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遗传剖析氮诱导菠菜地上部和根生物量变化。

Genetic dissection of nitrogen induced changes in the shoot and root biomass of spinach.

机构信息

Texas A&M AgriLife Research and Extension Center, Uvalde, TX, 78801, USA.

Department of Horticultural Sciences, Texas A&M University, College Station, TX, 77843, USA.

出版信息

Sci Rep. 2022 Aug 12;12(1):13751. doi: 10.1038/s41598-022-18134-7.

Abstract

Efficient partitioning of above and below-ground biomass in response to nitrogen (N) is critical to the productivity of plants under sub-optimal conditions. It is particularly essential in vegetable crops like spinach with shallow root systems, a short growth cycle, and poor nitrogen use efficiency. In this study, we conducted a genome-wide association study (GWAS) to explore N-induced changes using spinach accessions with diverse genetic backgrounds. We evaluated phenotypic variations as percent changes in the shoot and root biomass in response to N using 201 spinach accessions grown in randomized complete blocks design in a soilless media under a controlled environment. A GWAS was performed for the percent changes in the shoot and root biomass in response to N in the 201 spinach accessions using 60,940 whole-genome resequencing generated SNPs. Three SNP markers, chr4_28292655, chr6_1531056, and chr6_37966006 on chromosomes 4 and 6, were significantly associated with %change in root weight, and two SNP markers, chr2_18480277 and chr4_47598760 on chromosomes 2 and 4, were significantly associated with % change shoot weight. The outcome of this study established a foundation for genetic studies needed to improve the partitioning of total biomass and provided a resource to identify molecular markers to enhance N uptake via marker-assisted selection or genomic selection in spinach breeding programs.

摘要

氮(N)高效分配地上和地下生物量对于植物在非最适条件下的生产力至关重要。对于根系较浅、生长周期短、氮利用效率差的蔬菜作物如菠菜来说,这一点尤为重要。在这项研究中,我们利用具有不同遗传背景的菠菜材料进行了全基因组关联研究(GWAS),以探讨氮诱导的变化。我们使用在无土介质中在受控环境下以随机完全区组设计种植的 201 个菠菜材料,通过评估地上和地下生物量对氮的响应的百分比变化来评估表型变异。使用在 201 个菠菜材料中生成的 60,940 个全基因组重测序 SNP 对氮响应的地上和地下生物量的百分比变化进行了 GWAS。在染色体 4 和 6 上的三个 SNP 标记 chr4_28292655、chr6_1531056 和 chr6_37966006 与根重的%变化显著相关,而在染色体 2 和 4 上的两个 SNP 标记 chr2_18480277 和 chr4_47598760 与地上部重量的%变化显著相关。这项研究的结果为改善总生物量分配所需的遗传研究奠定了基础,并提供了一个资源,以鉴定分子标记,通过标记辅助选择或基因组选择在菠菜育种计划中增强氮吸收。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6bb5/9374745/1e7dfdd3aefb/41598_2022_18134_Fig1_HTML.jpg

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