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异养膜曝气生物膜中生物膜密度的独特分层:一项实验与建模研究。

Unique stratification of biofilm density in heterotrophic membrane-aerated biofilms: An experimental and modeling study.

作者信息

Li Mengfei, Perez-Calleja Patricia, Kim Bumkyu, Picioreanu Cristian, Nerenberg Robert

机构信息

University of Notre Dame, Department of Civil and Environmental Engineering and Earth Sciences, 156 Fitzpatrick Hall, Notre Dame, IN, 46556, USA; Jacobs Engineering Group, Bingham Farms, MI, 48025, USA.

University of Notre Dame, Department of Civil and Environmental Engineering and Earth Sciences, 156 Fitzpatrick Hall, Notre Dame, IN, 46556, USA.

出版信息

Chemosphere. 2023 Jun;327:138501. doi: 10.1016/j.chemosphere.2023.138501. Epub 2023 Mar 22.

Abstract

We consistently find a band of high cell density develop within heterotrophic membrane-aerated biofilms. This study reports and attempts to explain this unique behavior. Biofilm density affects volumetric reaction rates, biofilm growth rates, substrate diffusion, and mechanical behavior. Yet the mechanisms and dynamics of biofilm density development are poorly understood. In this study, a membrane-aerated biofilm, where O was supplied from the base of the biofilm and acetate from the bulk liquid, was used to explore spatial and temporal patterns of density development. Biofilm density was assessed by optical coherence tomography. After inoculation, the biofilm quickly increased in thickness, with a low density throughout. However, as the biofilm reached a stable thickness of around 1000 μm, a high-density layer developed in the biofilm interior. The layer slowly expanded over time. Oxygen microprofiles in the biofilm showed this layer coincided with the most metabolically active zone, resulting from counter-diffusing O and acetate. The formation of this dense layer appeared to be related to changes in growth rates. Initially, high growth rates throughout the biofilm presumably led to fast-growing, low-density biofilms. As the biofilm became thicker, and as substrates became limiting in the biofilm interior, growth rates decreased, resulting in new growth at a higher density. A 1-D mathematical model with variable biofilm density was developed by linking the rates of extracellular polymeric substances (EPS) production to the growth rate. The model captured the initial fast growth at a low density, followed by a slower, substrate-limited growth in the biofilm interior, producing a dense band within the biofilm. Together, these results suggest that low growth rates can lead to high-density zones within the interior of counter-diffusional biofilms. These findings should also be relevant to conventional, co-diffusional biofilms, although differences in density may be less obvious.

摘要

我们一直发现,在异养膜曝气生物膜中会形成一层高细胞密度区域。本研究报告并试图解释这种独特行为。生物膜密度会影响体积反应速率、生物膜生长速率、底物扩散和力学行为。然而,人们对生物膜密度发展的机制和动态了解甚少。在本研究中,使用一种膜曝气生物膜,其中氧气从生物膜底部供应,乙酸盐从主体液体供应,以探索密度发展的时空模式。通过光学相干断层扫描评估生物膜密度。接种后,生物膜厚度迅速增加,整体密度较低。然而,当生物膜达到约1000μm的稳定厚度时,在生物膜内部形成了一个高密度层。该层随时间缓慢扩展。生物膜中的氧微分布表明,该层与代谢最活跃的区域重合,这是由氧气和乙酸盐的反向扩散导致的。这个致密层的形成似乎与生长速率的变化有关。最初,整个生物膜的高生长速率可能导致生长迅速、密度较低的生物膜。随着生物膜变厚,以及生物膜内部的底物变得有限,生长速率下降,导致以更高密度出现新的生长。通过将胞外聚合物(EPS)的产生速率与生长速率联系起来,建立了一个具有可变生物膜密度的一维数学模型。该模型捕捉到了最初低密度下的快速生长,随后是生物膜内部较慢的、受底物限制的生长,在生物膜内产生了一个致密带。总之,这些结果表明,低生长速率会导致反向扩散生物膜内部出现高密度区域。这些发现对于传统的同向扩散生物膜也应该是相关的,尽管密度差异可能不太明显。

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