Bioprocess and Biochemical Engineering Group (BioProChem), Department of Chemical and Process Engineering, University of Surrey, Guildford, GU2 7XH, UK.
Centre for 3D Models of Health and Disease, Division of Surgery and Interventional Science, University College London, Charles Bell House, 43-45 Foley Street, Fitzrovia, London, W1W 7TY, UK.
Sci Rep. 2023 Dec 9;13(1):21811. doi: 10.1038/s41598-023-48968-8.
The aim of the current study is to develop and characterise novel complex multi-phase in vitro 3D models, for advanced microbiological studies. More specifically, we enriched our previously developed bi-phasic polysaccharide (Xanthan Gum)/protein (Whey Protein) 3D model with a fat phase (Sunflower Oil) at various concentrations, i.e., 10%, 20%, 40% and 60% (v/v), for better mimicry of the structural and biochemical composition of real food products. Rheological, textural, and physicochemical analysis as well as advanced microscopy imaging (including spatial mapping of the fat droplet distribution) of the new tri-phasic 3D models revealed their similarity to industrial food products (especially cheese products). Furthermore, microbial growth experiments of foodborne bacteria, i.e., Listeria monocytogenes, Escherichia coli, Pseudomonas aeruginosa and Lactococcus lactis on the surface of the 3D models revealed very interesting results, regarding the growth dynamics and distribution of cells at colony level. More specifically, the size of the colonies formed on the surface of the 3D models, increased substantially for increasing fat concentrations, especially in mid- and late-exponential growth phases. Furthermore, colonies formed in proximity to fat were substantially larger as compared to the ones that were located far from the fat phase of the models. In terms of growth location, the majority of colonies were located on the protein/polysaccharide phase of the 3D models. All those differences at microscopic level, that can directly affect the bacterial response to decontamination treatments, were not captured by the macroscopic kinetics (growth dynamics), which were unaffected from changes in fat concentration. Our findings demonstrate the importance of developing structurally and biochemically complex 3D in vitro models (for closer proximity to industrial products), as well as the necessity of conducting multi-level microbial analyses, to better understand and predict the bacterial behaviour in relation to their biochemical and structural environment. Such studies in advanced 3D environments can assist a better/more accurate design of industrial antimicrobial processes, ultimately, improving food safety.
本研究旨在开发和表征新型复杂多相体外 3D 模型,以进行高级微生物研究。更具体地说,我们在以前开发的双相多糖(黄原胶)/蛋白质(乳清蛋白)3D 模型中添加了脂肪相(葵花籽油),浓度分别为 10%、20%、40%和 60%(v/v),以更好地模拟真实食品的结构和生化组成。新的三相 3D 模型的流变学、质构和物理化学分析以及高级显微镜成像(包括脂肪滴分布的空间映射)表明,它们与工业食品产品(尤其是奶酪产品)相似。此外,对食源性病原体(单核细胞增生李斯特菌、大肠杆菌、铜绿假单胞菌和乳酸乳球菌)在 3D 模型表面的生长实验表明,在菌落水平上,细胞的生长动态和分布存在非常有趣的结果。更具体地说,随着脂肪浓度的增加,在 3D 模型表面形成的菌落大小显著增加,尤其是在中、晚期指数生长阶段。此外,与脂肪接近的菌落明显比远离模型脂肪相的菌落大。就生长位置而言,大多数菌落位于 3D 模型的蛋白质/多糖相上。所有这些微观层面的差异,会直接影响细菌对消毒处理的反应,但不会被宏观动力学(生长动力学)所捕获,因为脂肪浓度的变化不会影响宏观动力学。我们的研究结果表明,开发结构和生化复杂的 3D 体外模型(更接近工业产品)非常重要,同时需要进行多层次的微生物分析,以更好地理解和预测细菌与生化和结构环境的关系。在先进的 3D 环境中进行此类研究,可以协助更好/更准确地设计工业抗菌处理过程,最终提高食品安全。