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全基因组关联分析揭示了玉米中类胡萝卜素生物强化的新靶点。

Genome-wide association analysis reveals new targets for carotenoid biofortification in maize.

作者信息

Suwarno Willy B, Pixley Kevin V, Palacios-Rojas Natalia, Kaeppler Shawn M, Babu Raman

机构信息

Department of Agronomy and Horticulture, Faculty of Agriculture, Bogor Agricultural University, Jl. Meranti Kampus IPB Dramaga, Bogor, 16680, Indonesia.

出版信息

Theor Appl Genet. 2015 May;128(5):851-64. doi: 10.1007/s00122-015-2475-3. Epub 2015 Feb 18.

Abstract

Genome-wide association analysis in CIMMYT's association panel revealed new favorable native genomic variations in/nearby important genes such as hydroxylases and CCD1 that have potential for carotenoid biofortification in maize. Genome-wide association studies (GWAS) have been used extensively to identify allelic variation for genes controlling important agronomic and nutritional traits in plants. Provitamin A (proVA) enhancing alleles of lycopene epsilon cyclase (LCYE) and β-carotene hydroxylase 1 (CRTRB1), previously identified through candidate-gene based GWAS, are currently used in CIMMYT's maize breeding program. The objective of this study was to identify genes or genomic regions controlling variation for carotenoid concentrations in grain for CIMMYT's carotenoid association mapping panel of 380 inbred maize lines, using high-density genome-wide platforms with ~476,000 SNP markers. Population structure effects were minimized by adjustments using principal components and kinship matrix with mixed models. Genome-wide linkage disequilibrium (LD) analysis indicated faster LD decay (3.9 kb; r (2) = 0.1) than commonly reported for temperate germplasm, and therefore the possibility of achieving higher mapping resolution with our mostly tropical diversity panel. GWAS for various carotenoids identified CRTRB1, LCYE and other key genes or genomic regions that govern rate-critical steps in the upstream pathway, such as DXS1, GGPS1, and GGPS2 that are known to play important roles in the accumulation of precursor isoprenoids as well as downstream genes HYD5, CCD1, and ZEP1, which are involved in hydroxylation and carotenoid degradation. SNPs at or near all of these regions were identified and may be useful target regions for carotenoid biofortification breeding efforts in maize; for example a genomic region on chromosome 2 explained ~16% of the phenotypic variance for β-carotene independently of CRTRB1, and a variant of CCD1 that resulted in reduced β-cryptoxanthin degradation was found in lines that have previously been observed to have low proVA degradation rates.

摘要

国际玉米小麦改良中心(CIMMYT)关联群体的全基因组关联分析揭示了重要基因(如羟化酶和CCD1)内部或附近新的有利本地基因组变异,这些变异在玉米类胡萝卜素生物强化方面具有潜力。全基因组关联研究(GWAS)已被广泛用于识别控制植物重要农艺和营养性状的基因的等位变异。通过基于候选基因的GWAS先前鉴定出的番茄红素ε环化酶(LCYE)和β-胡萝卜素羟化酶1(CRTRB1)的维生素A原(proVA)增强等位基因,目前已用于CIMMYT的玉米育种计划。本研究的目的是利用具有约476,000个SNP标记的高密度全基因组平台,为CIMMYT的380个自交玉米系的类胡萝卜素关联作图群体鉴定控制籽粒类胡萝卜素浓度变异的基因或基因组区域。通过使用主成分和亲属关系矩阵的混合模型进行调整,将群体结构效应降至最低。全基因组连锁不平衡(LD)分析表明,LD衰减速度比温带种质中通常报道的更快(3.9 kb;r² = 0.1),因此我们这个主要由热带多样性材料组成的群体有可能实现更高的作图分辨率。对各种类胡萝卜素的GWAS鉴定出了CRTRB1、LCYE以及其他关键基因或基因组区域,这些基因或区域控制上游途径中速率关键步骤,如已知在类异戊二烯前体积累中起重要作用的DXS1、GGPS1和GGPS2,以及参与羟基化和类胡萝卜素降解的下游基因HYD5、CCD1和ZEP1。已鉴定出所有这些区域或其附近的SNP,它们可能是玉米类胡萝卜素生物强化育种工作的有用目标区域;例如,2号染色体上的一个基因组区域独立于CRTRB1解释了约16%的β-胡萝卜素表型变异,并且在先前观察到具有低proVA降解率的品系中发现了一个导致β-隐黄质降解减少的CCD1变体。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a577/4544543/7367acfeebe0/122_2015_2475_Fig1_HTML.jpg

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