植物表型组学:未来作物表型工具背后的力量

IF 3.9 3区 生物学 Q1 PLANT SCIENCES
Pooja Kumari, Ashish Bhatt, Vijay Kamal Meena, Sneha Adhikari, Narain Dhar, Hitesh Chawda, Subhash Chand, Pushpesh Joshi, Vikas Mangal, Salej Sood
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引用次数: 0

摘要

获取大规模表型数据是将表型和基因型数据联系起来以做出准确育种决策的主要瓶颈。为了加速下一代育种和更可持续的作物生产,全球开发了高通量表型平台。表型组学涉及大规模收集生物表型的非破坏性、广泛、可靠、稳健和多维数据。表型组学的成功离不开不同的成像相机和技术,如可见光成像、红外传感、荧光成像、三维成像、多光谱和高光谱成像等。通过利用先进的表型平台和技术,可以收集大量有关植物生长发育各方面以及对环境胁迫反应的数据。表型组学方法以最大限度地提高植物的表型表达和分化能力为基础,效率更高。全球已开发出不同的 HTP 工具和平台,通过弥合基因型和表型之间的差距,帮助实现育种计划的真正潜力,并提高选择效率,最大限度地提高遗传增益。这篇综述文章讨论了各种平台及其在精准表型分析中的应用,以加速遗传改良,并就如何优化选择和利用 HTP 提出了见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Plant Phenomics: The Force Behind Tomorrow’s Crop Phenotyping Tools

Plant Phenomics: The Force Behind Tomorrow’s Crop Phenotyping Tools

Acquisition of large-scale phenotyping data are the major bottleneck in associating phenotypic and genotypic data for accurate breeding decisions. High-throughput phenotyping platforms have been developed globally to hasten the next-generation breeding and more sustainable crop production. Phenomics involves collecting non-destructive, extensive, reliable, robust and multi-dimensional data on an organism's phenotype on a large-scale. The success of phenomics is driven by different imaging cameras and techniques like visible light imaging, infrared sensing, fluorescence imaging, 3D imaging, multi and hyperspectral imaging, etc. By utilizing advanced phenotyping platforms and technologies, it is possible to collect vast amounts of data on various aspects of plant growth and development, along with the response to environmental stresses. The phenomics approaches are more efficient based on maximising a plant’s phenotypic expression and differentiation. Throughout the globe, different HTP tools and platforms have been developed to help realize the true potential of breeding programs by bridging the gap between genotype and phenotype, and enhancing the efficiency of selection for maximizing the genetic gain. This review article discusses various platforms and their use in precision phenotyping to accelerate genetic improvement and provides insights into the optimal selection and utilization of HTPs.

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来源期刊
CiteScore
8.40
自引率
6.20%
发文量
312
审稿时长
1.8 months
期刊介绍: The Journal of Plant Growth Regulation is an international publication featuring original articles on all aspects of plant growth and development. We welcome manuscripts reporting question-based research on various aspects of plant growth and development using hormonal, physiological, environmental, genetic, biophysical, developmental and/or molecular approaches. The journal also publishes timely reviews on highly relevant areas and/or studies in plant growth and development, including interdisciplinary work with an emphasis on plant growth, plant hormones and plant pathology or abiotic stress. In addition, the journal features occasional thematic issues with special guest editors, as well as brief communications describing novel techniques and meeting reports. The journal is unlikely to accept manuscripts that are purely descriptive in nature or reports work with simple tissue culture without attempting to investigate the underlying mechanisms of plant growth regulation, those that focus exclusively on microbial communities, or deal with the (elicitation by plant hormones of) synthesis of secondary metabolites.
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