Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis
The time-consuming nature of current methods for detecting antimicrobial resistance (AMR) to guide mastitis treatment and for surveillance, drives innovation towards faster, easier, and more portable technology. Rapid on-farm testing could guide antibiotic selection, reducing misuse that contributes...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-08-01
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| Series: | Antibiotics |
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| Online Access: | https://www.mdpi.com/2079-6382/12/9/1363 |
| _version_ | 1797581556603158528 |
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| author | Matthew Michael Long Sarah Helen Needs Alexander Daniel Edwards |
| author_facet | Matthew Michael Long Sarah Helen Needs Alexander Daniel Edwards |
| author_sort | Matthew Michael Long |
| collection | DOAJ |
| description | The time-consuming nature of current methods for detecting antimicrobial resistance (AMR) to guide mastitis treatment and for surveillance, drives innovation towards faster, easier, and more portable technology. Rapid on-farm testing could guide antibiotic selection, reducing misuse that contributes to resistance. We identify challenges that arise when developing miniaturized antibiotic susceptibility tests (AST) for rapid on-farm use directly in milk. We experimentally studied three factors: sample matrix (specifically milk or spoiled milk); the commensal bacteria found in fresh bovine milk; and result time on the performance of miniaturised AST. Microfluidic “dip-and-test” devices made from microcapillary film (MCF) were able to monitor Gram-negative bacterial growth colourimetrically even in the presence of milk and yoghurt (used to simulate spoiled milk samples), as long as this sample matrix was diluted 1:5 or more in growth medium. Growth detection kinetics using resazurin was not changed by milk at final concentrations of 20% or lower, but a significant delay was seen with yoghurt above 10%. The minimum inhibitory concentration (MIC) for ciprofloxacin and gentamicin was increased in the presence of higher concentrations of milk and yoghurt. When diluted to 1% all observed MIC were within range, indicating dilution may be sufficient to avoid milk matrix interfering with microfluidic AST. We found a median commensal cell count of 6 × 10<sup>5</sup> CFU/mL across 40 healthy milk samples and tested if these bacteria could alter microfluidic AST. We found that false susceptibility may be observed at early endpoint times if testing some pathogen and commensal mixtures. However, such errors are only expected to occur when a susceptible commensal organism is present at higher cell density relative to the resistant pathogen, and this can be avoided by reading at later endpoints, leading to a trade-off between accuracy and time-to-result. We conclude that with further optimisation, and additional studies of Gram-positive organisms, it should be possible to obtain rapid results for microfluidic AST, but a trade-off is needed between time-to-result, sample dilution, and accuracy. |
| first_indexed | 2024-03-10T23:06:23Z |
| format | Article |
| id | doaj.art-58e1c26ed0a2416e8690a26d8be29fb9 |
| institution | Directory Open Access Journal |
| issn | 2079-6382 |
| language | English |
| last_indexed | 2024-03-10T23:06:23Z |
| publishDate | 2023-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Antibiotics |
| spelling | doaj.art-58e1c26ed0a2416e8690a26d8be29fb92023-11-19T09:16:44ZengMDPI AGAntibiotics2079-63822023-08-01129136310.3390/antibiotics12091363Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine MastitisMatthew Michael Long0Sarah Helen Needs1Alexander Daniel Edwards2School of Pharmacy, University of Reading, Reading RG6 6DX, UKSchool of Pharmacy, University of Reading, Reading RG6 6DX, UKSchool of Pharmacy, University of Reading, Reading RG6 6DX, UKThe time-consuming nature of current methods for detecting antimicrobial resistance (AMR) to guide mastitis treatment and for surveillance, drives innovation towards faster, easier, and more portable technology. Rapid on-farm testing could guide antibiotic selection, reducing misuse that contributes to resistance. We identify challenges that arise when developing miniaturized antibiotic susceptibility tests (AST) for rapid on-farm use directly in milk. We experimentally studied three factors: sample matrix (specifically milk or spoiled milk); the commensal bacteria found in fresh bovine milk; and result time on the performance of miniaturised AST. Microfluidic “dip-and-test” devices made from microcapillary film (MCF) were able to monitor Gram-negative bacterial growth colourimetrically even in the presence of milk and yoghurt (used to simulate spoiled milk samples), as long as this sample matrix was diluted 1:5 or more in growth medium. Growth detection kinetics using resazurin was not changed by milk at final concentrations of 20% or lower, but a significant delay was seen with yoghurt above 10%. The minimum inhibitory concentration (MIC) for ciprofloxacin and gentamicin was increased in the presence of higher concentrations of milk and yoghurt. When diluted to 1% all observed MIC were within range, indicating dilution may be sufficient to avoid milk matrix interfering with microfluidic AST. We found a median commensal cell count of 6 × 10<sup>5</sup> CFU/mL across 40 healthy milk samples and tested if these bacteria could alter microfluidic AST. We found that false susceptibility may be observed at early endpoint times if testing some pathogen and commensal mixtures. However, such errors are only expected to occur when a susceptible commensal organism is present at higher cell density relative to the resistant pathogen, and this can be avoided by reading at later endpoints, leading to a trade-off between accuracy and time-to-result. We conclude that with further optimisation, and additional studies of Gram-positive organisms, it should be possible to obtain rapid results for microfluidic AST, but a trade-off is needed between time-to-result, sample dilution, and accuracy.https://www.mdpi.com/2079-6382/12/9/1363mastitismilkmicrofluidicsbacteriaAMRresazurin |
| spellingShingle | Matthew Michael Long Sarah Helen Needs Alexander Daniel Edwards Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis Antibiotics mastitis milk microfluidics bacteria AMR resazurin |
| title | Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis |
| title_full | Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis |
| title_fullStr | Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis |
| title_full_unstemmed | Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis |
| title_short | Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis |
| title_sort | dilution reduces sample matrix effects for rapid direct and miniaturised phenotypic antibiotic susceptibility tests for bovine mastitis |
| topic | mastitis milk microfluidics bacteria AMR resazurin |
| url | https://www.mdpi.com/2079-6382/12/9/1363 |
| work_keys_str_mv | AT matthewmichaellong dilutionreducessamplematrixeffectsforrapiddirectandminiaturisedphenotypicantibioticsusceptibilitytestsforbovinemastitis AT sarahhelenneeds dilutionreducessamplematrixeffectsforrapiddirectandminiaturisedphenotypicantibioticsusceptibilitytestsforbovinemastitis AT alexanderdanieledwards dilutionreducessamplematrixeffectsforrapiddirectandminiaturisedphenotypicantibioticsusceptibilitytestsforbovinemastitis |