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微生物群落建模:利用菌群实现生物技术应用

Modelling microbial communities: Harnessing consortia for biotechnological applications.

作者信息

Ibrahim Maziya, Raajaraam Lavanya, Raman Karthik

机构信息

Bhupat and Jyoti Mehta School of Biosciences, Department of Biotechnology, Indian Institute of Technology (IIT) Madras, Chennai 600 036, India.

Centre for Integrative Biology and Systems Medicine (IBSE), IIT Madras, Chennai 600 036, India.

出版信息

Comput Struct Biotechnol J. 2021 Jul 3;19:3892-3907. doi: 10.1016/j.csbj.2021.06.048. eCollection 2021.

Abstract

Microbes propagate and thrive in complex communities, and there are many benefits to studying and engineering microbial communities instead of single strains. Microbial communities are being increasingly leveraged in biotechnological applications, as they present significant advantages such as the division of labour and improved substrate utilisation. Nevertheless, they also present some interesting challenges to surmount for the design of efficient biotechnological processes. In this review, we discuss key principles of microbial interactions, followed by a deep dive into genome-scale metabolic models, focussing on a vast repertoire of constraint-based modelling methods that enable us to characterise and understand the metabolic capabilities of microbial communities. Complementary approaches to model microbial communities, such as those based on graph theory, are also briefly discussed. Taken together, these methods provide rich insights into the interactions between microbes and how they influence microbial community productivity. We finally overview approaches that allow us to generate and test numerous synthetic community compositions, followed by tools and methodologies that can predict effective genetic interventions to further improve the productivity of communities. With impending advancements in high-throughput omics of microbial communities, the stage is set for the rapid expansion of microbial community engineering, with a significant impact on biotechnological processes.

摘要

微生物在复杂群落中繁殖和生长,研究和改造微生物群落而非单一菌株有诸多益处。微生物群落在生物技术应用中越来越受到重视,因为它们具有分工和提高底物利用率等显著优势。然而,在设计高效生物技术过程时,它们也带来了一些有趣的挑战需要克服。在本综述中,我们讨论了微生物相互作用的关键原理,接着深入探讨基因组规模的代谢模型,重点关注大量基于约束的建模方法,这些方法使我们能够表征和理解微生物群落的代谢能力。还简要讨论了用于模拟微生物群落的补充方法,如基于图论的方法。综合起来,这些方法为微生物之间的相互作用以及它们如何影响微生物群落生产力提供了丰富的见解。我们最后概述了能够生成和测试众多合成群落组成的方法,以及可以预测有效基因干预以进一步提高群落生产力的工具和方法。随着微生物群落高通量组学技术的不断进步,微生物群落工程即将迅速发展,这将对生物技术过程产生重大影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/09bf/8441623/a8be35621990/ga1.jpg

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