光养混合种亚气态生物膜昼夜活动和长期存活的数学模型

IF 2 4区 数学 Q2 BIOLOGY Bulletin of Mathematical Biology Pub Date : 2024-08-28 DOI:10.1007/s11538-024-01348-3
A Tenore, F Russo, J Jacob, J D Grattepanche, B Buttaro, I Klapper
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摘要

大气下生物膜(SAB)是生活在陆地表面的复杂微生物群落,在文化遗产保护、微生物生态学、生物地球化学循环和生物技术等多个领域都具有重要意义。在此,我们提出了一个数学模型,旨在更好地理解蓝藻和异养菌(SAB 的常见微生物成分)之间的相互作用,以及它们与当地环境条件的相互依存关系。SAB 被模拟为坐落在石头上的薄薄的生物膜-液态水混合层。一个常微分方程系统调节着 SAB 主要成分的动态变化:蓝藻、异养生物、多糖和腐烂生物量,以及细胞中的有机碳、氮和能量水平。这些成分通过能量占主导地位的新陈代谢途径网络相互连接,模型中的限制条件反映了生物和非生物因素的影响。温度、湿度和光照强度的日圆柱体被视为输入模型变量,通过影响水分供应和代谢动力学来调节微生物活动。包括 pH 值调节在内的相关物理化学过程进一步促进了对 SAB 生态学的描述。数值模拟探索了现实世界中 SAB 的动态,揭示了由水的活动和光的可用性以及较长的时间尺度生存条件所形成的独特的日活动期。结果还表明,异养生物可在分解非挥发性碳化合物和调节 pH 值方面发挥重要作用,从而影响生物膜的整体组成和稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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A Mathematical Model of Diel Activity and Long Time Survival in Phototrophic Mixed-Species Subaerial Biofilms.

Subaerial biofilms (SAB) are intricate microbial communities living on terrestrial surfaces, of interest in a variety of contexts including cultural heritage preservation, microbial ecology, biogeochemical cycling, and biotechnology. Here we propose a mathematical model aimed at better understanding the interplay between cyanobacteria and heterotrophic bacteria, common microbial SAB constituents, and their mutual dependence on local environmental conditions. SABs are modeled as thin mixed biofilm-liquid water layers sitting on stone. A system of ordinary differential equations regulates the dynamics of key SAB components: cyanobacteria, heterotrophs, polysaccharides and decayed biomass, as well as cellular levels of organic carbon, nitrogen and energy. These components are interconnected through a network of energetically dominant metabolic pathways, modeled with limitation terms reflecting the impact of biotic and abiotic factors. Daily cylces of temperature, humidity, and light intensity are considered as input model variables that regulate microbial activity by influencing water availability and metabolic kinetics. Relevant physico-chemical processes, including pH regulation, further contribute to a description of the SAB ecology. Numerical simulations explore the dynamics of SABs in a real-world context, revealing distinct daily activity periods shaped by water activity and light availability, as well as longer time scale survivability conditions. Results also suggest that heterotrophs could play a substantial role in decomposing non-volatile carbon compounds and regulating pH, thus influencing the overall composition and stability of the biofilm.

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来源期刊
CiteScore
3.90
自引率
8.60%
发文量
123
审稿时长
7.5 months
期刊介绍: The Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology, disseminates original research findings and other information relevant to the interface of biology and the mathematical sciences. Contributions should have relevance to both fields. In order to accommodate the broad scope of new developments, the journal accepts a variety of contributions, including: Original research articles focused on new biological insights gained with the help of tools from the mathematical sciences or new mathematical tools and methods with demonstrated applicability to biological investigations Research in mathematical biology education Reviews Commentaries Perspectives, and contributions that discuss issues important to the profession All contributions are peer-reviewed.
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