Quantification of confocal images of biofilms grown on irregular surfaces

Bacterial biofilms grow on many types of surfaces, including flat surfaces such as glass and metal and irregular surfaces such as rocks, biological tissues and polymers. While laser scanning confocal microscopy can provide high-resolution images of biofilms grown on any surface, quantification of bi...

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Published inJournal of microbiological methods Vol. 100; pp. 111 - 120
Main Authors Sommerfeld Ross, Stacy, Tu, Mai Han, Falsetta, Megan L., Ketterer, Margaret R., Kiedrowski, Megan R., Horswill, Alexander R., Apicella, Michael A., Reinhardt, Joseph M., Fiegel, Jennifer
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier B.V 01.05.2014
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Abstract Bacterial biofilms grow on many types of surfaces, including flat surfaces such as glass and metal and irregular surfaces such as rocks, biological tissues and polymers. While laser scanning confocal microscopy can provide high-resolution images of biofilms grown on any surface, quantification of biofilm-associated bacteria is currently limited to bacteria grown on flat surfaces. This can limit researchers studying irregular surfaces to qualitative analysis or quantification of only the total bacteria in an image. In this work, we introduce a new algorithm called modified connected volume filtration (MCVF) to quantify bacteria grown on top of an irregular surface that is fluorescently labeled or reflective. Using the MCVF algorithm, two new quantification parameters are introduced. The modified substratum coverage parameter enables quantification of the connected-biofilm bacteria on top of the surface and on the imaging substratum. The utility of MCVF and the modified substratum coverage parameter were shown with Pseudomonas aeruginosa and Staphylococcus aureus biofilms grown on human airway epithelial cells. A second parameter, the percent association, provides quantified data on the colocalization of the bacteria with a labeled component, including bacteria within a labeled tissue. The utility of quantifying the bacteria associated with the cell cytoplasm was demonstrated with Neisseria gonorrhoeae biofilms grown on cervical epithelial cells. This algorithm provides more flexibility and quantitative ability to researchers studying biofilms grown on a variety of irregular substrata. •Quantify connected-biofilm bacteria grown on visible irregular surfaces•Introduce modified connected volume filtration algorithm•Novel modified substratum coverage parameter assesses bacteria coverage on surface.•Quantify percent bacteria associated with visible surface (fluorescent/reflective)
AbstractList Bacterial biofilms grow on many types of surfaces, including flat surfaces such as glass and metal and irregular surfaces such as rocks, biological tissues and polymers. While laser scanning confocal microscopy can provide high-resolution images of biofilms grown on any surface, quantification of biofilm-associated bacteria is currently limited to bacteria grown on flat surfaces. This can limit researchers studying irregular surfaces to qualitative analysis or quantification of only the total bacteria in an image. In this work, we introduce a new algorithm called modified connected volume filtration (MCVF) to quantify bacteria grown on top of an irregular surface that is fluorescently labeled or reflective. Using the MCVF algorithm, two new quantification parameters are introduced. The modified substratum coverage parameter enables quantification of the connected-biofilm bacteria on top of the surface and on the imaging substratum. The utility of MCVF and the modified substratum coverage parameter were shown with Pseudomonas aeruginosa and Staphylococcus aureus biofilms grown on human airway epithelial cells. A second parameter, the percent association, provides quantified data on the colocalization of the bacteria with a labeled component, including bacteria within a labeled tissue. The utility of quantifying the bacteria associated with the cell cytoplasm was demonstrated with Neisseria gonorrhoeae biofilms grown on cervical epithelial cells. This algorithm provides more flexibility and quantitative ability to researchers studying biofilms grown on a variety of irregular substrata.
Bacterial biofilms grow on many types of surfaces, including flat surfaces such as glass and metal and irregular surfaces such as rocks, biological tissues and polymers. While laser scanning confocal microscopy can provide high-resolution images of biofilms grown on any surface, quantification of biofilm-associated bacteria is currently limited to bacteria grown on flat surfaces. This can limit researchers studying irregular surfaces to qualitative analysis or quantification of only the total bacteria in an image. In this work, we introduce a new algorithm called modified connected volume filtration (MCVF) to quantify bacteria grown on top of an irregular surface that is fluorescently labeled or reflective. Using the MCVF algorithm, two new quantification parameters are introduced. The modified substratum coverage parameter enables quantification of the connected-biofilm bacteria on top of the surface and on the imaging substratum. The utility of MCVF and the modified substratum coverage parameter were shown with Pseudomonas aeruginosa and Staphylococcus aureus biofilms grown on human airway epithelial cells. A second parameter, the percent association, provides quantified data on the colocalization of the bacteria with a labeled component, including bacteria within a labeled tissue. The utility of quantifying the bacteria associated with the cell cytoplasm was demonstrated with Neisseria gonorrhoeae biofilms grown on cervical epithelial cells. This algorithm provides more flexibility and quantitative ability to researchers studying biofilms grown on a variety of irregular substrata. •Quantify connected-biofilm bacteria grown on visible irregular surfaces•Introduce modified connected volume filtration algorithm•Novel modified substratum coverage parameter assesses bacteria coverage on surface.•Quantify percent bacteria associated with visible surface (fluorescent/reflective)
Bacterial biofilms grow on many types of surfaces, including flat surfaces such as glass and metal and irregular surfaces such as rocks, biological tissues and polymers. While laser scanning confocal microscopy can provide high-resolution images of biofilms grown on any surface, quantification of biofilm-associated bacteria is currently limited to bacteria grown on flat surfaces. This can limit researchers studying irregular surfaces to qualitative analysis or quantification of only the total bacteria in an image. In this work, we introduce a new algorithm called modified connected volume filtration (MCVF) to quantify bacteria grown on top of an irregular surface that is fluorescently labeled or reflective. Using the MCVF algorithm, two new quantification parameters are introduced. The modified substratum coverage parameter enables quantification of the connected-biofilm bacteria on top of the surface and on the imaging substratum. The utility of MCVF and the modified substratum coverage parameter were shown with Pseudomonas aeruginosa and Staphylococcus aureus biofilms grown on human airway epithelial cells. A second parameter, the percent association, provides quantified data on the colocalization of the bacteria with a labeled component, including bacteria within a labeled tissue. The utility of quantifying the bacteria associated with the cell cytoplasm was demonstrated with Neisseria gonorrhoeae biofilms grown on cervical epithelial cells. This algorithm provides more flexibility and quantitative ability to researchers studying biofilms grown on a variety of irregular substrata.
Author Kiedrowski, Megan R.
Ketterer, Margaret R.
Falsetta, Megan L.
Tu, Mai Han
Horswill, Alexander R.
Apicella, Michael A.
Fiegel, Jennifer
Reinhardt, Joseph M.
Sommerfeld Ross, Stacy
AuthorAffiliation b The University of Iowa, Department of Microbiology, Iowa City, IA 52242, United States
a The University of Iowa, Department of Pharmaceutical Sciences and Translational Therapeutics, S215 PHAR, 115 S. Grand Ave, Iowa City, IA 52242, United States
d The University of Iowa, Department of Chemical and Biochemical Engineering, Iowa City, IA 52242, United States
c The University of Iowa, Department of Biomedical Engineering, Iowa City, IA 52242, United States
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Keywords Biofilm
COMSTAT
Tissue
Confocal microscopy
Quantification
Surface
Language English
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Snippet Bacterial biofilms grow on many types of surfaces, including flat surfaces such as glass and metal and irregular surfaces such as rocks, biological tissues and...
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SubjectTerms Biofilm
Biofilms - growth & development
Cell Line
COMSTAT
Confocal microscopy
Epithelial Cells - microbiology
Humans
Image Processing, Computer-Assisted - methods
Microscopy, Confocal - methods
Neisseria gonorrhoeae
Neisseria gonorrhoeae - physiology
Pseudomonas aeruginosa
Pseudomonas aeruginosa - physiology
Quantification
Staphylococcus aureus
Staphylococcus aureus - physiology
Surface
Surface Properties
Tissue
Title Quantification of confocal images of biofilms grown on irregular surfaces
URI https://dx.doi.org/10.1016/j.mimet.2014.02.020
https://www.ncbi.nlm.nih.gov/pubmed/24632515
https://search.proquest.com/docview/1517879672
https://search.proquest.com/docview/1676364328
https://pubmed.ncbi.nlm.nih.gov/PMC4041150
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