Utility of flow citometry for detecting metallo-beta-lactamase-producing Pseudomonas aeruginosa

Iván Alexander Salinas-Salcedo José Antonio Saldaña-Jiménez José Manuel Guevara-Canales Edgar Gonzales-Escalante About the authors

RESUMEN

Con el objetivo de determinar la utilidad de la citometría de flujo para la detección de Pseudomonas aeruginosa productoras de metalobetalactamasas (MBL), se estudiaron aislamientos de P. aeruginosa genotípicamente caracterizados del cepario del laboratorio de Epidemiología Molecular y Genética de la Universidad Nacional Mayor de San Marcos. Se analizaron 29 aislamientos (17 productoras de MBL y 12 no productoras de MBL) con el kit de viabilidad celular FACSCalibur (Becton Dickinson). Se utilizaron dos tratamientos, uno con meropenem y el otro con meropenem-EDTA. Usando la razón de aumento de fluorescencia en las células no vivas, se demostró una diferencia significativa entre las productoras de MBL y las no MBL, considerando como punto de corte una razón >1,6. Se determinó una sensibilidad de 94,1% y una especificidad del 100%. La citometría de flujo constituye una alternativa para la detección de P. aeruginosa productora de MBL.

Palabras clave:
Pseudomonas aeruginosa; Carbapenémicos; Beta-Lactamasas; Resistencia Betalactámica; Citometría de Flujo

ABSTRACT

In order to determine the utility of flow cytometry for detecting metallo-beta-lactamase (MBL)-producing Pseudomonas aeruginosa, we used genotypically characterized P. aeruginosa isolates from the Molecular Epidemiology and Genetics Laboratory of the Universidad Nacional Mayor de San Marcos. A total of 29 isolates (17 MBL-producing and 12 non-MBL-producing) were analyzed with the FACSCalibur (Becton Dickinson) cell viability kit. Two treatments were used, one with meropenem and the other with meropenem-EDTA. A significant difference between MBL and non-MBL-producing P. aeruginosa was demonstrated using the fluorescence ratio in non-living cells, considering a cut-off point of >1.6. We determined a sensitivity of 94.1% and a specificity of 100%. Flow cytometry represents an alternative for the detection of MBL-producing P. aeruginosa.

Keywords:
Pseudomonas aeruginosa; Carbapenems; beta-Lactamases; beta-Lactam resistance, Flow Cytometry

INTRODUCTION

Pseudomonas aeruginosa is one of the main opportunistic pathogens that cause a wide variety of healthcare-associated infections, such as sepsis, pneumonia, urinary tract, and soft tissue infections. In addition, it might be resistant, by intrinsic or acquired mechanisms, to several types of antibiotics, such as beta-lactams, aminoglycosides, fluoroquinolones and polymyxins. As a result, the treatment of P. aeruginosa infections is limited to certain classes of antibiotics, e. g. carbapenems, considered the most powerful antibiotic against this microorganism11. Hong DJ, Bae IK, Jang IH, Jeong SH, Kang HK, Lee K. Epidemiology and characteristics of Metallo-ß-Lactamase-producing Pseudomonas aeruginosa. Infect Chemother. 2015;47(2):81-97. doi: 10.3947/ic.2015.47.2.81.
https://doi.org/10.3947/ic.2015.47.2.81...
.

Carbapenems, such as imipenem (IPM) and meropenem (MEM), are the most effective antibiotics for treating infections caused by multidrug resistant (MDR) gram-negative bacteria, such as P. aeruginosa22. He Q, Chen W, Huang L, Lin Q, Zhang J, Lui R, et al. Perfomance evaluation of three automated identification systems in detecting carbapenem-resistant Enterobacteriaceae. Ann Clin Microbiol Antimicrob. 2016;15(1):40. doi: 10.1186/s12941-016-0154-0.
https://doi.org/10.1186/s12941-016-0154-...
. Carbapenem resistance can be divided into two types: non-carbapenemase-producing (Non-CP) mechanisms and carbapenemase-producing (CP) mechanisms. Non-CP mechanisms have lower sensitivity to carbapenems due to the loss of porins (OprD) or the overexpression of AmpC beta-lactamases and efflux pumps 33. Nordmann P, Poirel L, Dortet L. Rapid detection of carbapenemse-producing Enterobacteriaceae. Emerg Infect Dis. 2012;18(9):1503-7. doi: 10.3201/eid1809.120355.
https://doi.org/10.3201/eid1809.120355...
. In contrast, the CP mechanism acquires a transmissible gene that produces a specific enzyme for the hydrolysis of carbapenems, a carbapenemase 44. Banerjee R, Humphries R. Clinical and laboratory considerations for rapid detection of carbapenem-resistant Enterobacteriaceae. Virulence. 2017;8(4):427-439. doi: 10.1080/21505594.2016.1185577.
https://doi.org/10.1080/21505594.2016.11...
.

The production of carbapenemases is one of the most important mechanisms in which P. aeruginosa becomes resistant to carbapenems by mobile genetic elements. These enzymes are beta-lactamases, which hydrolyze carbapenems, as well as almost all beta-lactams. Based on Ambler’s molecular classification, carbapenemases are divided into class A, serine-beta-lactamases (SBL); class B, metallo-beta-lactamases (MBL); and classes C and D, also SBL. While SBL requires a serine residue in its active site, MBL requires divalent metal cations, such as zinc for enzymatic activity 11. Hong DJ, Bae IK, Jang IH, Jeong SH, Kang HK, Lee K. Epidemiology and characteristics of Metallo-ß-Lactamase-producing Pseudomonas aeruginosa. Infect Chemother. 2015;47(2):81-97. doi: 10.3947/ic.2015.47.2.81.
https://doi.org/10.3947/ic.2015.47.2.81...
,55. Sacha P, Wieczorek P, Hauschild T, Zórawski M, Olszanska D, Tryniszewska E. Metallo-ß-lactamases of Pseudomonas aeruginosa a novel mechanism resistance to ß-lactam antibiotics. Folia Histochem Cytobiol. 2008;46(2):137-42. doi: 10.2478/v10042-008-0020-9.
https://doi.org/10.2478/v10042-008-0020-...
.

During clinical practice, rapid and accurate detection of CP P. aeruginosa is considered essential for implementing timely and specific treatment for the infection 99. Heinrichs A, Huang TD, Berhin C, Boagerts P, Glupczynski Y. Evaluation of several phenotypic methods for the detection of carbapenemse-producing Pseudomonas aeruginosa. Eur J Clin Microbiol Infect Dis. 2015;34(7):1467-74. doi: 10.1007/s10096-015-2376-z.
https://doi.org/10.1007/s10096-015-2376-...
. However, this process takes an average of 55 hours between the sample collection for the culture and the delivery of the antibiogram report, and mortality increases by 7.6% for each hour of delay in the administration of an effective treatment 66. Kumar MS, Lakshmi V, Rajagopalan R. Ocurrence of extended spectrum ß-lactamases among Enterobacteriaceae spp. Isolated at a tertiary care institute. Indian J Med Microbiol. 2006;24(3):208-11..

In Peru, the frequency of MBL in carbapenem-resistant P. aeruginosa has increased in the last decade, from 15.7% in 2011 77. Gonzales-Escalante E, Vicente-Taboada W, Champi-Merino R, Soto-Pastrana J, Flores-Paredes W, Lovera-García M, et al. Metalo-ß-lactamasas en aislamientos clínicos de Pseudomonas aeruginosa en Lima, Perú. Rev Peru Med Exp Salud Publica. 2013;30(2):241-5. to 31.6% in 2016 88. Salvador-Luján G, García-de-la-Guarda R, Gonzales-Escalante E. Caracterización de metalo-ß-lactamasas en aislados clínicos de Pseudomonas aeruginosa recuperados de pacientes hospitalizados en el Hospital Militar Central. Rev Peru Med Exp Salud Publica. 2018;35(4):636-641. doi: 10.17843/rpmesp.2018.354.3755.
https://doi.org/10.17843/rpmesp.2018.354...
, evidencing that this resistance mechanism is present in our environment; therefore, it is important to ensure a rapid and accurate detection by clinical microbiology laboratories.

Several phenotypic tests based on inhibitors have been proposed for screening MBL-producing P. aeruginosa, however, all of them must be confirmed by molecular biology techniques for gene identification. Phenotypic methods use metal chelators such as ethylenediaminetetraacetic acid (EDTA) or dipicolinic acid (DPA) 99. Heinrichs A, Huang TD, Berhin C, Boagerts P, Glupczynski Y. Evaluation of several phenotypic methods for the detection of carbapenemse-producing Pseudomonas aeruginosa. Eur J Clin Microbiol Infect Dis. 2015;34(7):1467-74. doi: 10.1007/s10096-015-2376-z.
https://doi.org/10.1007/s10096-015-2376-...
.

Flow cytometry (FC) is a quantitative analysis technology used to characterize cell populations individually. Cells are illuminated by a laser lamp, then the obtained signal intensities are detected by a fluorescence sensor and are finally correlated with structural or functional parameters of the analyzed cell for classification 1010. Díaz M, Herrero M, García AL, Quirós C. Application of flow cytometry to industrial microbial bioprocesses. Biochem Eng J. 2010; 48(3):385-407. doi: 10.1016/j.bej.2009.07.013.
https://doi.org/10.1016/j.bej.2009.07.01...
. The aim of this study was to evaluate the usefulness of FC for the detection of MBL-producing P. aeruginosa.

KEY MESSAGES

Motivation for the study: Pseudomonas aeruginosa is an opportunistic bacterium that causes healthcare-associated infections where resistance to carbapenems is increasing. We present a flow cytometry (FC) method for detecting metallo-beta-lactamases (MBL).

Main findings: With the FC method for detecting MBL, we obtained a sensitivity of 94.1% and a specificity of 100%, as well as a positive predictive value of 100%.

Implications: FC assays could provide a rapid and intuitive method for detecting MBL-producing P. aeruginosa.

THE STUDY

A descriptive study of isolates of Pseudomonas aeruginosa resistant to carbapenems identified genotypically as MBL carriers (17 strains: 14 with the blaIMP gene and 3 with the blaVIM gene) and not MBL carriers (12 strains), collected between 2011 and 2017 from the strain collection of the Laboratory of Molecular Epidemiology and Genetics of the Instituto de Medicina Tropical Daniel A. Carrión of Universidad Nacional Mayor de San Marcos. The isolates were then transported to the Clinical Pathology Laboratory of Hospital de Alta Complejidad Virgen de la Puerta, EsSalud, where they were stored at -20 °C until they were processed.

The strains were reactivated to evaluate their purity and viability. Then, we made two bacterial suspensions (0.5 McFarland scale) by isolation. One bacterial suspension was incubated with MEM PHARMAGEN® (8 µg/mL); the other bacterial suspension was incubated with MEM PHARMAGEN® (8 µg/mL) plus EDTA Merk® inhibitor (12.5 mM). Both suspensions were incubated at 37 °C for two hours 1111. Silva A, Faria-Ramos I, Ricardo E, Miranda MI, Espinar MJ, Costa-de-Oliveira S, et al. Rapid flow cytometry test for identification of different carbapenemses in Enterobacteriaceae. Antimicrob Agents Chemother. 2016;60(6):3824-6. doi: 10.1128/AAC.02947-15.
https://doi.org/10.1128/AAC.02947-15...
.

After two hours of incubation, the viability test was carried out with the Becton Dickinson (BD) cell viability kit. The cell viability kit reagent (5 µL of Thiazole Orange [TO], 42 µmol/L in dimethyl sulfoxide and 5 µL of propidium iodide [PI] 4.3 mmol/L in water) was added to 500 µL of the previously treated bacterial suspension. Then, the suspension was mixed and incubated for 5 minutes at room temperature in a dark room. Voltages were adjusted graphically to differentiate the bacterial population marked with TO, a cellularity marker, from debris.

The reading was performed in the FACSCalibur BD flow cytometer. The results were interpreted according to the increase or not of fluorescence emitted by the PI, a positive MBL detection test was considered when observed a significant increase in the fluorescence ratio of the suspension treated with MEM plus EDTA compared to the MEM only incubated suspension. A control tube was used during the whole procedure, where only the bacterial suspension of each strain was incubated without any antibiotic or inhibitor, and was treated with the cellular viability (BD) kit to confirm the viability of the bacteria against the reagents used.

The samples were analyzed with the Cell Quest® program, where bacteria were classified according to the fluorescence emitted, quantifying it as an “event”. If an event was positive only for TO, it was classified as “alive”; if it was positive for PI and TO, it was classified as “damaged”, and if it was positive only for PI, it was classified as “degraded”. To obtain a measurable and comparable quantity, the rate of increase events obtained between the tube with MEM-EDTA and the tube with MEM (% tube events with MEM-EDTA / % tube events with MEM) was compared with the percentage of events obtained, in the MBL-producing isolates and the non-MBL-producing isolates.

We carried out the student’s t-test, the analysis of the ROC curve, and determined sensitivity and specificity. We used SPSS 24 statistical program.

The Ethics Committee of Universidad Nacional de Trujillo approved this study’s protocol. All the procedures in this study were carried out in accordance with the good clinical practice and ethics in biomedical research guidelines.

FINDINGS

With FC and cell viability kit, we identified 16 MBL-producing P. aeruginosa and 13 non-MBL producing P. aeruginosa. When comparing the fluorescence increase index (the sum of the percentage of events presented in cells classified as “damaged” and “degraded”) among “non-living” cells in the tubes with antibiotic plus inhibitor with those in the tube with only antibiotic, we obtained an average index of 3.17 for MBL-producing P. aeruginosa, which showed a significant difference (p<0.01) (Figure 1).

Figure 1
ROC curve of flow cytometry analysis for detecting metallo-beta-lactamases.

To evaluate the sensitivity and specificity of FC for MBL detection, we carried out a ROC curve analysis and found an area under the curve (AUC) of 0.975 (Figure 1). This suggests a best cut off point of 1.6 for the “non-living” cell index.

Using the genotypic results (gold standard) and the results obtained by flow cytometry, as well as the non-living” cells index cut-off point of 1.6, we obtained a sensitivity of 94.1% and a specificity of 100%. We also obtained a positive predictive value (PPV) of 100% (Figure 2).

Figure 2
Analysis by flow cytometry for detecting metallo-beta-lactamases-producing P. aeruginosa or non-metallo-beta-lactamases-producing P. aeruginosa.

DISCUSSION

We introduce an alternative method for detecting MBL in P. aeruginosa using FC and BD cell viability kit, by evaluating the bacterial strain alone, the strain against the carbapenem antibiotic (MEM) and the strain against the antibiotic plus MBL inhibitor (EDTA). We obtained satisfactory results of 94.1% sensitivity and 100% specificity.

Mulroney et al. 1212. Mulroney KT, Hall JM, Huang X, Turnbull E, Bzdyl NM, Chakera A, et al. Rapid susceptibility profiling of carbapenem-resistant Klebsiella pneumoniae. Sci Rep. 2017;7(1):1903. doi: 10.1038/s41598-017-02009-3.
https://doi.org/10.1038/s41598-017-02009...
and Kilic et al. 1313. Kilic A, Dogan E, Kaya S, Oren S, Tok D, Ardic N, et al. Rapid Identification of Klebsiella pneumoniae by Matrix-Assisted Laser Desorption/Ionization-Time of Flight Mass Spectrometry and Detection of Meropenem Resistance by Flow Cytometric Assay. J Clin Lab Anal. 2016;30(6):1191-1197. doi: 10.1002/jcla.22002.
https://doi.org/10.1002/jcla.22002...
have used FC for just two hours as a predictor of resistance to carbapenems. However, they did not establish the presence or absence of carbapenemases. Pina-Vaz et al. 1414. Pina-Vaz C, Silva AP, Faria-Ramos I, Teixeira-Santos R, Moura D, Vieira TF, et al. A Flow Cytometric and Computational Approaches to Carbapenems Affinity to the Different Types of Carbapenemases. Front Microbiol. 2016; 7: 1259. doi: 10.3389/fmicb.2016.01259.
https://doi.org/10.3389/fmicb.2016.01259...
combines FC with computer analysis for detecting classes A, B, and D carbapenemases in a small number of isolates, without reporting sensitivity or specificity. Silva et al. 1111. Silva A, Faria-Ramos I, Ricardo E, Miranda MI, Espinar MJ, Costa-de-Oliveira S, et al. Rapid flow cytometry test for identification of different carbapenemses in Enterobacteriaceae. Antimicrob Agents Chemother. 2016;60(6):3824-6. doi: 10.1128/AAC.02947-15.
https://doi.org/10.1128/AAC.02947-15...
used FC for detecting carbapenemases in enterobacteria (30 CP and 30 non-CP) and reported 100% sensitivity and specificity. These results are similar to ours. The difference in sensitivity could be a result of our work with a different bacterial group, and since only one strain (1/17 MBL) of P. aeruginosa carrying the blaIMP gene was not detected by FC, we considered it as a false negative; this is possibly due to a low expression of this type of MBL enzymes in the studied strain.

Other studies have used FC for detecting beta-lactamases, like the one carried out by Faria-Ramos et al. 1515. Faria-Ramos I, Espinar MJ, Rocha R, Santos-Antunes J, Rodrigues AG, Cantón R, et al. A novel flow cytometric assay for rapid detection of extended-spectrum ß-lactamases. Clin Microbiol Infect. 2013;19(1):E8-E15. doi: 10.1111/j.1469-0691.2012.03986.x.
https://doi.org/10.1111/j.1469-0691.2012...
, where they used the FACSCalibur FC to search for extended spectrum beta-lactamases (ESBL) in enterobacteria, with a fluorescence increase index of 1.5 between the antibiotic plus inhibitor (clavulanic acid) and the antibiotic alone, similar to the index reported in our research. On the other hand, Akhmaltdinova 1616. Akhmaltdinova L, Lavrinenko A, Belyayev I. Flow Cytometry in Detecting Resistant E. coli Strains. Open Access Maced J Med Sci. 2017 Jul 28;5(5):592-594. doi: 10.3889/oamjms.2017.104.
https://doi.org/10.3889/oamjms.2017.104...
used microdilution as a reference and compared it to FC regarding BLEE detection and reported 85.7% sensitivity and 88.8% specificity.

Within the phenotypic tests for MBL detection, Heinrichs et al. 77. Gonzales-Escalante E, Vicente-Taboada W, Champi-Merino R, Soto-Pastrana J, Flores-Paredes W, Lovera-García M, et al. Metalo-ß-lactamasas en aislamientos clínicos de Pseudomonas aeruginosa en Lima, Perú. Rev Peru Med Exp Salud Publica. 2013;30(2):241-5. compared different phenotypic methods in 183 P. aeruginosa isolates, using diffusion discs with imipenem (10 µg) + EDTA (750 µg), and reported a sensitivity of 90% and a specificity of 93%; with meropenem (10 µg) + DPA (1000 µg) they obtained a sensitivity of 97% and specificity of 88%. Looking for synergy, with DPA + imipenem 10 µg / meropenem 10 µg they obtained a sensitivity and specificity of 100% and 31%, respectively. When they evaluated the sensitivity and specificity of colorimetric methods, such as CarbaNP®, they found 88% and 99%, respectively.

Therefore, FC is more advantageous than culture-based methods that must wait 24 hours for interpretation. FC can provide us with a preliminary result in two hours while the confirmation happens in the next 24 hours. Another important point is that CF avoids subjective interpretation when observing color change, which happens with colorimetric rapid tests, making it a tool with which we can achieve an objective analysis by estimating fluorescence using indices, while having a CF team could easily become a guidance tool for the search of MBL in P. aeruginosa in a short time.

One of the limitations of this study is the limited number of samples, because we included only confirmed genotypic isolates. Future research on multiple mechanisms of resistance and simultaneous expression (serin carbapenemases and ESBL) could determine the specificity for MBL using this study for P. aeruginosa, although we must consider that MBL production is frequent in this microorganism.

In conclusion, our results suggest that FC assays, considering cell viability with antibiotic and antibiotic plus inhibitor, could provide a quick and intuitive method to detect presumptive MBL-producing P. aeruginosa. However, further studies with larger numbers of isolates are needed to confirm the accuracy of this methodology.

Acknowledgements:

To the Laboratory personnel of Hospital de Alta Complejidad Virgen de la Puerta for their support, to the Laboratory of Molecular Epidemiology and Genetics of Instituto de Medicina Tropical Daniel A. Carrión UNMSM for facilitating the strains for the realization of the study, to Dr. Patricia Contreras and to Mg. Paul Ríos Sanca for their collaboration in the execution of this research.

References

  • 1
    Hong DJ, Bae IK, Jang IH, Jeong SH, Kang HK, Lee K. Epidemiology and characteristics of Metallo-ß-Lactamase-producing Pseudomonas aeruginosa. Infect Chemother. 2015;47(2):81-97. doi: 10.3947/ic.2015.47.2.81.
    » https://doi.org/10.3947/ic.2015.47.2.81
  • 2
    He Q, Chen W, Huang L, Lin Q, Zhang J, Lui R, et al. Perfomance evaluation of three automated identification systems in detecting carbapenem-resistant Enterobacteriaceae. Ann Clin Microbiol Antimicrob. 2016;15(1):40. doi: 10.1186/s12941-016-0154-0.
    » https://doi.org/10.1186/s12941-016-0154-0
  • 3
    Nordmann P, Poirel L, Dortet L. Rapid detection of carbapenemse-producing Enterobacteriaceae. Emerg Infect Dis. 2012;18(9):1503-7. doi: 10.3201/eid1809.120355.
    » https://doi.org/10.3201/eid1809.120355
  • 4
    Banerjee R, Humphries R. Clinical and laboratory considerations for rapid detection of carbapenem-resistant Enterobacteriaceae. Virulence. 2017;8(4):427-439. doi: 10.1080/21505594.2016.1185577.
    » https://doi.org/10.1080/21505594.2016.1185577
  • 5
    Sacha P, Wieczorek P, Hauschild T, Zórawski M, Olszanska D, Tryniszewska E. Metallo-ß-lactamases of Pseudomonas aeruginosa a novel mechanism resistance to ß-lactam antibiotics. Folia Histochem Cytobiol. 2008;46(2):137-42. doi: 10.2478/v10042-008-0020-9.
    » https://doi.org/10.2478/v10042-008-0020-9
  • 6
    Kumar MS, Lakshmi V, Rajagopalan R. Ocurrence of extended spectrum ß-lactamases among Enterobacteriaceae spp. Isolated at a tertiary care institute. Indian J Med Microbiol. 2006;24(3):208-11.
  • 7
    Gonzales-Escalante E, Vicente-Taboada W, Champi-Merino R, Soto-Pastrana J, Flores-Paredes W, Lovera-García M, et al. Metalo-ß-lactamasas en aislamientos clínicos de Pseudomonas aeruginosa en Lima, Perú. Rev Peru Med Exp Salud Publica. 2013;30(2):241-5.
  • 8
    Salvador-Luján G, García-de-la-Guarda R, Gonzales-Escalante E. Caracterización de metalo-ß-lactamasas en aislados clínicos de Pseudomonas aeruginosa recuperados de pacientes hospitalizados en el Hospital Militar Central. Rev Peru Med Exp Salud Publica. 2018;35(4):636-641. doi: 10.17843/rpmesp.2018.354.3755.
    » https://doi.org/10.17843/rpmesp.2018.354.3755
  • 9
    Heinrichs A, Huang TD, Berhin C, Boagerts P, Glupczynski Y. Evaluation of several phenotypic methods for the detection of carbapenemse-producing Pseudomonas aeruginosa. Eur J Clin Microbiol Infect Dis. 2015;34(7):1467-74. doi: 10.1007/s10096-015-2376-z.
    » https://doi.org/10.1007/s10096-015-2376-z
  • 10
    Díaz M, Herrero M, García AL, Quirós C. Application of flow cytometry to industrial microbial bioprocesses. Biochem Eng J. 2010; 48(3):385-407. doi: 10.1016/j.bej.2009.07.013.
    » https://doi.org/10.1016/j.bej.2009.07.013
  • 11
    Silva A, Faria-Ramos I, Ricardo E, Miranda MI, Espinar MJ, Costa-de-Oliveira S, et al. Rapid flow cytometry test for identification of different carbapenemses in Enterobacteriaceae. Antimicrob Agents Chemother. 2016;60(6):3824-6. doi: 10.1128/AAC.02947-15.
    » https://doi.org/10.1128/AAC.02947-15
  • 12
    Mulroney KT, Hall JM, Huang X, Turnbull E, Bzdyl NM, Chakera A, et al. Rapid susceptibility profiling of carbapenem-resistant Klebsiella pneumoniae. Sci Rep. 2017;7(1):1903. doi: 10.1038/s41598-017-02009-3.
    » https://doi.org/10.1038/s41598-017-02009-3
  • 13
    Kilic A, Dogan E, Kaya S, Oren S, Tok D, Ardic N, et al. Rapid Identification of Klebsiella pneumoniae by Matrix-Assisted Laser Desorption/Ionization-Time of Flight Mass Spectrometry and Detection of Meropenem Resistance by Flow Cytometric Assay. J Clin Lab Anal. 2016;30(6):1191-1197. doi: 10.1002/jcla.22002.
    » https://doi.org/10.1002/jcla.22002
  • 14
    Pina-Vaz C, Silva AP, Faria-Ramos I, Teixeira-Santos R, Moura D, Vieira TF, et al. A Flow Cytometric and Computational Approaches to Carbapenems Affinity to the Different Types of Carbapenemases. Front Microbiol. 2016; 7: 1259. doi: 10.3389/fmicb.2016.01259.
    » https://doi.org/10.3389/fmicb.2016.01259
  • 15
    Faria-Ramos I, Espinar MJ, Rocha R, Santos-Antunes J, Rodrigues AG, Cantón R, et al. A novel flow cytometric assay for rapid detection of extended-spectrum ß-lactamases. Clin Microbiol Infect. 2013;19(1):E8-E15. doi: 10.1111/j.1469-0691.2012.03986.x.
    » https://doi.org/10.1111/j.1469-0691.2012.03986.x
  • 16
    Akhmaltdinova L, Lavrinenko A, Belyayev I. Flow Cytometry in Detecting Resistant E. coli Strains. Open Access Maced J Med Sci. 2017 Jul 28;5(5):592-594. doi: 10.3889/oamjms.2017.104.
    » https://doi.org/10.3889/oamjms.2017.104

  • Funding:

    Self-funded.

  • Cite as:

    Salinas-Salcedo IA, Saldaña-Jiménez JA, Guevara-Canales JM, Gonzales-Escalante E. Utility of flow cytometry for detecting metallo-beta-lactamase-producing Pseudomonas aeruginosa. Rev Peru Med Exp Salud Publica. 2020;37(3). doi: https://doi.org/10.17843/rpmesp.2020.374.4825.

  • 10
    * The article is part of the thesis of the author Ivan Alexander Salinas Salcedo to apply for the academic degree of Master of Science with mention in Clinical Microbiology by the National University of Trujillo; 2019.

Publication Dates

  • Publication in this collection
    03 Feb 2021
  • Date of issue
    Oct-Dec 2020

History

  • Received
    22 Sept 2019
  • Accepted
    16 July 2020
Instituto Nacional de Salud Lima - Lima - Peru
E-mail: revmedex@ins.gob.pe