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Updated: Jul 5, 2025

Automated Analysis of Intracellular Phenotypes of Salmonella Using ImageJ
Published on: August 9, 2022
High-Resolution Large-Area Image Analysis Deciphers the Distribution of Salmonella Cells and ECM Components in
Sanhita Ray1,2, Susanne Löffler1,2, Agneta Richter-Dahlfors1,2
1AIMES - Center for the Advancement of Integrated Medical and Engineering Sciences at Karolinska Institutet and KTH Royal Institute of Technology, Stockholm, SE-171 77, Sweden.
This study reveals that electrical stimulation of conductive polymer surfaces significantly increases bacterial extracellular matrix (ECM) production, not cell numbers. Targeting ECM is crucial for developing effective antibiofilm strategies.
Area of Science:
- Microbiology
- Materials Science
- Electrochemistry
Background:
- Bacterial biofilms, crucial for colonization and pathogenesis, consist of cells within an extracellular matrix (ECM).
- Current antibacterial surface evaluations primarily focus on cell reduction, neglecting the ECM's role.
- Electroactive polymers offer potential for novel antibiofilm strategies, but their impact on biofilm composition remains underexplored.
Purpose of the Study:
- To develop and apply a method for separately quantifying bacterial cells and ECM in biofilms.
- To investigate the effect of electrochemical addressing on biofilm formation and composition on poly(3,4-ethylenedioxythiophene):polystyrenesulfonate (PEDOT:PSS).
- To identify key targets for developing effective antibiofilm strategies.
Main Methods:
- Utilized a custom biofilm reactor with electroactive PEDOT:PSS surfaces subjected to electrical bias.
- Employed fluorescence-based spectroscopic mapping and confocal microscopy for analyzing cell and ECM distribution.
- Integrated advanced image processing techniques for quantitative biofilm analysis.
- Validated findings using bacterial mutants deficient in ECM production.
Main Results:
- Electrochemical addressing of PEDOT:PSS surfaces upregulated bacterial ECM production.
- Cell counts remained largely unaffected by the applied electrical bias.
- Biofilm texture was altered, forming either small foci or more continuous structures.
- Demonstrated a direct link between conductive polymer material properties and bacterial metabolism.
Conclusions:
- Bacterial ECM is a critical target for developing novel antibiofilm strategies.
- Surface charge and electrical stimulation significantly influence biofilm matrix formation.
- Biofilm distribution patterns play a key role in antimicrobial susceptibility.
- This study provides novel insights into the interaction between electroactive polymers and bacterial biofilms, highlighting electrochemical control over ECM production.
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