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玉米籽粒颜色的全基因组关联研究和途径水平分析。

Genome-Wide Association Study and Pathway-Level Analysis of Kernel Color in Maize.

机构信息

Department of Agronomy, Purdue University, West Lafayette, Indiana 47907, and

Department of Agronomy, Purdue University, West Lafayette, Indiana 47907, and.

出版信息

G3 (Bethesda). 2019 Jun 5;9(6):1945-1955. doi: 10.1534/g3.119.400040.

Abstract

Rapid development and adoption of biofortified, provitamin A-dense orange maize ( L.) varieties could be facilitated by a greater understanding of the natural variation underlying kernel color, including as it relates to carotenoid biosynthesis and retention in maize grain. Greater abundance of carotenoids in maize kernels is generally accompanied by deeper orange color, useful for distinguishing provitamin A-dense varieties to consumers. While kernel color can be scored and selected with high-throughput, low-cost phenotypic methods within breeding selection programs, it remains to be well established as to what would be the logical genetic loci to target for selection for kernel color. We conducted a genome-wide association study of maize kernel color, as determined by colorimetry, in 1,651 yellow and orange inbreds from the Ames maize inbred panel. Associations were found with , encoding the first committed step in carotenoid biosynthesis, and with , which encodes the enzyme responsible for the first committed step in the biosynthesis of the isoprenoid precursors of carotenoids. These genes logically could contribute to overall carotenoid abundance and thus kernel color. The and genes, which can affect carotenoid composition, were also found to be associated with colorimeter values. A pathway-level analysis, focused on genes with evidence of involvement in carotenoid biosynthesis and retention, revealed associations for and , involved in isoprenoid biosynthesis; and , within the core carotenoid pathway; and , involved in cleavage of carotenoids. Collectively, these identified genes appear relevant to the accumulation of kernel color.

摘要

快速开发和采用富含维生素 A 的生物强化橙色玉米(L.)品种,可以通过深入了解玉米籽粒颜色的自然变异来实现,包括与类胡萝卜素生物合成和保留有关的变异。玉米籽粒中类胡萝卜素含量越高,颜色通常越深橙色,这对于消费者区分富含维生素 A 的品种很有用。虽然可以使用高通量、低成本的表型方法在育种选择计划中对籽粒颜色进行评分和选择,但仍需要明确哪些逻辑遗传基因座是选择籽粒颜色的合理目标。我们对来自 Ames 玉米自交系群体的 1651 个黄色和橙色自交系进行了玉米籽粒颜色的全基因组关联研究,该颜色由比色法确定。我们发现与编码类胡萝卜素生物合成第一步的基因和编码负责类胡萝卜素异戊烯前体生物合成第一步的酶的基因有关。这些基因逻辑上可以影响类胡萝卜素的含量,从而影响籽粒的颜色。与类胡萝卜素组成有关的和基因也与比色计值有关。对涉及类胡萝卜素生物合成和保留的基因进行途径水平分析,揭示了与异戊烯生物合成相关的基因和的关联;与核心类胡萝卜素途径相关的基因和;与类胡萝卜素裂解相关的基因。总的来说,这些鉴定的基因似乎与籽粒颜色的积累有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fbe6/6553525/353cb5919a61/1945f1.jpg

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