Open Access
Open access
volume 13 issue 5 pages e0193267

Fast and simple tool for the quantification of biofilm-embedded cells sub-populations from fluorescent microscopic images

Vladislav Melnikov 2
Regina R Murtazina 3
Irshad S Sharafutdinov 3
Publication typeJournal Article
Publication date2018-05-01
scimago Q1
wos Q2
SJR0.803
CiteScore5.4
Impact factor2.6
ISSN19326203
Multidisciplinary
Abstract
Fluorescent staining is a common tool for both quantitative and qualitative assessment of pro- and eukaryotic cells sub-population fractions by using microscopy and flow cytometry. However, direct cell counting by flow cytometry is often limited, for example when working with cells rigidly adhered either to each other or to external surfaces like bacterial biofilms or adherent cell lines and tissue samples. An alternative approach is provided by using fluorescent microscopy and confocal laser scanning microscopy (CLSM), which enables the evaluation of fractions of cells subpopulations in a given sample. For the quantitative assessment of cell fractions in microphotographs, we suggest a simple two-step algorithm that combines single cells selection and the statistical analysis. To facilitate the first step, we suggest a simple procedure that supports finding the balance between the detection threshold and the typical size of single cells based on objective cell size distribution analysis. Based on a series of experimental measurements performed on bacterial and eukaryotic cells under various conditions, we show explicitly that the suggested approach effectively accounts for the fractions of different cell sub-populations (like the live/dead staining in our samples) in all studied cases that are in good agreement with manual cell counting on microphotographs and flow cytometry data. This algorithm is implemented as a simple software tool that includes an intuitive and user-friendly graphical interface for the initial adjustment of algorithm parameters to the microphotographs analysis as well as for the sequential analysis of homogeneous series of similar microscopic images without further user intervention. The software tool entitled BioFilmAnalyzer is freely available online at https://bitbucket.org/rogex/biofilmanalyzer/downloads/.
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GOST Copy
Bogachev M. et al. Fast and simple tool for the quantification of biofilm-embedded cells sub-populations from fluorescent microscopic images // PLoS ONE. 2018. Vol. 13. No. 5. p. e0193267.
GOST all authors (up to 50) Copy
Bogachev M., Volkov V. Yu., Markelov O. A., Trizna E. Y., Baydamshina D. R., Melnikov V., Murtazina R. R., Zelenikhin P. V., Sharafutdinov I. S., Kayumov A. R. Fast and simple tool for the quantification of biofilm-embedded cells sub-populations from fluorescent microscopic images // PLoS ONE. 2018. Vol. 13. No. 5. p. e0193267.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1371/journal.pone.0193267
UR - https://dx.plos.org/10.1371/journal.pone.0193267
TI - Fast and simple tool for the quantification of biofilm-embedded cells sub-populations from fluorescent microscopic images
T2 - PLoS ONE
AU - Bogachev, Mikhail
AU - Volkov, Vladimir Yu
AU - Markelov, Oleg A
AU - Trizna, Elena Yu.
AU - Baydamshina, Diana R
AU - Melnikov, Vladislav
AU - Murtazina, Regina R
AU - Zelenikhin, Pavel V
AU - Sharafutdinov, Irshad S
AU - Kayumov, Airat R.
PY - 2018
DA - 2018/05/01
PB - Public Library of Science (PLoS)
SP - e0193267
IS - 5
VL - 13
PMID - 29715298
SN - 1932-6203
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2018_Bogachev,
author = {Mikhail Bogachev and Vladimir Yu Volkov and Oleg A Markelov and Elena Yu. Trizna and Diana R Baydamshina and Vladislav Melnikov and Regina R Murtazina and Pavel V Zelenikhin and Irshad S Sharafutdinov and Airat R. Kayumov},
title = {Fast and simple tool for the quantification of biofilm-embedded cells sub-populations from fluorescent microscopic images},
journal = {PLoS ONE},
year = {2018},
volume = {13},
publisher = {Public Library of Science (PLoS)},
month = {may},
url = {https://dx.plos.org/10.1371/journal.pone.0193267},
number = {5},
pages = {e0193267},
doi = {10.1371/journal.pone.0193267}
}
MLA
Cite this
MLA Copy
Bogachev, Mikhail, et al. “Fast and simple tool for the quantification of biofilm-embedded cells sub-populations from fluorescent microscopic images.” PLoS ONE, vol. 13, no. 5, May. 2018, p. e0193267. https://dx.plos.org/10.1371/journal.pone.0193267.