在农业中应用微生物组的潜力和挑战
Charles Copeland1, Paul Schulze-Lefert1,2, Ka-Wai Ma3
1Department of Plant Microbe Interactions, Max Planck Institute for Plant Breeding Research, Cologne 50829, Germany.
The Plant cell
|July 28, 2025
概括
利用植物微生物组为农业带来了显著的好处,增强了生长,营养和抗压能力. 了解复杂的相互作用和应用多态学和机器学习是工程微生物组的关键,以实现可持续的作物表现.
科学领域:
- 植物科学 植物科学
- 微生物学 微生物学
- 农业科学 农业科学
背景情况:
- 植物微生物组研究传统上使用描述性调查和简化实验室实验.
- 减少主义方法可能错过了对于自然植物微生物群相互作用至关重要的新兴社区特性.
- 将基础研究与应用联系起来,需要考虑生态原则和功能关联.
研究的目的:
- 审查植物微生物组对植物健康和生产力的有益潜力.
- 讨论合理设计微生物注射剂的挑战和考虑.
- 探索微生物组工程的多组学和机器学习的整合.
主要方法:
- 审查关于植物微生物群相互作用的现有文献.
- 讨论治理微生物群落的生态原则.
- 综合多原子数据 (基因组学,转录组学,代谢组学) 和机器学习进行预测.
主要成果:
- 植物微生物组可以增强生长,营养,耐压力和病原体保护.
- 微生物入侵,持久性,权衡和社区不稳定性是微生物组设计的关键因素.
- 多omics和机器学习可以识别有益的菌株并预测相互作用.
结论:
- 基于微生物组的战略显示出改善农业和可持续作物表现的前景.
- 跨学科的方法对于理解微生物组的功能和组装至关重要.
- 植物微生物组的基于知识的工程对于未来的农业进步至关重要.
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