Vidal-Diez de Ulzurrun G, Baetens J M, Van den Bulcke J, De Baets B
KERMIT, Department of Mathematical Modelling, Statistics and Bioinformatics, Ghent University, Coupure links 653, 9000 Gent, Belgium.
Laboratory of Wood Technology, Department of Forest and Water Management, Ghent University, Coupure links 653, 9000 Gent, Belgium.
J Theor Biol. 2017 Feb 7;414:35-49. doi: 10.1016/j.jtbi.2016.11.020. Epub 2016 Nov 24.
Most fungi grow by developing complex networks that enable the translocation of nutrients over large distances. Spatially explicit mathematical models are able to capture both the complexity of the fungal network and the biomass evolution, as such providing a powerful alternative to classical modelling paradigms. Unfortunately, most of these models restrict growth to two dimensions or confine it to a lattice, thereby resulting in unrealistic representations of fungal networks. In addition, interactions between fungi and their environment are often neglected. In response, this work presents a lattice-free three-dimensional fungal growth model that accounts for the interactions between the in silico fungus and different substrates and media. A sensitivity analysis was carried out to identify the key model parameters for future calibration. Finally, a scenario analysis covering a variety of growth conditions was conducted to illustrate the broad scope of the model and its ability to replicate in situ growth scenarios.
大多数真菌通过形成复杂网络来生长,这些网络能够实现营养物质在远距离的转运。空间明确的数学模型能够捕捉真菌网络的复杂性以及生物量的演变,从而为经典建模范式提供了一种强大的替代方法。不幸的是,这些模型大多将生长限制在二维或局限于晶格,从而导致对真菌网络的不切实际表示。此外,真菌与其环境之间的相互作用常常被忽视。作为回应,这项工作提出了一种无晶格的三维真菌生长模型,该模型考虑了计算机模拟真菌与不同底物和培养基之间的相互作用。进行了敏感性分析以确定未来校准的关键模型参数。最后,进行了涵盖各种生长条件的情景分析,以说明该模型的广泛范围及其复制原位生长情景的能力。