期刊
ISCIENCE
卷 24, 期 8, 页码 -出版社
CELL PRESS
DOI: 10.1016/j.isci.2021.102846
关键词
-
资金
- joined Chinese-Israeli grant (NSFC-ISF joint grant) [31861143044, 2436/18]
- National Natural Science Foundation of China [31772299]
- Key Research Program of Zhejiang Province [2021C02041]
- Israel Science Foundations [878/16]
Recent years have seen the emergence of high-throughput phenotyping techniques for studying plant physiological traits in response to environmental changes, yet a general framework linking these traits to DNA variants is still lacking. Researchers have developed a framework that integrates functional physiological phenotyping with functional mapping to understand how genotype translates into phenotype. This framework was demonstrated in a study using a tomato introgression line population to identify quantitative trait loci and explore how these loci control phenotypic plasticity under drought stress.
The recent years have witnessed the emergence of high-throughput phenotyping techniques. In particular, these techniques can characterize a comprehensive landscape of physiological traits of plants responding to dynamic changes in the environment. These innovations, along with the next-generation genomic technologies, have brought plant science into the big-data era. However, a general framework that links multifaceted physiological traits to DNA variants is still lacking. Here, we developed a general framework that integrates functional physiological phenotyping (FPP) with functional mapping (FM). This integration, implemented with high-dimensional statistical reasoning, can aid in our understanding of how genotype is translated toward phenotype. As a demonstration of method, we implemented the transpiration and soil-plant-atmosphere measurements of a tomato introgression line population into the FPP-FM framework, facilitating the identification of quantitative trait loci (QTLs) that mediate the spatiotemporal change of transpiration rate and the test of how these QTLs control, through their interaction networks, phenotypic plasticity under drought stress.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据