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油菜籽代谢和转录组自然变异研究鉴定了提高含油量的目标。

Metabolic and transcriptomic study of pennycress natural variation identifies targets for oil improvement.

机构信息

Department of Biological Sciences & BioDiscovery Institute, University of North Texas, Denton, Texas, USA.

Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan, USA.

出版信息

Plant Biotechnol J. 2023 Sep;21(9):1887-1903. doi: 10.1111/pbi.14101. Epub 2023 Jun 19.

Abstract

Pennycress (Thlaspi arvense L.), a member of the Brassicaceae family, produces seed oil high in erucic acid, suitable for biodiesel and aviation fuel. Although pennycress, a winter annual, could be grown as a dedicated bioenergy crop, an increase in its seed oil content is required to improve its economic competitiveness. The success of crop improvement relies upon finding the right combination of biomarkers and targets, and the best genetic engineering and/or breeding strategies. In this work, we combined biomass composition with metabolomic and transcriptomic studies of developing embryos from 22 pennycress natural variants to identify targets for oil improvement. The selected accession collection presented diverse levels of fatty acids at maturity ranging from 29% to 41%. Pearson correlation analyses, weighted gene co-expression network analysis and biomarker identifications were used as complementary approaches to detect associations between metabolite level or gene expression and oil content at maturity. The results indicated that improving seed oil content can lead to a concomitant increase in the proportion of erucic acid without affecting the weight of embryos. Processes, such as carbon partitioning towards the chloroplast, lipid metabolism, photosynthesis, and a tight control of nitrogen availability, were found to be key for oil improvement in pennycress. Besides identifying specific targets, our results also provide guidance regarding the best timing for their modification, early or middle maturation. Thus, this work lays out promising strategies, specific for pennycress, to accelerate the successful development of lines with increased seed oil content for biofuel applications.

摘要

黑芥(Thlaspi arvense L.)是十字花科的一员,其种子油富含芥酸,适合用于生物柴油和航空燃料。虽然黑芥是一种冬性一年生植物,可以作为专门的生物能源作物种植,但需要提高其种子油含量,以提高其经济竞争力。作物改良的成功依赖于找到合适的生物标志物和目标组合,以及最佳的基因工程和/或育种策略。在这项工作中,我们将生物量组成与 22 种黑芥天然变异体发育胚胎的代谢组学和转录组学研究相结合,以确定提高油分的目标。所选的访问集合在成熟时呈现出从 29%到 41%不等的脂肪酸的多样化水平。Pearson 相关分析、加权基因共表达网络分析和生物标志物鉴定被用作互补方法,以检测成熟时代谢物水平或基因表达与油含量之间的关联。结果表明,提高种子油含量可以在不影响胚胎重量的情况下,导致芥酸比例的同时增加。发现向叶绿体的碳分配、脂质代谢、光合作用以及氮素可用性的严格控制等过程对于黑芥的油分改良至关重要。除了确定特定的目标外,我们的研究结果还为早期或中期成熟时对其进行修饰的最佳时机提供了指导。因此,这项工作为加速开发具有更高生物柴油应用价值的种子油含量的品系提供了有前景的、针对黑芥的策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e874/11376869/2d2d37c31aa5/PBI-21-1887-g002.jpg

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