Stability of density-dependent model with indirect feedback and biomass inhibition.

IF 1.3 4区 生物学 Q3 BIOLOGY
Theory in Biosciences Pub Date : 2025-06-01 Epub Date: 2025-06-05 DOI:10.1007/s12064-025-00440-z
Nabil Ben Ali, Nahla Abdellatif
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引用次数: 0

Abstract

In this study, we conduct a mathematical and numerical investigation of a density-dependent model for the anaerobic digestion process, described by a system of four nonlinear ordinary differential equations, featuring an indirect feedback loop. Our analysis focuses on the acetogenesis and hydrogenotrophic methanogenesis phases. The model incorporates two microbial populations, acetogenic bacteria and hydrogenotrophic methanogens, and two substrates, volatile fatty acids (VFA) and hydrogen, with a specific emphasis on the inhibition of acetogen growth by methanogens. Using a broad class of nonmonotonic growth functions, we establish the necessary and sufficient conditions for the existence and stability of the system's steady states through rigorous mathematical analysis. Operating diagrams are constructed as functions of inlet substrate concentrations and the dilution rate. Numerical simulations further reveal the range of dynamic behaviors, highlighting the impact of methanogen-induced inhibition on acetogen dynamics. Contrary to the findings of Di and Yang in (JRSI 16:20180859, 2019), we demonstrate that when inhibition is sufficiently strong and VFA concentrations are high, the microbial community exhibits damped oscillations that converge to a positive steady state. These results illustrate the system's ability to stabilize at a coexistence equilibrium, even under the influence of an indirect feedback loop.

具有间接反馈和生物量抑制的密度依赖模型的稳定性。
在这项研究中,我们对厌氧消化过程的密度依赖模型进行了数学和数值研究,该模型由四个非线性常微分方程系统描述,具有间接反馈回路。我们的分析主要集中在丙酮生成和氢营养化甲烷生成阶段。该模型采用产乙菌和产氢甲烷菌两个微生物种群,以及挥发性脂肪酸(VFA)和氢气两种底物,重点研究产甲烷菌对产乙菌生长的抑制作用。利用一类广义的非单调生长函数,通过严密的数学分析,建立了系统稳态存在和稳定的充分必要条件。操作图被构造为入口底物浓度和稀释率的函数。数值模拟进一步揭示了动力学行为的范围,突出了甲烷诱导的抑制对二氧化碳动力学的影响。与Di和Yang在(JRSI 16:20180859, 2019)中的发现相反,我们证明了当抑制足够强且VFA浓度很高时,微生物群落表现出收敛于正稳态的阻尼振荡。这些结果表明,即使在间接反馈回路的影响下,系统也能稳定在共存平衡状态。
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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来源期刊
Theory in Biosciences
Theory in Biosciences 生物-生物学
CiteScore
2.70
自引率
9.10%
发文量
21
审稿时长
3 months
期刊介绍: Theory in Biosciences focuses on new concepts in theoretical biology. It also includes analytical and modelling approaches as well as philosophical and historical issues. Central topics are: Artificial Life; Bioinformatics with a focus on novel methods, phenomena, and interpretations; Bioinspired Modeling; Complexity, Robustness, and Resilience; Embodied Cognition; Evolutionary Biology; Evo-Devo; Game Theoretic Modeling; Genetics; History of Biology; Language Evolution; Mathematical Biology; Origin of Life; Philosophy of Biology; Population Biology; Systems Biology; Theoretical Ecology; Theoretical Molecular Biology; Theoretical Neuroscience & Cognition.
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