ArticleFrontiers in microbiology2014
Laser-induced speckle scatter patterns in Bacillus colonies.
Article in Frontiers in microbiology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Contribution of theMicrobiology spectrum · 2026Article
- Adapted Correlation Methods for Laser Speckle Imaging of Microbial Activity: Evaluation and Rationale.Sensors (Basel, Switzerland) · 2025Article
- Classification of Microbial Activity and Inhibition Zones Using Neural Network Analysis of Laser Speckle Images.Sensors (Basel, Switzerland) · 2025Article
- New Methodologies as Opportunities in the Study of Bacterial Biofilms, Including Food-Related Applications.Microorganisms · 2025Review
- Petri-plate, bacteria, and laser optical scattering sensor.Frontiers in cellular and infection microbiology · 2022Review
- Advancement inBiosensors · 2021Review
- Laser speckle imaging for early detection of microbial colony forming units.Biomedical optics express · 2021Article
- Rapid detection of Escherichia coli using bacteriophage-induced lysis and image analysis.PloS one · 2020Article
- Virulence Gene-Associated Mutant Bacterial Colonies Generate Differentiating Two-Dimensional Laser Scatter Fingerprints.Applied and environmental microbiology · 2016Article
- Optical scatter patterns facilitate rapid differentiation of Enterobacteriaceae on CHROMagar™ Orientation medium.Microbial biotechnology · 2016Article
- Recent trends in non-invasive in situ techniques to monitor bacterial colonies in solid (model) food.Frontiers in microbiology · 2015Article
- Bacterial Colonies in Solid Media and Foods: A Review on Their Growth and Interactions with the Micro-Environment.Frontiers in microbiology · 2015Review
- Streptomycin Induced Stress Response in Salmonella enterica Serovar Typhimurium Shows Distinct Colony Scatter Signature.PloS one · 2015Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Label-free bacterial colony phenotyping technology called BARDOT (Bacterial Rapid Detection using Optical scattering Technology) provided successful classification of several different bacteria at the genus, species, and serovar level. Recent experiments with colonies of Bacillus species provided strikingly different characteristics of elastic light scatter (ELS) patterns, which were comprised of random speckles compared to other bacteria, which are dominated by concentric rings and spokes. Since this laser-based optical sensor interrogates the whole volume of the colony, 3-D information of micro- and macro-structures are all encoded in the far-field scatter patterns. Here, we present a theoretical model explaining the underlying mechanism of the speckle formation by the colonies from Bacillus species. Except for Bacillus polymyxa, all Bacillus spp. produced random bright spots on the imaging plane, which presumably dependent on the cellular and molecular organization and content within the colony. Our scatter model-based analysis revealed that colony spread resulting in variable surface roughness can modify the wavefront of the scatter field. As the center diameter of the Bacillus spp. colony grew from 500 to 900 μm, average speckles area decreased two-fold and the number of small speckles increased seven-fold. In conclusion, as Bacillus colony grows, the average speckle size in the scatter pattern decreases and the number of smaller speckle increases due to the swarming growth characteristics of bacteria within the colony.
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