison with historical control (n = 129). The mortality of patients between the two periods was also compared. RESULTS The appropriateness of antimicrobial selection was higher (99.2%) in the intervention than in the control group (93.8%) (p 0.024), but there was no difference in 28-day mortality between the two periods (16.8%, 14.8%) (p 0.668). The duration of presumptive antimicrobial therapy with anti-MRSA agents and carbapenem antibiotics did not differ between the two periods indicating that the intervention was not effective in decreasing the unnecessary antibiotics. On the other hand, some bacteremic patients with pathogens whose drug susceptibilities were invariably sensitive to the standard class of antibiotics definitely benefitted from the intervention. CONCLUSION The intervention utilizing MALDI-TOF MS and the rapid disk diffusion test may not demonstrate overall improvement in bacteremia mortality in the institution with full-time infectious disease consultants. Its utility has yet to be evaluated in different setting hospitals.
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Affiliation(s)
- Hiroki Magarifuchi
- Department of Internal Medicine, Imari Arita Kyoritsu Hospital, Saga, Japan.
| | - Yohei Hamada
- Division of Infectious Disease and Hospital Epidemiology, Saga University Hospital, Saga, Japan
| | - Megumi Oho
- Division of Clinical Laboratory, Saga University Hospital, Saga, Japan
| | - Koji Kusaba
- Division of Clinical Laboratory, Saga University Hospital, Saga, Japan
| | - Toshiharu Urakami
- Division of Infectious Disease and Hospital Epidemiology, Saga University Hospital, Saga, Japan
| | - Yosuke Aoki
- Division of Infectious Disease and Hospital Epidemiology, Saga University Hospital, Saga, Japan; Division of Clinical Infectious Diseases, Department of International Medicine, Faculty of Medicine, Saga University, Japan
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Iqbal J, Dufendach KR, Wellons JC, Kuba MG, Nickols HH, Gómez-Duarte OG, Wynn JL. Lethal neonatal meningoencephalitis caused by multi-drug resistant, highly virulent Escherichia coli. Infect Dis (Lond) 2016; 48:461-6. [PMID: 27030919 DOI: 10.3109/23744235.2016.1144142] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Neonatal meningitis is a rare but devastating condition. Multi-drug resistant (MDR) bacteria represent a substantial global health risk. This study reports on an aggressive case of lethal neonatal meningitis due to a MDR Escherichia coli (serotype O75:H5:K1). Serotyping, MDR pattern and phylogenetic typing revealed that this strain is an emergent and highly virulent neonatal meningitis E. coli isolate. The isolate was resistant to both ampicillin and gentamicin; antibiotics currently used for empiric neonatal sepsis treatment. The strain was also positive for multiple virulence genes including K1 capsule, fimbrial adhesion fimH, siderophore receptors iroN, fyuA and iutA, secreted autotransporter toxin sat, membrane associated proteases ompA and ompT, type II polysaccharide synthesis genes (kpsMTII) and pathogenicity-associated island (PAI)-associated malX gene. The presence of highly-virulent MDR organisms isolated in neonates underscores the need to implement rapid drug resistance diagnostic methods and should prompt consideration of alternate empiric therapy in neonates with Gram negative meningitis.
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Affiliation(s)
- Junaid Iqbal
- a Department of Pediatrics , Vanderbilt University , Nashville , TN , USA
| | - Kevin R Dufendach
- a Department of Pediatrics , Vanderbilt University , Nashville , TN , USA
| | - John C Wellons
- b Department of Neurosurgery , Vanderbilt University , Nashville , TN , USA
| | - Maria G Kuba
- c Department of Pathology, Microbiology and Immunology , Vanderbilt University , Nashville , TN , USA
| | - Hilary H Nickols
- c Department of Pathology, Microbiology and Immunology , Vanderbilt University , Nashville , TN , USA
| | | | - James L Wynn
- d Department of Pediatrics , University of Florida , Gainesville , FL , USA
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Díaz-Roa A, Gaona MA, Segura NA, Ramírez-Hernández A, Cortés-Vecino JA, Patarroyo MA, Bello F. Evaluating Sarconesiopsis magellanica blowfly-derived larval therapy and comparing it to Lucilia sericata-derived therapy in an animal model. Acta Trop 2016; 154:34-41. [PMID: 26546725 DOI: 10.1016/j.actatropica.2015.10.024] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2015] [Revised: 10/29/2015] [Accepted: 10/31/2015] [Indexed: 01/01/2023]
Abstract
Larval therapy is used as alternative treatment for hard-to-heal chronic and infected wounds. Lucilia sericata is the most used blowfly species. However, it has been shown recently that Sarconesiopsis magellanica larval excretions and secretions have potent antibacterial activity; this blowfly belongs to the Calliphoridae family. The present work has dealt with evaluating larval therapy using S. magellanica on wounds induced in diabetic rabbits and its action was compared to the effect induced by L. sericata. Twelve New Zealand White rabbits (Oryctolagus cuniculus) were used; they were divided into 4 groups, the first two being treated with larval therapy derived from both aforementioned necrophagous blowflies, an antibiotic was used in the third and the fourth was used as control. All the animals were wounded on the back and infected with Pseudomonas aeruginosa and Staphylococcus aureus. Samples of the secretion from each animal's infected wound were taken and sown on blood agar. The colony forming units were then counted. The PUSH scale was used for the macroscopic evaluation of the wounds. Bacterial control was encountered 48 h post-treatment in the treatments involving larval therapy and to a lesser extent with the antibiotic. Likewise, wound debridement was quicker and more efficient with larval therapy compared to the antibiotic group; however, wound closing time was 23 days in all treatments. The group treated with S. magellanica larvae had relatively quicker evolution until the proliferation phase and the start of maturation, even though there were no significant differences between both blowfly species evaluated here regarding treatments by the end of the treatment period. The present study has validated the diabetic rabbit model for inducing chronic wounds regarding larval therapy and has likewise confirmed the effectiveness of S. magellanica-derived larval therapy as an alternative for curing and healing wounds.
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Thirty-minute screening of antibiotic resistance genes in bacterial isolates with minimal sample preparation in static self-dispensing 64 and 384 assay cards. Appl Microbiol Biotechnol 2015; 99:7711-22. [PMID: 26227406 PMCID: PMC4543423 DOI: 10.1007/s00253-015-6774-z] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Revised: 06/04/2015] [Accepted: 06/17/2015] [Indexed: 01/23/2023]
Abstract
In a clinical setting, molecular assays such as polymerase chain reaction offer a rapid means to infer or confirm identity and therapeutic decisions. Accordingly, a number of molecular assays targeting identity and antibiotic resistance (AR) genes have been developed; however, these methods can be technically complex and relatively expensive. Herein, we describe a diagnostic concept utilizing isothermal amplification technology with non-purified heat-lysed cells and self-dispensing cards for testing multiple primers in parallel. This proof-of-concept study, performed with Staphylococcus aureus isolates and associated AR genes, was compared with culture-based susceptibility and quantitative PCR (qPCR). Results demonstrate reduced sample processing steps resulting in a turnaround time (starting from bacterial culture to ending in the antibiotic resistance gene profile) in less than 30 min. For antibiotics tested in which an associated AR gene was targeted on the Gene-Z card, 69 % (18/26) of culture-based resistance events were positive for related AR genes. A comparison of loop-mediated isothermal amplification (LAMP) and qPCR assays targeting the same antibiotic resistance genes showed a 98.2 % agreement in terms of presence and absence calls. Identity-based discrepancies between conventional (phenotypic) and molecular (genotypic) results were further resolved, and we were able to demonstrate higher accuracy in identification with the molecular analysis.
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Rapid antimicrobial susceptibility testing with electrokinetics enhanced biosensors for diagnosis of acute bacterial infections. Ann Biomed Eng 2014; 42:2314-21. [PMID: 24889716 DOI: 10.1007/s10439-014-1040-6] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Accepted: 05/21/2014] [Indexed: 01/08/2023]
Abstract
Rapid pathogen detection and antimicrobial susceptibility testing (AST) are required in diagnosis of acute bacterial infections to determine the appropriate antibiotic treatment. Molecular approaches for AST are often based on the detection of known antibiotic resistance genes. Phenotypic culture analysis requires several days from sample collection to result reporting. Toward rapid diagnosis of bacterial infection in non-traditional healthcare settings, we have developed a rapid AST approach that combines phenotypic culture of bacterial pathogens in physiological samples and electrochemical sensing of bacterial 16S rRNA. The assay determines the susceptibility of pathogens by detecting bacterial growth under various antibiotic conditions. AC electrokinetic fluid motion and Joule heating induced temperature elevation are optimized to enhance the sensor signal and minimize the matrix effect, which improve the overall sensitivity of the assay. The electrokinetics enhanced biosensor directly detects the bacterial pathogens in blood culture without prior purification. Rapid determination of the antibiotic resistance profile of Escherichia coli clinical isolates is demonstrated.
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Soyer Y, Richards J, Hoelzer K, Warnick LD, Fortes E, McDonough P, Dumas NB, Gröhn YT, Wiedmann M. Antimicrobial drug resistance patterns among cattle- and human-associated Salmonella strains. J Food Prot 2013; 76:1676-88. [PMID: 24112566 DOI: 10.4315/0362-028x.jfp-13-018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
During the year 2004, 178 human and 158 bovine clinical Salmonella isolates were collected across New York State to better understand the transmission dynamics and genetic determinants of antimicrobial resistance among human and bovine hosts. Serotyping, sequence typing, and pulsed-field gel electrophoresis typing results have been reported previously. Here we tested all isolates for phenotypic susceptibility to 15 antimicrobial drugs that are part of the National Antimicrobial Monitoring System bovine susceptibility panel. PCR was performed on a representative subset of unique isolates (n = 53) to screen for the presence of 21 known antimicrobial resistance genes (i.e., ampC, blaTEM-1, blaCMY-2, blaPSE-1, cat1, cat2, cmlA, flo, aadA1, aadA2, aacC2, strA, strB, aphA1-IAB, dhrfI, dhrfXII, sulI, sulII, tetA, tetB, and tetG); selected fluoroquinolone- and nalidixic acid-resistant (n = 3) and -sensitive (n = 6) isolates were also tested for known resistance-conferring mutations in gyrA and parC. Genes responsible for antimicrobial resistance were shared among isolates of human and bovine origin. However, bovine isolates were significantly more likely than human isolates to be multidrug resistant (P < 0.0001; Fisher's exact test). Our analyses showed perfect categorical agreement between phenotypic and genotypic resistance for beta-lactam and chloramphenicol. Our data confirm that resistance profiles of amoxicillin-clavulanic acid, chloramphenicol, kanamycin, and tetracycline were strongly associated with the presence of blaCMY or ampC, flo, aphA1-IAB, and tetA, respectively. Our findings provide evidence for the clinical value of genotypic resistance typing if incorporating multiple known genes that can confer a phenotypic resistance profile.
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Affiliation(s)
- Y Soyer
- Department of Food Engineering, Middle East Technical University, 06800 Ankara, Turkey;,
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Wilkes JG, Rushing LG, Gagnon JF, McCarthy SA, Rafii F, Khan AA, Kaysner CA, Heinze TM, Sutherland JB. Rapid phenotypic characterization of Vibrio isolates by pyrolysis metastable atom bombardment mass spectrometry. Antonie van Leeuwenhoek 2005; 88:151-61. [PMID: 16096691 DOI: 10.1007/s10482-005-3990-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2004] [Accepted: 03/17/2005] [Indexed: 10/25/2022]
Abstract
Pyrolysis mass spectrometry was investigated for rapid characterization of food-borne bacterial pathogens. Nine isolates of Vibrio parahaemolyticus and one isolate each of Vibrio fluvialis, Vibrio hollisae, and Vibrio vulnificus were analyzed. Pyrolysis mass spectra, generated via an alternative ionization method, metastable atom bombardment, were subject to principal component-discriminant analysis. The spectral patterns were used to distinguish Vibrio isolates differing in species, serotype and expression of the thermostable direct hemolysin gene. The patterns of similarity and dissimilarity amongst spectra in the Vibrio test set generally reflected those associated with species, serotype or hemolysin-producing genes, though the combined influence of these and other variables in the multi-dimensional data did not produce a simple clustering with respect to any one of these characteristics. These results suggested that with enough examples to model the most common combinations, the method should be able to characterize Vibrio isolates according to their phenotypic characteristics. Pyrolysis-mass spectrometry with metastable atom bombardment and pattern recognition appeared suitable for rapid infraspecific comparison of Vibrio isolates. This integrated analytical, pattern-recognition system should be examined further for potential utility in clinical and public health diagnostic contexts.
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Affiliation(s)
- Jon G Wilkes
- Divisions of Systems Toxicology, Microbiology or Biochemical Toxicology, National Center for Toxicological Research, FDA, 3900 NCTR Drive, Jefferson, AR 72079, USA.
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Wilkes JG, Rushing L, Nayak R, Buzatu DA, Sutherland JB. Rapid phenotypic characterization of Salmonella enterica strains by pyrolysis metastable atom bombardment mass spectrometry with multivariate statistical and artificial neural network pattern recognition. J Microbiol Methods 2005; 61:321-34. [PMID: 15767008 DOI: 10.1016/j.mimet.2004.12.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2004] [Revised: 12/13/2004] [Accepted: 12/14/2004] [Indexed: 10/25/2022]
Abstract
Pyrolysis mass spectrometry was investigated for rapid characterization of bacteria. Spectra of Salmonella were compared to their serovars, pulsed-field gel electrophoresis (PFGE) patterns, antibiotic resistance profiles, and MIC values. Pyrolysis mass spectra generated via metastable atom bombardment were analyzed by multivariate principal component-discriminant analysis and artificial neural networks (ANNs). Spectral patterns developed by discriminant analysis and tested with Leave-One-Out (LOO) cross-validation distinguished Salmonella strains by serovar (97% correct) and by PFGE groups (49%). An ANN model of the same PFGE groups was cross-validated, using the LOO rule, with 92% agreement. Using an ANN, thirty previously unseen spectra were correctly classified by serotype (97%) and at the PFGE level (67%). Attempts by ANN to model spectra grouped by resistance profile-but ignoring PFGE or serotype-failed (10% correct), but ANNs differentiating ten samples of the same serotype/PFGE class were more successful. To assess the information content of PyMS data serendipitously associated with or directly related to resistance character, the ten isolates were grouped into four, three, or two categories. The four categories corresponded to four resistance profiles. The four class and three class ANNs showed much improved but insufficient modeling power. The two-class ANN and a corresponding multivariate model maximized inferential power for a coarse antibiotic-resistance-related distinction. They each cross-validated by LOO at 90%. This is the first direct correlation of pyrolysis metastable atom bombardment mass spectrometry with immunological (e.g. serology) or molecular biology (e.g. PFGE) based techniques.
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Affiliation(s)
- Jon G Wilkes
- National Center for Toxicological Research, FDA, 3900 NCTR Drive, Jefferson, AR 72079, USA.
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Giles J, Hardick J, Yuenger J, Dan M, Reich K, Zenilman J. Use of applied biosystems 7900HT sequence detection system and Taqman assay for detection of quinolone-resistant Neisseria gonorrhoeae. J Clin Microbiol 2004; 42:3281-3. [PMID: 15243093 PMCID: PMC446300 DOI: 10.1128/jcm.42.7.3281-3283.2004] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Mutations in quinolone resistance-determining regions (QRDRs) have been associated with quinolone-resistant Neisseria gonorrhoeae (QRNG). Since diagnostic nucleic acid amplification tests for gonococci are now in frequent use, molecular detection of QRNG could facilitate surveillance in the absence of culture. Here we describe a real-time molecular assay for detecting QRDR mutations in gonococci.
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Affiliation(s)
- Julie Giles
- Division of Allergies and Infectious Disease, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA. [corrected]
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Abstract
Just as tuberculosis has persisted for many centuries as one of most serious and deadly infectious diseases in many parts of the world, so has the motivation to develop improved laboratory methods for characterizing M. tuberculosis isolates. Modern technology has lead to great improvements in mycobacteriology laboratory procedures, particularly in detection, identification, epidemiologic strain typing, and drug susceptibility testing. Although the usefulness of some of these newer methods is under evaluation, many already are showing potential as adjuncts to clinical diagnostic procedures.
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Affiliation(s)
- Robert C Cooksey
- Tuberculosis/Mycobacteriology Branch, Centers for Disease Control and Prevention, Mail Stop F08, 1600 Clifton Road, Atlanta, GA 30333, USA.
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