Suppr超能文献

功能-结构植物模型在推动作物科学发展中的使命:机遇与前景

Functional-Structural Plant Models Mission in Advancing Crop Science: Opportunities and Prospects.

作者信息

Soualiou Soualihou, Wang Zhiwei, Sun Weiwei, de Reffye Philippe, Collins Brian, Louarn Gaëtan, Song Youhong

机构信息

School of Agronomy, Anhui Agricultural University, Hefei, China.

The French Agricultural Research and International Cooperation Organization, Montpellier, France.

出版信息

Front Plant Sci. 2021 Dec 23;12:747142. doi: 10.3389/fpls.2021.747142. eCollection 2021.

Abstract

Functional-structural plant models (FSPMs) have been evolving for over 2 decades and their future development, to some extent, depends on the value of potential applications in crop science. To date, stabilizing crop production by identifying valuable traits for novel cultivars adapted to adverse environments is topical in crop science. Thus, this study will examine how FSPMs are able to address new challenges in crop science for sustainable crop production. FSPMs developed to simulate organogenesis, morphogenesis, and physiological activities under various environments and are amenable to downscale to the tissue, cellular, and molecular level or upscale to the whole plant and ecological level. In a modeling framework with independent and interactive modules, advanced algorithms provide morphophysiological details at various scales. FSPMs are shown to be able to: (i) provide crop ideotypes efficiently for optimizing the resource distribution and use for greater productivity and less disease risk, (ii) guide molecular design breeding via linking molecular basis to plant phenotypes as well as enrich crop models with an additional architectural dimension to assist breeding, and (iii) interact with plant phenotyping for molecular breeding in embracing three-dimensional (3D) architectural traits. This study illustrates that FSPMs have great prospects in speeding up precision breeding for specific environments due to the capacity for guiding and integrating ideotypes, phenotyping, molecular design, and linking molecular basis to target phenotypes. Consequently, the promising great applications of FSPMs in crop science will, in turn, accelerate their evolution and .

摘要

功能-结构植物模型(FSPMs)已经发展了20多年,其未来发展在一定程度上取决于在作物科学中的潜在应用价值。迄今为止,通过识别适应逆境环境的新型品种的有价值性状来稳定作物生产是作物科学中的热门话题。因此,本研究将探讨FSPMs如何能够应对作物科学中可持续作物生产的新挑战。FSPMs旨在模拟各种环境下的器官发生、形态发生和生理活动,并且能够向下扩展到组织、细胞和分子水平,或者向上扩展到整个植物和生态水平。在一个具有独立和交互式模块的建模框架中,先进的算法能够在各种尺度上提供形态生理细节。研究表明,FSPMs能够:(i)高效提供作物理想型,以优化资源分配和利用,从而提高生产力并降低病害风险;(ii)通过将分子基础与植物表型联系起来指导分子设计育种,并通过增加一个额外的结构维度丰富作物模型以辅助育种;(iii)与植物表型分析相互作用,用于包含三维(3D)结构性状的分子育种。本研究表明,由于FSPMs具有指导和整合理想型、表型分析、分子设计以及将分子基础与目标表型联系起来的能力,因此在加速针对特定环境的精准育种方面具有广阔前景。因此,FSPMs在作物科学中极具潜力的应用反过来将加速它们的发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b8be/8733959/948f1dd019ae/fpls-12-747142-g0001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验