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Assessment of Keratitis Severity Using Quantitative Image Analysis in an In Vivo Murine Model of Staphylococcus aureus Bacterial Keratitis
PURPOSE: Bacterial keratitis (BK) severity in murine models has traditionally been measured by subjective clinical grading or quantification of ocular bacterial burden. This investigation explores an objective and repeatable quantification of slit lamp photography (SLP) images to measure BK severity...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680585/ https://www.ncbi.nlm.nih.gov/pubmed/36383392 http://dx.doi.org/10.1167/tvst.11.11.12 |
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author | Meijome, Tomas E. Wozniak, Rachel Kang, Linda Azzouz, Lyna Niziol, Leslie M. Johnson, William L. Kriegel, Matthias Woodward, Maria A. |
author_facet | Meijome, Tomas E. Wozniak, Rachel Kang, Linda Azzouz, Lyna Niziol, Leslie M. Johnson, William L. Kriegel, Matthias Woodward, Maria A. |
author_sort | Meijome, Tomas E. |
collection | PubMed |
description | PURPOSE: Bacterial keratitis (BK) severity in murine models has traditionally been measured by subjective clinical grading or quantification of ocular bacterial burden. This investigation explores an objective and repeatable quantification of slit lamp photography (SLP) images to measure BK severity. METHODS: BALB/c strain mice underwent three parallel scratches of the right cornea with subsequent inoculation of 10(7) Staphylococcus aureus cells. SLP imaging and clinical severity grading were performed at 48 hours post-infection. Stromal infiltrate (SI) area on SLP images were quantified. Bacterial burden was determined after enucleation and homogenization. Spearman rank correlations (r(s)) were used to estimate associations between SI area, clinical severity grades, and bacterial burden. RESULTS: BALB/c strain mice (n = 14) were evaluated with an average SI area of 0.92 mm(2) (standard deviation, SD = 0.65) and average bacterial burden of 3.16 × 10(5) colony forming units per milliliter (CFU/mL) (SD = 8.3 × 10(5)). Clinical severity grade positively correlated with SI area (r(s) = 0.59, p = 0.0276) and bacterial burden (r(s) = 0.66, p = 0.0106). There was a trend towards positive association between SI area and bacterial burden (r(s) = 0.51, p = 0.0543). CONCLUSIONS: SLP annotation of SI area is correlated with clinical severity and may provide an objective, quantitative, and repeatable assessment of BK disease severity. TRANSLATIONAL RELEVANCE: SLP annotation of SI area is a novel quantitative method to evaluate bacterial keratitis severity longitudinally in mouse models which may be a powerful tool to better understand BK pathogenesis and response to treatments. |
format | Online Article Text |
id | pubmed-9680585 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-96805852022-11-23 Assessment of Keratitis Severity Using Quantitative Image Analysis in an In Vivo Murine Model of Staphylococcus aureus Bacterial Keratitis Meijome, Tomas E. Wozniak, Rachel Kang, Linda Azzouz, Lyna Niziol, Leslie M. Johnson, William L. Kriegel, Matthias Woodward, Maria A. Transl Vis Sci Technol Cornea & External Disease PURPOSE: Bacterial keratitis (BK) severity in murine models has traditionally been measured by subjective clinical grading or quantification of ocular bacterial burden. This investigation explores an objective and repeatable quantification of slit lamp photography (SLP) images to measure BK severity. METHODS: BALB/c strain mice underwent three parallel scratches of the right cornea with subsequent inoculation of 10(7) Staphylococcus aureus cells. SLP imaging and clinical severity grading were performed at 48 hours post-infection. Stromal infiltrate (SI) area on SLP images were quantified. Bacterial burden was determined after enucleation and homogenization. Spearman rank correlations (r(s)) were used to estimate associations between SI area, clinical severity grades, and bacterial burden. RESULTS: BALB/c strain mice (n = 14) were evaluated with an average SI area of 0.92 mm(2) (standard deviation, SD = 0.65) and average bacterial burden of 3.16 × 10(5) colony forming units per milliliter (CFU/mL) (SD = 8.3 × 10(5)). Clinical severity grade positively correlated with SI area (r(s) = 0.59, p = 0.0276) and bacterial burden (r(s) = 0.66, p = 0.0106). There was a trend towards positive association between SI area and bacterial burden (r(s) = 0.51, p = 0.0543). CONCLUSIONS: SLP annotation of SI area is correlated with clinical severity and may provide an objective, quantitative, and repeatable assessment of BK disease severity. TRANSLATIONAL RELEVANCE: SLP annotation of SI area is a novel quantitative method to evaluate bacterial keratitis severity longitudinally in mouse models which may be a powerful tool to better understand BK pathogenesis and response to treatments. The Association for Research in Vision and Ophthalmology 2022-11-16 /pmc/articles/PMC9680585/ /pubmed/36383392 http://dx.doi.org/10.1167/tvst.11.11.12 Text en Copyright 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Cornea & External Disease Meijome, Tomas E. Wozniak, Rachel Kang, Linda Azzouz, Lyna Niziol, Leslie M. Johnson, William L. Kriegel, Matthias Woodward, Maria A. Assessment of Keratitis Severity Using Quantitative Image Analysis in an In Vivo Murine Model of Staphylococcus aureus Bacterial Keratitis |
title | Assessment of Keratitis Severity Using Quantitative Image Analysis in an In Vivo Murine Model of Staphylococcus aureus Bacterial Keratitis |
title_full | Assessment of Keratitis Severity Using Quantitative Image Analysis in an In Vivo Murine Model of Staphylococcus aureus Bacterial Keratitis |
title_fullStr | Assessment of Keratitis Severity Using Quantitative Image Analysis in an In Vivo Murine Model of Staphylococcus aureus Bacterial Keratitis |
title_full_unstemmed | Assessment of Keratitis Severity Using Quantitative Image Analysis in an In Vivo Murine Model of Staphylococcus aureus Bacterial Keratitis |
title_short | Assessment of Keratitis Severity Using Quantitative Image Analysis in an In Vivo Murine Model of Staphylococcus aureus Bacterial Keratitis |
title_sort | assessment of keratitis severity using quantitative image analysis in an in vivo murine model of staphylococcus aureus bacterial keratitis |
topic | Cornea & External Disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9680585/ https://www.ncbi.nlm.nih.gov/pubmed/36383392 http://dx.doi.org/10.1167/tvst.11.11.12 |
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