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迈向理解地衣共生的系统生物学方法:实施网络建模的机遇与挑战

Towards a Systems Biology Approach to Understanding the Lichen Symbiosis: Opportunities and Challenges of Implementing Network Modelling.

作者信息

Nazem-Bokaee Hadi, Hom Erik F Y, Warden Andrew C, Mathews Sarah, Gueidan Cécile

机构信息

CSIRO Australian National Herbarium, Centre for Australian National Biodiversity Research, National Research Collections Australia, NCMI, Canberra, ACT, Australia.

CSIRO Land and Water, Canberra, ACT, Australia.

出版信息

Front Microbiol. 2021 May 3;12:667864. doi: 10.3389/fmicb.2021.667864. eCollection 2021.

Abstract

Lichen associations, a classic model for successful and sustainable interactions between micro-organisms, have been studied for many years. However, there are significant gaps in our understanding about how the lichen symbiosis operates at the molecular level. This review addresses opportunities for expanding current knowledge on signalling and metabolic interplays in the lichen symbiosis using the tools and approaches of systems biology, particularly network modelling. The largely unexplored nature of symbiont recognition and metabolic interdependency in lichens could benefit from applying a holistic approach to understand underlying molecular mechanisms and processes. Together with 'omics' approaches, the application of signalling and metabolic network modelling could provide predictive means to gain insights into lichen signalling and metabolic pathways. First, we review the major signalling and recognition modalities in the lichen symbioses studied to date, and then describe how modelling signalling networks could enhance our understanding of symbiont recognition, particularly leveraging omics techniques. Next, we highlight the current state of knowledge on lichen metabolism. We also discuss metabolic network modelling as a tool to simulate flux distribution in lichen metabolic pathways and to analyse the co-dependence between symbionts. This is especially important given the growing number of lichen genomes now available and improved computational tools for reconstructing such models. We highlight the benefits and possible bottlenecks for implementing different types of network models as applied to the study of lichens.

摘要

地衣共生关系作为微生物间成功且可持续相互作用的经典模型,已被研究多年。然而,我们对于地衣共生在分子水平上如何运作的理解仍存在重大差距。本综述探讨了利用系统生物学的工具和方法,特别是网络建模,来扩展当前关于地衣共生中信号传导和代谢相互作用知识的机会。地衣中共生体识别和代谢相互依存关系在很大程度上尚未被探索,采用整体方法来理解其潜在的分子机制和过程可能会有所助益。与“组学”方法一起,信号传导和代谢网络建模的应用可以提供预测手段,以深入了解地衣的信号传导和代谢途径。首先,我们回顾了迄今为止在地衣共生中研究的主要信号传导和识别方式,然后描述了建模信号网络如何能够增强我们对共生体识别的理解,特别是利用组学技术。接下来,我们强调了地衣代谢的当前知识状态。我们还讨论了代谢网络建模作为一种工具,用于模拟地衣代谢途径中的通量分布,并分析共生体之间的相互依存关系。鉴于现在可用的地衣基因组数量不断增加以及用于重建此类模型的计算工具得到改进,这一点尤为重要。我们强调了应用不同类型的网络模型来研究地衣的益处和可能存在的瓶颈。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bed9/8126723/1e5e9c4437c2/fmicb-12-667864-g001.jpg

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