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FluoroPi Device With SmartProbes: A Frugal Point-of-Care System for Fluorescent Detection of Bacteria From a Pre-Clinical Model of Microbial Keratitis
PURPOSE: Rapid and accurate diagnosis of microbial keratitis (MK) could greatly improve patient outcomes. Here, we present the development of a rapid, accessible multicolour fluorescence imaging device (FluoroPi) and evaluate its performance in combination with fluorescent optical reporters (SmartPr...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10324419/ https://www.ncbi.nlm.nih.gov/pubmed/37395707 http://dx.doi.org/10.1167/tvst.12.7.1 |
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author | Mohanan, Syam Mohan P. C. Russell, Kay Duncan, Sheelagh Kiang, Alex Lochenie, Charles Duffy, Emma Kennedy, Stephnie Prajna, N. Venkatesh Williams, Rachel L. Dhaliwal, Kevin Williams, Gareth O. S. Mills, Bethany |
author_facet | Mohanan, Syam Mohan P. C. Russell, Kay Duncan, Sheelagh Kiang, Alex Lochenie, Charles Duffy, Emma Kennedy, Stephnie Prajna, N. Venkatesh Williams, Rachel L. Dhaliwal, Kevin Williams, Gareth O. S. Mills, Bethany |
author_sort | Mohanan, Syam Mohan P. C. |
collection | PubMed |
description | PURPOSE: Rapid and accurate diagnosis of microbial keratitis (MK) could greatly improve patient outcomes. Here, we present the development of a rapid, accessible multicolour fluorescence imaging device (FluoroPi) and evaluate its performance in combination with fluorescent optical reporters (SmartProbes) to distinguish bacterial Gram status. Furthermore, we show feasibility by imaging samples obtained by corneal scrape and minimally invasive corneal impression membrane (CIM) from ex vivo porcine corneal MK models. METHODS: FluoroPi was built using a Raspberry Pi single-board computer and camera, light-emitting-diodes (LEDs), and filters for white-light and fluorescent imaging, with excitation and detection of bacterial optical SmartProbes: Gram-negative, NBD-PMX (ex(max) 488 nm); Gram positive, Merocy-Van (ex(max) 590 nm). We evaluated FluoroPi with bacteria (Pseudomonas aeruginosa and Staphylococcus aureus) isolated from ex vivo porcine corneal models of MK by scrape (needle) and CIM with the SmartProbes. RESULTS: FluoroPi provides <1 µm resolution and was able to readily distinguish bacteria isolated from ex vivo models of MK from tissue debris when combined with SmartProbes, retrieved by both scrape and CIM. Single bacteria could be resolved within the field of view, with limits of detection demonstrated as 10(3) to 10(4) CFU/mL. Sample preparation prior to imaging was minimal (wash-free), and imaging and postprocessing with FluoroPi were straightforward, confirming ease of use. CONCLUSIONS: FluoroPi coupled with SmartProbes provides effective, low-cost bacterial imaging, delineating Gram-negative and Gram-positive bacteria directly sampled from a preclinical model of MK. TRANSLATIONAL RELEVANCE: This study provides a crucial stepping stone toward clinical translation of a rapid, minimally invasive diagnostic approach for MK. |
format | Online Article Text |
id | pubmed-10324419 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-103244192023-07-07 FluoroPi Device With SmartProbes: A Frugal Point-of-Care System for Fluorescent Detection of Bacteria From a Pre-Clinical Model of Microbial Keratitis Mohanan, Syam Mohan P. C. Russell, Kay Duncan, Sheelagh Kiang, Alex Lochenie, Charles Duffy, Emma Kennedy, Stephnie Prajna, N. Venkatesh Williams, Rachel L. Dhaliwal, Kevin Williams, Gareth O. S. Mills, Bethany Transl Vis Sci Technol Cornea & External Disease PURPOSE: Rapid and accurate diagnosis of microbial keratitis (MK) could greatly improve patient outcomes. Here, we present the development of a rapid, accessible multicolour fluorescence imaging device (FluoroPi) and evaluate its performance in combination with fluorescent optical reporters (SmartProbes) to distinguish bacterial Gram status. Furthermore, we show feasibility by imaging samples obtained by corneal scrape and minimally invasive corneal impression membrane (CIM) from ex vivo porcine corneal MK models. METHODS: FluoroPi was built using a Raspberry Pi single-board computer and camera, light-emitting-diodes (LEDs), and filters for white-light and fluorescent imaging, with excitation and detection of bacterial optical SmartProbes: Gram-negative, NBD-PMX (ex(max) 488 nm); Gram positive, Merocy-Van (ex(max) 590 nm). We evaluated FluoroPi with bacteria (Pseudomonas aeruginosa and Staphylococcus aureus) isolated from ex vivo porcine corneal models of MK by scrape (needle) and CIM with the SmartProbes. RESULTS: FluoroPi provides <1 µm resolution and was able to readily distinguish bacteria isolated from ex vivo models of MK from tissue debris when combined with SmartProbes, retrieved by both scrape and CIM. Single bacteria could be resolved within the field of view, with limits of detection demonstrated as 10(3) to 10(4) CFU/mL. Sample preparation prior to imaging was minimal (wash-free), and imaging and postprocessing with FluoroPi were straightforward, confirming ease of use. CONCLUSIONS: FluoroPi coupled with SmartProbes provides effective, low-cost bacterial imaging, delineating Gram-negative and Gram-positive bacteria directly sampled from a preclinical model of MK. TRANSLATIONAL RELEVANCE: This study provides a crucial stepping stone toward clinical translation of a rapid, minimally invasive diagnostic approach for MK. The Association for Research in Vision and Ophthalmology 2023-07-03 /pmc/articles/PMC10324419/ /pubmed/37395707 http://dx.doi.org/10.1167/tvst.12.7.1 Text en Copyright 2023 The Authors https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License. |
spellingShingle | Cornea & External Disease Mohanan, Syam Mohan P. C. Russell, Kay Duncan, Sheelagh Kiang, Alex Lochenie, Charles Duffy, Emma Kennedy, Stephnie Prajna, N. Venkatesh Williams, Rachel L. Dhaliwal, Kevin Williams, Gareth O. S. Mills, Bethany FluoroPi Device With SmartProbes: A Frugal Point-of-Care System for Fluorescent Detection of Bacteria From a Pre-Clinical Model of Microbial Keratitis |
title | FluoroPi Device With SmartProbes: A Frugal Point-of-Care System for Fluorescent Detection of Bacteria From a Pre-Clinical Model of Microbial Keratitis |
title_full | FluoroPi Device With SmartProbes: A Frugal Point-of-Care System for Fluorescent Detection of Bacteria From a Pre-Clinical Model of Microbial Keratitis |
title_fullStr | FluoroPi Device With SmartProbes: A Frugal Point-of-Care System for Fluorescent Detection of Bacteria From a Pre-Clinical Model of Microbial Keratitis |
title_full_unstemmed | FluoroPi Device With SmartProbes: A Frugal Point-of-Care System for Fluorescent Detection of Bacteria From a Pre-Clinical Model of Microbial Keratitis |
title_short | FluoroPi Device With SmartProbes: A Frugal Point-of-Care System for Fluorescent Detection of Bacteria From a Pre-Clinical Model of Microbial Keratitis |
title_sort | fluoropi device with smartprobes: a frugal point-of-care system for fluorescent detection of bacteria from a pre-clinical model of microbial keratitis |
topic | Cornea & External Disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10324419/ https://www.ncbi.nlm.nih.gov/pubmed/37395707 http://dx.doi.org/10.1167/tvst.12.7.1 |
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