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A computer vision chemometric-assisted approach to access pH and glucose influence on susceptibility of Candida pathogenic strains. Arch Microbiol 2022; 204:530. [PMID: 35900475 DOI: 10.1007/s00203-022-03145-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 07/12/2022] [Accepted: 07/18/2022] [Indexed: 11/02/2022]
Abstract
Microorganisms adapt to environmental conditions as a survival strategy for different interactions with the environment. The adaptive capacity of fungi allows them to cause disease at various sites of infection in humans. In this study, we propose digital images as responses of a complete factorial 23. Furthermore, we compared two experimental approaches: the experimental design (3D) and the checkerboard assay (2D) to know the influence of pH, glucose, and fluconazole concentration on different strains of the genus Candida. The digital images obtained from the factorial 23 were used as input in the PCA-ANOVA to analyze the results of this experimental design. pH modification in the culture medium modifies the susceptibility in some species less adapted to this type of modification. For the first time, to the best of our knowledge, digital images were used as input to PCA-ANOVA to obtain information on Candida spp.. Therefore, a higher concentration of antifungals is needed to inhibit the same strain at a lower pH. In short, we present an alternative with less use of reagents and time. In addition, the use of digital images allows obtaining information about fungal susceptibility with three or more factors.
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de Sousa ESO, Pinheiro SB, Cortez ACA, Cruz KS, de Souza ÉS, Melhem MDSC, Frickmann H, de Souza JVB. Modifications of antifungal sensibility testing as suggested by CLSI document M27-A4: proposal for using different culture medium and buffer. Diagn Microbiol Infect Dis 2021; 101:115488. [PMID: 34461499 DOI: 10.1016/j.diagmicrobio.2021.115488] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/05/2021] [Accepted: 07/07/2021] [Indexed: 11/24/2022]
Abstract
A common strategy in antifungal susceptibility testing is the utilization of the standardized protocol based on the microbroth dilution assay approach as described by the Clinical Laboratory Standards Institute (CLSI) (M27-A4). One major problem for laboratories in resource-limited countries with this protocol arises from the use of expensive culture media like RPMI-1640 and 3-N-morpholinopropanesulfonic acid (MOPS) buffer. One approach of circumventing this problem in cases of economic need is the evaluation of alternative culture media and buffers. The overall goal of this work was to investigate the influence of modifications in the protocol M27-A4 on diagnostic reliability. We performed univariate analyses evaluating (1) 2 different culture media (YNB and modified SAB); (2) three different buffers (sodium bicarbonate, Tris-HCL, and phosphate), as well as the influence of inoculum concentration (102, 103, 104, 105 cells/mL), the influence of incubation time, and the influence of the assessment mode (visual, biological dye, and spectrophotometer). Our results suggested that (1) RPMI-1640 may be substituted by modified SAB and (2) MOPS buffer may be substituted by Tris-HCl buffer for defined analyses. By comparing the CLSI protocol and the alternative protocol proposed in the present study (modified SAB and Tris-HCl buffer) for the assessment of fluconazole susceptibility of eighteen yeasts (clinical isolates), similar results with both methodologies were recorded. We feel that this study should stimulate a discussion on the feasibility and evolution of the M27-A4 protocol in order to include pragmatic alternatives for resource-limited settings.
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Affiliation(s)
| | - Silviane Bezerra Pinheiro
- Programa de Pós-graduação em Ciências Farmacêuticas - Universidade Federal do Amazonas - UFAM, Amazonas, Brasil
| | - Ana Cláudia Alves Cortez
- Departamento de Microbiologia Médica, Instituto Nacional de Pesquisa da Amazônia - INPA. Av. André Araújo, Amazonas, Brasil
| | - Kátia Santana Cruz
- Fundação de Medicina Tropical Doutor Heitor Vieira Dourado - AM, Manaus, Amazonas, Brasil
| | | | - Marcia de Souza Carvalho Melhem
- The School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Brazil; Departamento de Micologia, Instituto Adolfo Lutz. Av. Dr Arnaldo, São Paulo, Brasil
| | - Hagen Frickmann
- Department of Microbiology and Hospital Hygiene, Bundeswehr Hospital Hamburg, Hamburg, Germany; Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, Rostock, Germany
| | - João Vicente Braga de Souza
- Departamento de Microbiologia Médica, Instituto Nacional de Pesquisa da Amazônia - INPA. Av. André Araújo, Amazonas, Brasil.
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de Sousa ESO, Cortez ACA, de Souza Carvalho Melhem M, Frickmann H, de Souza JVB. Factors influencing susceptibility testing of antifungal drugs: a critical review of document M27-A4 from the Clinical and Laboratory Standards Institute (CLSI). Braz J Microbiol 2020; 51:1791-1800. [PMID: 32757139 DOI: 10.1007/s42770-020-00354-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 07/29/2020] [Indexed: 12/24/2022] Open
Abstract
Due to the increasing numbers of fungal infections and the emergence of drug-resistant fungi, optimization and standardization of diagnostic methods for the measurement of antifungal susceptibility are ongoing. The M27-A4 document by the US Clinical and Laboratory Standards Institute (CLSI) is presently used for the interpretation of minimum inhibitory concentrations of major opportunistic yeast species as measured by broth microdilution testing in many countries. Although microdilution is considered a benchmark for reproducible and accurate results, increased testing capacity, and limited human bias, the method is often inaccessible to routine clinical laboratories and researchers, especially in low-income countries. Furthermore, several studies suggest that there are still a considerable number of factors that make the estimation of in vitro activity of antifungal agents challenging. This review article summarizes the limitations of the M27-A4 standard which, despite the advances and improvements obtained by the standardization of antimicrobial resistance testing methods by CLSI, still persist.
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Affiliation(s)
| | - Ana Claúdia Alves Cortez
- Department of Medical Microbiology, National Institute for Amazonian Research - INPA, André Araújo Avenue, Manaus, Amazonas, Brazil
| | - Marcia de Souza Carvalho Melhem
- Department of Mycology, Adolfo Lutz Institute, Av. Dr. Arnaldo, Sao Paulo, Brazil
- School of Medicine, Federal University of Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil
| | - Hagen Frickmann
- Department of Tropical Medicine at the Bernhard Nocht Institute, German Armed Forces Hospital of Hamburg, Hamburg, Germany, Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, Rostock, Germany
| | - João Vicente Braga de Souza
- Department of Medical Microbiology, National Institute for Amazonian Research - INPA, André Araújo Avenue, Manaus, Amazonas, Brazil.
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Kanokwiroon K, Teanpaisan R, Wititsuwannakul D, Hooper AB, Wititsuwannakul R. Antimicrobial activity of a protein purified from the latex of Hevea brasiliensis on oral microorganisms. Mycoses 2008; 51:301-7. [DOI: 10.1111/j.1439-0507.2008.01490.x] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Brouwer N, Kohen J, Jamie J, Vemulpad S. Modification of the fluorescein diacetate assay for screening of antifungal agents against Candida albicans: Comparison with the NCCLS methods. J Microbiol Methods 2006; 66:234-41. [PMID: 16406566 DOI: 10.1016/j.mimet.2005.11.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2005] [Revised: 11/01/2005] [Accepted: 11/21/2005] [Indexed: 10/25/2022]
Abstract
A modified fluorescein diacetate (FDA) assay has been compared with standard NCCLS broth macrodilution and broth microdilution methods for the detection of antifungal activity. The FDA assay was performed in a medium containing bacteriological peptone, NaCl, yeast extract and glucose (0.2%, 0.1%, 0.1% and 1% w/v, respectively) and buffered with 10 mM BES buffer. The MICs of amphotericin B, fluconazole, miconazole and flucytosine (representing three major classes of antifungal agents) obtained by the three methods were compared. The results obtained with the FDA assays correlated well with the NCCLS macrodilution method for MICs of amphotericin B, miconazole and fluconazole, but not for flucytosine. However, the MIC values of flucytosine obtained with the FDA assay were well within the quality control range for the two reference strains recommended by the NCCLS. The FDA assay described is an attractive alternative to the NCCLS methods for screening for antifungal agents, with the added advantage of objectivity of fluorescence measurement.
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Affiliation(s)
- Nynke Brouwer
- Department of Chemistry and Biomolecular Sciences, Macquarie University, Sydney, NSW 2109, Australia
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Pai MP, Jones AL. Altered susceptibility of Candida glabrata bloodstream isolates to triazoles at clinically relevant pH values: comparison of the NCCLS M27-A2, Sensititre YeastOne, and Etest methods. Antimicrob Agents Chemother 2004; 48:4441-3. [PMID: 15504877 PMCID: PMC525437 DOI: 10.1128/aac.48.11.4441-4443.2004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We studied the MICs of triazoles against 15 Candida glabrata clinical isolates by the NCCLS M27-A2, Sensititre YeastOne, and Etest methods by using media at pHs 6.0, 7.0, and 7.4. Thirteen isolates were less susceptible to triazoles at pH 6.0 and more susceptible to triazoles at pH 7.4 compared to pH 7.0.
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Affiliation(s)
- Manjunath P Pai
- College of Pharmacy, MSC09 5360, 1 University of New Mexico, Albuquerque, NM 87131-0001, USA.
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Kuipers ME, Beljaars L, Van Beek N, De Vries HG, Heegsma J, Van Den Berg JJM, Meijer DKF, Swart PJ. Conditions influencing the in vitro antifungal activity of lactoferrin combined with antimycotics against clinical isolates of Candida. Impact on the development of buccal preparations of lactoferrin. APMIS 2002; 110:290-8. [PMID: 12076264 DOI: 10.1034/j.1600-0463.2002.100403.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Lactoferrin, an iron-binding glycoprotein, is a potential agent for the treatment of oropharyngeal Candidiasis. The aim of the present study was to test the capability of lactoferrin, combined or not combined with conventional antifungal agents, to inhibit the growth of different Candida species under various experimental conditions to be of guidance in the development of a suitable pharmaceutical formulation containing lactoferrin. The anti-Candida activities of lactoferrin were considerably higher using RPMI instead of SLM as assay medium. They were moreover increased by raising the medium pH from 5.6 to 7.5. With the 'standard' antifungal agent fluconazole similar results were found as for lactoferrin, but the medium type and pH did not affect MIC values of amphotericin B. The addition of saliva to medium did not reduce the antifungal activities of the individual compounds. Synergistic inhibitory effects on Candida growth were found for combinations of lactoferrin and fluconazole or amphotericin B, irrespective of the medium type and pH, or the addition of saliva. This indicates that for treatment of oral Candidiasis a formulation containing lactoferrin seems appropriate; results may be optimized if the formulation is provided with buffer capacity to attain pH 7.5 in the mucosal fluid. The synergistic effects between lactoferrin and 'standard' antifungals indicate that combinations should be considered in such a formulation.
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Affiliation(s)
- M E Kuipers
- Groningen University Institute for Drug Exploration (GUIDE), Dept. of Pharmacokinetics and Drug Delivery, University Center for Pharmacy, Groningen, The Netherlands
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Birinci A, Saniç A, Durupinar B. Determination of minumum inhibitory concentrations of Candida species isolated from vaginal swab specimens by using broth macrodilution and E-test. J Chemother 2001; 13:43-6. [PMID: 11233799 DOI: 10.1179/joc.2001.13.1.43] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
The purpose of the present study was to evaluate the utility of the E-test in determining the antifungal susceptibility of Candida species. A total of 50 Candida strains, including 34 Candida albicans and 16 non-albicans were isolated from vaginal swab specimens from women suffering from vaginitis. The minimum inhibitory concentrations (MICs) of amphotericin B, fluconazole and ketoconazole were detected by using broth macrodilution and the E-test. When the results of the two tests were compared, the MIC values were considered acceptable if the difference between the two assays was no more than two-fold (+/-1dilution). The acceptable rates were: 84% for amphotericin B, 97% for fluconazole and 78% for ketoconazole. Finally, MICs of C. albicans against the tested antifungal agents were generally lower than for non-albicans strains. These results suggest that the E-test can be used for the determination of MIC values for Candida species isolates.
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Affiliation(s)
- A Birinci
- Ondokuz Mayis University, Medical Faculty, Department of Microbiology and Clinical Microbiology, Samsun, Turkey
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Posteraro B, Romano L, Sanguinetti M, Masucci L, Morace G, Fadda G. Commercial systems for fluconazole susceptibility testing of yeasts: comparison with the broth microdilution method. Diagn Microbiol Infect Dis 2000; 38:29-36. [PMID: 11025181 DOI: 10.1016/s0732-8893(00)00174-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Fluconazole susceptibility was tested in 100 clinical yeast isolates (65 Candida albicans, 13 C. glabrata, 8 C. tropicalis, 7 C. parapsilosis, 3 Saccharomyces cerevisiae, 1 each of C. krusei, C. lusitaniae, Cryptococcus neoformans, Rhodotorula glutinis) and two control strains (Candida krusei ATCC 6258, C. parapsilosis ATCC 22019) using broth microdilution (reference method), disk diffusion, Etest strips, Sensititre YeastOne, Candifast, Integral System Yeasts. Using M27-A breakpoints, isolates were classified as susceptible (81%), susceptible-dose dependent or Resistant with broth dilution. Rates of concordance with the reference method were good for Sensititre YeastOne, Etest and disc-diffusion (81.2%-94.7%) but very low for the Candifast (3.1%) and Integral System (16.6%), which classified most susceptible isolates as resistant. Lack of standardisation (inoculum, medium composition) and non-objective interpretation schemes may be the cause of their poor performance. Sensititre YeastOne, Etest and disc-diffusion are potentially useful for fluconazole antifungal susceptibility testing of yeasts in clinical laboratories.
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Affiliation(s)
- B Posteraro
- Istituto di Microbiologia, Università Cattolica del Sacro Cuore, Rome, Italy
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Lozano-Chiu M, Arikan S, Paetznick VL, Anaissie EJ, Rex JH. Optimizing voriconazole susceptibility testing of Candida: effects of incubation time, endpoint rule, species of Candida, and level of fluconazole susceptibility. J Clin Microbiol 1999; 37:2755-9. [PMID: 10449447 PMCID: PMC85370 DOI: 10.1128/jcm.37.9.2755-2759.1999] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Voriconazole is a new triazole antifungal agent that has potent activity against many isolates of Candida, including Candida krusei and Candida glabrata. In this work, we studied the impact of glucose supplementation, incubation time, agitation of the plates prior to reading, endpoint determination rule, visual versus spectrophotometric reading, Candida species, and fluconazole MIC on the MIC of voriconazole for Candida isolates tested by using the microdilution format assay of the National Committee for Clinical Laboratory Standards (NCCLS) M27-A antifungal susceptibility testing methodology. For both voriconazole and fluconazole, a spectrophotometric endpoint of 50% reduction in turbidity relative to the growth control correlated most closely with the NCCLS-defined visual endpoint of "prominent decrease in turbidity." Correlation was generally better after 24 h of incubation than after 48 h. Supplementation of the medium to contain 20 g of glucose/liter did not alter the MIC significantly but did enhance growth and simplify visual readings. All Candida species appeared potentially susceptible to voriconazole, including isolates of C. krusei. For some isolates for which fluconazole MICs were markedly elevated voriconazole MICs were also elevated, but the clinical significance of these observations remains to be determined.
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Affiliation(s)
- M Lozano-Chiu
- Division of Infectious Diseases, Department of Internal Medicine, Center for the Study of Emerging and Reemerging Pathogens, University of Texas Medical School, Houston, Texas 77030, USA
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Lozano-Chiu M, Paetznick VL, Ghannoum MA, Rex JH. Detection of resistance to amphotericin B among Cryptococcus neoformans clinical isolates: performances of three different media assessed by using E-test and National Committee for Clinical Laboratory Standards M27-A methodologies. J Clin Microbiol 1998; 36:2817-22. [PMID: 9738026 PMCID: PMC105070 DOI: 10.1128/jcm.36.10.2817-2822.1998] [Citation(s) in RCA: 76] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Although reliable detection of resistance in vitro is critical to the overall performance of any susceptibility testing method, the recently released National Committee for Clinical Laboratory Standards M27-A methodology for susceptibility testing of yeasts discriminates poorly between resistant and susceptible isolates of Candida spp. We have previously shown that both substitution of antibiotic medium 3 for RPMI 1640 medium in the microdilution variant of the M27-A method and use of the E-test agar diffusion methodology permit detection of amphotericin B-resistant Candida isolates. To determine the relevance of these observations to Cryptococcus neoformans, we have evaluated the performances of both the M27-A and the E-test methodologies with this yeast using three different media (RPMI 1640 medium, antibiotic medium 3, and yeast nitrogen base). As with Candida, we found that only antibiotic medium 3 permitted consistent detection of resistant isolates when testing was performed in broth by the M27-A method. When testing was performed by the E-test agar diffusion method, both RPMI 1640 medium and antibiotic medium 3 agar permitted ready detection of the resistant isolates. Reading of the results after 48 h of incubation was required for testing in broth by the M27-A method, while the MIC could be determined after either 48 or 72 h when the agar diffusion method was used.
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Affiliation(s)
- M Lozano-Chiu
- Division of Infectious Diseases, Department of Internal Medicine, Center for the Study of Emerging and Reemerging Pathogens, University of Texas Medical School, Houston, Texas, USA.
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