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谷物黄度是全球高粱群体类胡萝卜素含量的有效预测指标。

Grain yellowness is an effective predictor of carotenoid content in global sorghum populations.

机构信息

Department of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO, 80523, USA.

Center for Grain and Animal Health Research, USDA-ARS, 1515 College Ave, Manhattan, KS, 66502, USA.

出版信息

Sci Rep. 2024 Oct 24;14(1):25132. doi: 10.1038/s41598-024-75451-9.

Abstract

Identification of high carotenoid germplasm is crucial to assist breeders in provitamin-A biofortification of sorghum (Sorghum bicolor [L.] Moench). High-performance liquid chromatography is the gold standard for carotenoid quantification, however, it is not feasible for large scale phenotyping due to its high cost and low throughput. In this study, we tested the feasibility of using grain color as a high-throughput method of carotenoid biofortification breeding. We hypothesized that visual, color-based selection can be an effective strategy to identify high-carotenoid accessions. Yellow grain had significantly higher carotenoid content than red, brown, and white grain. The degree of yellowness could distinguish the presence or absence of carotenoids, but could not distinguish carotenoid concentrations within yellow-only accessions. The degree of luminosity of the grain, however, was able to better predict carotenoid concentrations within yellow-only accessions. Genome-wide association studies identified significant marker-trait associations for qualitative and quantitative grain color traits and carotenoid concentrations near carotenoid pathway genes-ZEP, PDS, CYP97A, NCED, CCD, and LycE-three of which were common between grain color and carotenoid traits. These findings suggest that using grain color as a method for screening germplasm may be an effective high-throughput selection tool for prebreeding and early-stage breeding in carotenoid biofortification.

摘要

鉴定富含类胡萝卜素的种质对于帮助培育者实现高粱(Sorghum bicolor [L.] Moench)的维生素 A 生物强化至关重要。高效液相色谱法是类胡萝卜素定量的金标准,但由于成本高、通量低,不适用于大规模表型分析。在本研究中,我们测试了利用粒色作为高通量类胡萝卜素生物强化育种方法的可行性。我们假设基于视觉的颜色选择可以成为鉴定富含类胡萝卜素材料的有效策略。黄色粒具有明显更高的类胡萝卜素含量,而红色、棕色和白色粒则较低。粒色的黄度可以区分是否存在类胡萝卜素,但无法区分黄色粒中的类胡萝卜素浓度。然而,粒的亮度可以更好地预测黄色粒中的类胡萝卜素浓度。全基因组关联研究鉴定了与定性和定量粒色性状以及类胡萝卜素途径基因-ZEP、PDS、CYP97A、NCED、CCD 和 LycE 附近的类胡萝卜素浓度相关的显著标记-性状关联,其中三个关联在粒色和类胡萝卜素性状之间是共同的。这些发现表明,利用粒色作为筛选种质的方法可能是类胡萝卜素生物强化预育种和早期育种的一种有效高通量选择工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b959/11502841/89bb04250649/41598_2024_75451_Fig1_HTML.jpg

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