A A Method to Quantify Biofilms in Object Glass Using ImageJ
DOI:
https://doi.org/10.56260/sciena.v5i2.330Keywords:
ImageJ, Quantification, Direct Microscopic Observation, BiofilmAbstract
Background: Direct microscopic observation of biofilms is done by observing for the presence of biofilm under a microscope. However, this method is qualitative and not quantitative. Analysis of these biofilm structures using image processing software may provide a method to quantify biofilm production and degradation in glass slides. Objective: To quantify the number and area percentage of microbial structures observable on a slide. This study is an experimental in vitro study. Methods: Biofilm production was done by submerging slides in petri dishes filled with Brain Heart Infusion with 2% sucrose (w/v) and inoculating it with Staphylococcus aureus. The petri dishes were incubated undisturbed for 48 hours at 37°C (n=3).The slides were then submerged in distilled water (Group 1) or detergent (Group 2) for 5 minutes before staining with 0.1% crystal violet and observed under a light microscope at 1000x. Images from five fields of view were collected. ImageJ was then used to count the number of microcolonies, aggregate cells, and single cells or cell clusters, based on size, and their respective area percentage. Welch’s T-Test was performed using JASP version 0.18.3. Results: Direct observation of slides shows that microcolonies and cell clusters to be formed in Group 1, and none or little in Group 2, indicating differences in biofilm formation on Group 1 vs Group 2.Based on ImageJ calculation, control slides had an average percentage area for microcolonies, cell agregates, and single cells or clusters of 39.97 ± 9.99%, 8.96 ± 3.19%, and 1.39 ± 0.33%, respectively. Treatment with detergent significantly reduced percentages of microcolonies to 0.33 ± 0.68%, but increased single cell area to 5.27 ± 0.49%. Conclusion: ImageJ can be a valuable tool to quantify biofilm production in glass slides based on the number and percentage area of microcolonies, cell aggregates, and single cells or cell clusters.
References
Dexter AM, Scott JB. Airway management and ventilator-associated events. Respir Care 2019;64:986–93. https://doi.org/10.4187/respcare.07107.
Di Domenico EG, Oliva A, Guembe M. The current knowledge on the pathogenesis of tissue and medical device-related biofilm infections. Microorganisms 2022;10:1259. https://doi.org/10.3390/microorganisms10071259.
Rubi H, Mudey G, Kunjalwar R. Catheter-Associated Urinary Tract Infection (CAUTI). Cureus 2022;14:e30385. https://doi.org/10.7759/cureus.30385.
Yan J, Bassler BL. Surviving as a community: antibiotic tolerance and persistence in bacterial biofilms. Cell Host & Microbe 2019;26:15–21. https://doi.org/10.1016/j.chom.2019.06.002.
Schilcher K, Horswill AR. Staphylococcal biofilm development: structure, regulation, and treatment strategies. Microbiol Mol Biol Rev 2020;84:e00026-19. https://doi.org/10.1128/MMBR.00026-19.
Ruhal R, Kataria R. Biofilm patterns in gram-positive and gram-negative bacteria. Microbiological Research 2021;251:126829. https://doi.org/10.1016/j.micres.2021.126829.
Paula AJ, Hwang G, Koo H. Dynamics of bacterial population growth in biofilms resemble spatial and structural aspects of urbanization. Nat Commun 2020;11:1354. https://doi.org/10.1038/s41467-020-15165-4.
Coffey BM, Anderson GG. Biofilm formation in the 96-well microtiter plate. In: Filloux A, Ramos J-L, editors. Pseudomonas Methods and Protocols, vol. 1149, New York, NY: Springer New York; 2014, p. 631–41. https://doi.org/10.1007/978-1-4939-0473-0_48.
Bakkiyaraj D, Sritharadol R, Padmavathi AR, et al. Anti-biofilm properties of a mupirocin spray formulation against Escherichia coli wound infections. Biofouling 2017;33:591–600. https://doi.org/10.1080/08927014.2017.1337100.
Katsipis G, Tsalouxidou V, Halevas E, et al. In vitro and in silico evaluation of the inhibitory effect of a curcumin-based oxovanadium (IV) complex on alkaline phosphatase activity and bacterial biofilm formation. Appl Microbiol Biotechnol 2021;105:147–68. https://doi.org/10.1007/s00253-020-11004-0.
Dertli E, Mayer MJ, Narbad A. Impact of the exopolysaccharide layer on biofilms, adhesion and resistance to stress in Lactobacillus johnsonii FI9785. BMC Microbiol 2015;15:8. https://doi.org/10.1186/s12866-015-0347-2.
Rueden CT, Schindelin J, Hiner MC, et al. ImageJ2: ImageJ for the next generation of scientific image data. BMC Bioinformatics 2017;18:529. https://doi.org/10.1186/s12859-017-1934-z.
Young K, Morrison H. Quantifying microglia morphology from photomicrographs of immunohistochemistry prepared tissue using ImageJ. JoVE 2018:e57648. https://doi.org/10.3791/57648-v.
Schulze K, López DA, Tillich UM, et al. A simple viability analysis for unicellular cyanobacteria using a new autofluorescence assay, automated microscopy, and ImageJ. BMC Biotechnol 2011;11:118. https://doi.org/10.1186/1472-6750-11-118.
JASP Team. JASP 2024. https://jasp-stats.org/
Giordani B, Naldi M, Croatti V, et al. Exopolysaccharides from vaginal lactobacilli modulate microbial biofilms. Microb Cell Fact 2023;22:45. https://doi.org/10.1186/s12934-023-02053-x.
Osland AM, Oastler C, Konrat K, et al. Evaluation of disinfectant efficacy against biofilm-residing wild-type Salmonella from the porcine industry. Antibiotics 2023;12:1189. https://doi.org/10.3390/antibiotics12071189.
Vandeplassche E, Coenye T, Crabbé A. Developing selective media for quantification of multispecies biofilms following antibiotic treatment. PLoS ONE 2017;12:e0187540. https://doi.org/10.1371/journal.pone.0187540.
Mombeshora M, Chi GF, Mukanganyama S. Antibiofilm activity of extract and a compound isolated from Triumfetta welwitschii against Pseudomonas aeruginosa. Biochemistry Research International 2021;2021. https://doi.org/10.1155/2021/9946183.
Raissa G, Waturangi DE, Wahjuningrum D. Screening of antibiofilm and anti-quorum sensing activty of Actinomycetes isolates extracts against aquaculture pathogenic bacteria. BMC Microbiol 2020;20:343. https://doi.org/10.1186/s12866-020-02022-z.
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Copyright (c) 2026 Arief Heru Wicaksono, Rio Risandiansyah, Reza Hakim, Ahmad Akbar Syarieb , Annisa Kurniawati, Iftah Ghina Shafira, Maghfirah Nur Maulani , Hanggia Primadita

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