Optical time-lapse microscopy for rapid assessment of microbial quality in hygroscopic food samples

IF 1.7 4区 生物学 Q4 BIOCHEMICAL RESEARCH METHODS Journal of microbiological methods Pub Date : 2025-02-01 DOI:10.1016/j.mimet.2025.107094
Caroline Østergaard Klein , Martin Laage Kragh , Philip Junker Andersen , Niels Agersnap , Jesper Bryde-Jacobsen , Lisbeth Truelstrup Hansen
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Abstract

In the food industry, time-to-result is crucial for faster release of products, minimising recalls, mitigation of microbial contamination problems and, ultimately, food safety. Carrageenan is isolated from red seaweed (Rhodophyta) and applied in various foods and beverages as a gelling, thickening, texturing, or stabilising agent due to its hygroscopic properties. Currently, the standard industry plate count method entails a one-hundred-fold dilution of the sample before mixing with molten agar for assessing the level of microbial contamination in carrageenan samples prior to business-to-business shipment. However, even at this dilution, carrageenan swells, forms clumps, clogs pipettes, and leaves thick gel structures, bubbles, and debris in agar plates causing microbial enumeration to be challenging and subject to human error. Here, we report, for the first time, the application of mini agar plates monitored by the automated time-lapse microscopy IntuGrow solution to assess the microbiological quality in the challenging food ingredient. Without dilution of the food sample, the carrageenan powder is scattered between two layers of Plate Count Agar to enumerate bacteria within 12–20 h, while enumeration by traditional plate counts requires 72 h. A DELAY algorithm for optical time-lapse microscopy was developed and added to IntuGrow analysis software to suppress the effects of swelling and enhance detection of the presence of growing microbial colonies by normalising the background using previous images. Time-lapse microscopy image-based monitoring made it possible to obtain results from carrageenan samples that could not be obtained by traditional plate counts due to swarming bacteria. Comparison between the two methods showed a nearly perfect Demings slope of 0.96, while an observed bias of −0.33 log CFU/g indicated that IntuGrow counts were lower than traditional plate counts. This is likely due to carrageenan artefacts being counted as colonies in the latter plates. The ability of IntuGrow to enumerate bacteria in challenging food ingredients such as carrageenan implies that the technology should be easy to apply for easy-to-dilute samples or non-hydrocolloid powders. Further testing in an industrial setting by different operators should be used to validate the reproducibility of the method.
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来源期刊
Journal of microbiological methods
Journal of microbiological methods 生物-生化研究方法
CiteScore
4.30
自引率
4.50%
发文量
151
审稿时长
29 days
期刊介绍: The Journal of Microbiological Methods publishes scholarly and original articles, notes and review articles. These articles must include novel and/or state-of-the-art methods, or significant improvements to existing methods. Novel and innovative applications of current methods that are validated and useful will also be published. JMM strives for scholarship, innovation and excellence. This demands scientific rigour, the best available methods and technologies, correctly replicated experiments/tests, the inclusion of proper controls, calibrations, and the correct statistical analysis. The presentation of the data must support the interpretation of the method/approach. All aspects of microbiology are covered, except virology. These include agricultural microbiology, applied and environmental microbiology, bioassays, bioinformatics, biotechnology, biochemical microbiology, clinical microbiology, diagnostics, food monitoring and quality control microbiology, microbial genetics and genomics, geomicrobiology, microbiome methods regardless of habitat, high through-put sequencing methods and analysis, microbial pathogenesis and host responses, metabolomics, metagenomics, metaproteomics, microbial ecology and diversity, microbial physiology, microbial ultra-structure, microscopic and imaging methods, molecular microbiology, mycology, novel mathematical microbiology and modelling, parasitology, plant-microbe interactions, protein markers/profiles, proteomics, pyrosequencing, public health microbiology, radioisotopes applied to microbiology, robotics applied to microbiological methods,rumen microbiology, microbiological methods for space missions and extreme environments, sampling methods and samplers, soil and sediment microbiology, transcriptomics, veterinary microbiology, sero-diagnostics and typing/identification.
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