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Tunakhun P, Ngernpimai S, Tippayawat P, Choowongkomon K, Anutrakulchai S, Charoensri N, Tavichakorntrakool R, Daduang S, Srichaiyapol O, Maraming P, Boonsiri P, Daduang J. Development of gold nanoparticle-based lateral-flow strips for NGAL protein detection in urine samples. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2024; 16:7033-7042. [PMID: 39283692 DOI: 10.1039/d4ay00838c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2024]
Abstract
This study focuses on enhancing the sensitivity of lateral-flow strips (LFSs) based on gold nanoparticles (AuNPs) for the detection of Neutrophil Gelatinase-Associated Lipocalin (NGAL) protein in urine samples. Several sizes of AuNP-based LFS biosensors were tested to optimize colorimetric signals for NGAL detection based on improved conjugation conditions. AuNPs of 39.8 nm diameter at pH 8 were the most sensitive for the detection of NGAL. Through systematic enhancements to the AuNP-based LFS, the study significantly improves the sensitivity, enabling the reliable detection of NGAL protein in urine samples at a level as low as 12.5 ng mL-1. These advances contribute to the refinement of diagnostic tools for the early detection of kidney injury, specifically in cases associated with the presence of NGAL protein, offering a more precise and effective screening approach.
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Affiliation(s)
- Paweena Tunakhun
- Biomedical Sciences, Graduate School, Khon Kaen University, Khon Kaen 40002, Thailand
- Centre for Research and Development of Medical Diagnostic Laboratories (CMDL), Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand.
| | - Sawinee Ngernpimai
- Centre for Innovation and Standard for Medical Technology and Physical Therapy (CISMaP), Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Patcharaporn Tippayawat
- Centre for Research and Development of Medical Diagnostic Laboratories (CMDL), Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand.
| | - Kiattawee Choowongkomon
- Department of Biochemistry, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Sirirat Anutrakulchai
- Department of Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Nicha Charoensri
- Centre for Research and Development of Medical Diagnostic Laboratories (CMDL), Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand.
| | - Ratree Tavichakorntrakool
- Centre for Research and Development of Medical Diagnostic Laboratories (CMDL), Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand.
| | - Sakda Daduang
- Division of Pharmacognosy and Toxicology, Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Oranee Srichaiyapol
- Centre for Innovation and Standard for Medical Technology and Physical Therapy (CISMaP), Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Pornsuda Maraming
- Centre for Research and Development of Medical Diagnostic Laboratories (CMDL), Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand.
| | - Patcharee Boonsiri
- Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand.
| | - Jureerut Daduang
- Centre for Research and Development of Medical Diagnostic Laboratories (CMDL), Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen 40002, Thailand.
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Long MM, Needs SH, Edwards AD. Dilution Reduces Sample Matrix Effects for Rapid, Direct, and Miniaturised Phenotypic Antibiotic Susceptibility Tests for Bovine Mastitis. Antibiotics (Basel) 2023; 12:1363. [PMID: 37760660 PMCID: PMC10525283 DOI: 10.3390/antibiotics12091363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 08/17/2023] [Accepted: 08/19/2023] [Indexed: 09/29/2023] Open
Abstract
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 × 105 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.
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Affiliation(s)
- Matthew Michael Long
- School of Pharmacy, University of Reading, Reading RG6 6DX, UK; (M.M.L.); (S.H.N.)
| | - Sarah Helen Needs
- School of Pharmacy, University of Reading, Reading RG6 6DX, UK; (M.M.L.); (S.H.N.)
| | - Alexander Daniel Edwards
- School of Pharmacy, University of Reading, Reading RG6 6DX, UK; (M.M.L.); (S.H.N.)
- Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, UK
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Needs SH, Pivetal J, Hayward J, Kidd SP, Lam H, Diep T, Gill K, Woodward M, Reis NM, Edwards AD. Moving microcapillary antibiotic susceptibility testing (mcAST) towards the clinic: unravelling kinetics of detection of uropathogenic E. coli, mass-manufacturing and usability for detection of urinary tract infections in human urine. SENSORS & DIAGNOSTICS 2023; 2:736-750. [PMID: 37216011 PMCID: PMC10197089 DOI: 10.1039/d2sd00138a] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 04/20/2023] [Indexed: 05/24/2023]
Abstract
Innovation in infection based point-of-care (PoC) diagnostics is vital to avoid unnecessary use of antibiotics and the development of antimicrobial resistance. Several groups including our research team have in recent years successfully miniaturised phenotypic antibiotic susceptibility tests (AST) of isolated bacterial strains, providing validation that miniaturised AST can match conventional microbiological methods. Some studies have also shown the feasibility of direct testing (without isolation or purification), specifically for urinary tract infections, paving the way for direct microfluidic AST systems at PoC. As rate of bacteria growth is intrinsically linked to the temperature of incubation, transferring miniaturised AST nearer the patient requires building new capabilities in terms of temperature control at PoC, furthermore widespread clinical use will require mass-manufacturing of microfluidic test strips and direct testing of urine samples. This study shows for the first-time application of microcapillary antibiotic susceptibility testing (mcAST) directly from clinical samples, using minimal equipment and simple liquid handling, and with kinetics of growth recorded using a smartphone camera. A complete PoC-mcAST system was presented and tested using 12 clinical samples sent to a clinical laboratory for microbiological analysis. The test showed 100% accuracy for determining bacteria in urine above the clinical threshold (5 out of 12 positive) and achieved 95% categorical agreement for 5 positive urines tested with 4 antibiotics (nitrofurantoin, ciprofloxacin, trimethoprim and cephalexin) within 6 h compared to the reference standard overnight AST method. A kinetic model is presented for metabolization of resazurin, demonstrating kinetics of degradation of resazurin in microcapillaries follow those observed for a microtiter plate, with time for AST dependent on the initial CFU ml-1 of uropathogenic bacteria in the urine sample. In addition, we show for the first time that use of air-drying for mass-manufacturing and deposition of AST reagents within the inner surface of mcAST strips matches results obtained with standard AST methods. These results take mcAST a step closer to clinical application, for example as PoC support for antibiotic prescription decisions within a day.
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Affiliation(s)
- Sarah H Needs
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Jeremy Pivetal
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Jessica Hayward
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Stephen P Kidd
- Hampshire Hospitals NHS Foundation Trust Basingstoke and North Hampshire Hospital Basingstoke RG24 9NA UK
| | - HoYin Lam
- Hampshire Hospitals NHS Foundation Trust Basingstoke and North Hampshire Hospital Basingstoke RG24 9NA UK
| | - Tai Diep
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Kiran Gill
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
| | - Martin Woodward
- Department of Food and Nutrition Sciences, University of Reading Whiteknights Campus Reading RG6 6DX UK
| | - Nuno M Reis
- Department of Chemical Engineering and Centre for Biosensors, Biodevices and Bioelectronics (C3Bio), University of Bath Claverton Down Bath BA2 7AY UK +44(0)1225 383 369
- Capillary Film Technology (CFT) Daux Road Billingshurst RH14 9SJ UK
| | - Alexander D Edwards
- Reading School of Pharmacy, University of Reading Whiteknights Campus Reading RG6 6AD UK +44(0)7906014116 +44(0)118 378 4253
- Capillary Film Technology (CFT) Daux Road Billingshurst RH14 9SJ UK
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Needs SH, Saiprom N, Rafaque Z, Imtiaz W, Chantratita N, Runcharoen C, Thammachote J, Anun S, Peacock SJ, Ray P, Andrews S, Edwards AD. Miniaturised broth microdilution for simplified antibiotic susceptibility testing of Gram negative clinical isolates using microcapillary devices. Analyst 2022; 147:3558-3569. [DOI: 10.1039/d2an00305h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Miniaturised antibiotic susceptibility testing: 100 times smaller microcapillary broth microdilution gives equivalent result to standard microplate broth microdilution.
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Affiliation(s)
| | - Natnaree Saiprom
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Thailand
| | - Zara Rafaque
- Department of Microbiology, Faculty of Health Sciences, Hazara University, Mansehra, Pakistan
| | - Wajiha Imtiaz
- School of Biological Sciences, University of Reading, RG6 6DX, UK
| | - Narisara Chantratita
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Thailand
| | - Chakkaphan Runcharoen
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Thailand
| | - Jeeranan Thammachote
- Division of Clinical Microbiology, Medical Technology Department, Bhuddhasothon Hospital, Chachoengsao, Thailand
| | - Suthatip Anun
- Division of Clinical Microbiology, Medical Technology Department, Bhuddhasothon Hospital, Chachoengsao, Thailand
| | | | - Partha Ray
- The Nature Conservancy, Virginia, USA
- School of Agriculture Policy and Development, University of Reading, UK
| | - Simon Andrews
- School of Biological Sciences, University of Reading, RG6 6DX, UK
| | - Alexander D. Edwards
- School of Pharmacy, University of Reading, RG6 6DX, UK
- CFT Ltd, Daux Road, Billingshurst, RH14 9SJ, UK
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