CN118600102A - A ZmB4FMV1 gene, locus and application thereof for detecting alpha-tocopherol content in sweet corn kernels - Google Patents
A ZmB4FMV1 gene, locus and application thereof for detecting alpha-tocopherol content in sweet corn kernels Download PDFInfo
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- GVJHHUAWPYXKBD-IEOSBIPESA-N α-tocopherol Chemical compound OC1=C(C)C(C)=C2O[C@@](CCC[C@H](C)CCC[C@H](C)CCCC(C)C)(C)CCC2=C1C GVJHHUAWPYXKBD-IEOSBIPESA-N 0.000 title claims abstract description 128
- 235000002017 Zea mays subsp mays Nutrition 0.000 title claims abstract description 93
- 241000482268 Zea mays subsp. mays Species 0.000 title claims abstract description 89
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Abstract
本发明公开了一种检测甜玉米籽粒alpha‑生育酚含量的ZmB4FMV1基因、位点及其应用,对甜玉米基因组8号染色体的172026809位置,171865153位置,171866110位置,171863018位置,171863558位置,171864361位置,171864389位置,171864453位置,171864496位置,171864722位置,171866207位置的SNP位点的基因型进行鉴定,选择具有变异位点的基因型的甜玉米进行育种和种植,实现高alpha‑生育酚含量甜玉米的选育。可以快速完成基因型检测,具有成本低,操作简便,适合高通量检测。该位点将极大地促进高alpha‑生育酚含量的甜玉米生物强化育种。本发明基于膜蛋白基因位点可以快速完成基因型检测,具有成本低,操作简便,适合高通量检测,促进高alpha‑生育酚含量的甜玉米生物强化育种。
The invention discloses a ZmB4FMV1 gene, a site and an application thereof for detecting the alpha-tocopherol content of sweet corn kernels, and identifies the genotype of the SNP sites at positions 172026809, 171865153, 171866110, 171863018, 171863558, 171864361, 171864389, 171864453, 171864496, 171864722 and 171866207 of chromosome 8 of the sweet corn genome, and selects the sweet corn with the genotype of the variable site for breeding and planting, so as to realize the breeding of sweet corn with high alpha-tocopherol content. Genotype detection can be completed quickly, with low cost, simple operation and suitable for high-throughput detection. The site will greatly promote the bio-fortification breeding of sweet corn with high alpha-tocopherol content. The present invention can quickly complete genotype detection based on membrane protein gene loci, has low cost, simple operation, is suitable for high-throughput detection, and promotes the biofortification breeding of sweet corn with high alpha-tocopherol content.
Description
技术领域Technical Field
本发明属于基因工程领域,具体涉及一种检测甜玉米籽粒alpha-生育酚含量的ZmB4FMV1基因、位点及其应用。The invention belongs to the field of genetic engineering, and in particular relates to a ZmB4FMV1 gene for detecting the alpha-tocopherol content of sweet corn kernels, a site and an application thereof.
背景技术Background Art
甜玉米是一种水果和蔬菜兼用农作物,是微量营养素摄入的重要膳食来源。所有维生素E化合物的结构仅在2,3-二氢苯并呋喃环上的位置和甲基取代基数量上有所不同,但它们的生物活性却有着巨大的差异。维生素E包括8种脂溶性异构体(包括生育酚和生育三烯酚),其中alpha-生育酚在8种维生素E组分中含量最高,约占整个维生素E含量的38%,是alpha-生育酚含量的3倍。研究表明尽管生育酚和生育三烯酚在结构上相似,但两者在生物学功能存在巨大差异。与生育酚相比,生育三烯酚具有更强的抗氧化、抑制脂质氧化。同时具有降低胆固醇,抗肿瘤等生理功能。对甜玉米种子而言,alpha-生育酚的这些生理功能不仅可以保证甜玉米种子的正常发育,也增加了甜玉米的营养和附加值。通过遗传育种手段,提高甜玉米籽粒组织中alpha-生育酚的含量具有重要意义。Sweet corn is a fruit and vegetable crop and an important dietary source of micronutrients. The structures of all vitamin E compounds differ only in the position and number of methyl substituents on the 2,3-dihydrobenzofuran ring, but their biological activities vary greatly. Vitamin E includes eight fat-soluble isomers (including tocopherol and tocotrienol), of which alpha-tocopherol has the highest content among the eight vitamin E components, accounting for about 38% of the total vitamin E content, which is three times the content of alpha-tocopherol. Studies have shown that although tocopherol and tocotrienol are similar in structure, there are huge differences in their biological functions. Compared with tocopherol, tocotrienol has stronger antioxidant and lipid oxidation inhibition. It also has physiological functions such as lowering cholesterol and anti-tumor. For sweet corn seeds, these physiological functions of alpha-tocopherol can not only ensure the normal development of sweet corn seeds, but also increase the nutrition and added value of sweet corn. It is of great significance to increase the content of alpha-tocopherol in sweet corn kernel tissue through genetic breeding.
基于基因组和群体遗传学的方法为解析维生素E合成的遗传基础提供了重要机会。甜玉米群体丰富的遗传变异为关键基因的利用提供了有利条件。为在作物中有针对性地操纵生育酚和生育三烯酚的水平和种类创造了条件。前期研究中,对玉米籽粒中生育酚和生育三烯酚含量的连锁和关联分析为维生素E合成和代谢的遗传调控提供了大量重要信息。然而,大多数影响生育酚组成的主要数量性状遗传位点通常指向VTE4,即VTE4是玉米中维生素E合成的关键位点,对于其他位点的研究较少,然而,除VTE4,其他用于高生育酚和高生育三烯酚含量筛选的基因/位点鲜有报道。因此需要一种检测甜玉米籽粒alpha-生育酚含量的ZmB4FMV1基因、位点及其应用。Methods based on genomics and population genetics provide important opportunities for analyzing the genetic basis of vitamin E synthesis. The rich genetic variation of sweet corn populations provides favorable conditions for the utilization of key genes. It creates conditions for the targeted manipulation of the levels and types of tocopherols and tocotrienols in crops. In previous studies, linkage and association analyses of tocopherol and tocotrienol content in corn kernels provided a lot of important information for the genetic regulation of vitamin E synthesis and metabolism. However, most of the major quantitative trait genetic loci affecting tocopherol composition usually point to VTE4, that is, VTE4 is the key locus for vitamin E synthesis in corn, and there are fewer studies on other loci. However, except for VTE4, other genes/locus for screening high tocopherol and high tocotrienol content are rarely reported. Therefore, a ZmB4FMV1 gene, locus and its application for detecting the alpha-tocopherol content in sweet corn kernels are needed.
发明内容Summary of the invention
本发明的目的是提供一种检测甜玉米籽粒alpha-生育酚含量的ZmB4FMV1基因、位点及其应用。The purpose of the present invention is to provide a ZmB4FMV1 gene and site for detecting the alpha-tocopherol content of sweet corn kernels and applications thereof.
本发明通过以下技术方案实现:The present invention is achieved through the following technical solutions:
本发明甜玉米基因组8号染色体SNP位点的应用,述甜玉米基因组为基因组B73,v4版本,ID 为Zm00001d012284,包括如下SNP位点:The application of the SNP site of chromosome 8 of the sweet corn genome of the present invention, the sweet corn genome is genome B73, v4 version, ID is Zm00001d012284, including the following SNP sites:
1)甜玉米基因组8号染色体的172026809位置的SNP位点,多态性为G/C;1) The SNP site at position 172026809 on chromosome 8 of the sweet corn genome has a polymorphism of G/C;
2)甜玉米基因组8号染色体的171865153位置的SNP位点,多态性为A/T;2) The SNP site at position 171865153 on chromosome 8 of the sweet corn genome has an A/T polymorphism;
3)甜玉米基因组8号染色体的171866110位置的SNP位点,多态性为G/T;3) The SNP site at position 171866110 on chromosome 8 of the sweet corn genome has a polymorphism of G/T;
4)甜玉米基因组8号染色体的171863018位置的SNP位点,多态性为C/T;4) The SNP site at position 171863018 on chromosome 8 of the sweet corn genome has a polymorphism of C/T;
5)甜玉米基因组8号染色体的171863558位置的SNP位点,多态性为C/A;5) The SNP site at position 171863558 on chromosome 8 of the sweet corn genome has a polymorphism of C/A;
6)甜玉米基因组8号染色体的171864361位置的SNP位点,多态性为C/T;6) The SNP site at position 171864361 on chromosome 8 of the sweet corn genome has a polymorphism of C/T;
7)甜玉米基因组8号染色体的171864389位置的SNP位点,多态性为C/T;7) The SNP site at position 171864389 on chromosome 8 of the sweet corn genome has a polymorphism of C/T;
8)甜玉米基因组8号染色体的171864453位置的SNP位点,多态性为G/T;8) The SNP site at position 171864453 on chromosome 8 of the sweet corn genome has a polymorphism of G/T;
9)甜玉米基因组8号染色体的171864496位置的SNP位点,多态性为G/A;9) The SNP site at position 171864496 on chromosome 8 of the sweet corn genome has a polymorphism of G/A;
10)甜玉米基因组8号染色体的171864722位置的SNP位点,多态性为T/C;10) The SNP site at position 171864722 of chromosome 8 of the sweet corn genome has a polymorphism of T/C;
11)甜玉米基因组8号染色体的171866207位置的SNP位点,多态性为G/A;11) The SNP site at position 171866207 on chromosome 8 of the sweet corn genome has a polymorphism of G/A;
所述SNP位点与基因ZmB4FMV1表达量相关进而影响alpha-生育酚含量。The SNP site is related to the expression level of the gene ZmB4FMV1 and thus affects the alpha-tocopherol content.
进一步地,当包含所述SNP位点的甜玉米籽粒中ZmB4FMV1提高表达时,鉴定为高alpha-生育酚含量甜玉米;当所述甜玉米籽粒中ZmB4FMV1降低表达时,鉴定为低alpha-生育酚含量甜玉米。Furthermore, when the expression of ZmB4FMV1 in the sweet corn kernels containing the SNP site is increased, it is identified as sweet corn with high alpha-tocopherol content; when the expression of ZmB4FMV1 in the sweet corn kernels is reduced, it is identified as sweet corn with low alpha-tocopherol content.
在另外一个方面,一种变异位点检测引物组,所述检测位点引物组包括如SEQ IDNO:1 所示的正向引物;如SEQ ID NO:2所示的反向引物;如SEQ ID NO:3所示的通用引物。In another aspect, a variant site detection primer set is provided, wherein the detection site primer set comprises a forward primer as shown in SEQ ID NO: 1; a reverse primer as shown in SEQ ID NO: 2; and a universal primer as shown in SEQ ID NO: 3.
在另外一个方面,一种检测甜玉米的高alpha-生育酚含量的试剂盒包括所述的变异位点检测引物组。In another aspect, a kit for detecting high alpha-tocopherol content in sweet corn comprises the variable site detection primer set.
在另外一个方面,一种高alpha-生育酚含量甜玉米的筛选方法,包括以下步骤:In another aspect, a method for screening sweet corn with high alpha-tocopherol content comprises the following steps:
在分子标记辅助选择育种(MAS)方面,基于权利要求3所述的引物组合,对甜玉米基因组8号染色体的172026809位置, 171865153位置 ,171866110位置 ,171863018位置 ,171863558位置 ,171864361位置,171864389位置,171864453位置,171864496位置,171864722位置,171866207位置的SNP位点的基因型进行鉴定,选择具有变异位点的基因型的甜玉米进行育种和种植,实现高alpha-生育酚含量甜玉米的选育。In terms of molecular marker-assisted selection breeding (MAS), based on the primer combination described in claim 3, the genotypes of the SNP sites at positions 172026809, 171865153, 171866110, 171863018, 171863558, 171864361, 171864389, 171864453, 171864496, 171864722, and 171866207 of chromosome 8 of the sweet corn genome are identified, and sweet corn with the genotype of the variable site is selected for breeding and planting, so as to achieve the breeding of sweet corn with high alpha-tocopherol content.
本发明采用上述技术方案与现有技术相比,最大的特点在于:Compared with the prior art, the present invention adopts the above technical solution, and the biggest feature is:
与现有技术相比,本发明具有如下效果:Compared with the prior art, the present invention has the following effects:
1、本发明利用关联分析技术,新挖掘和鉴定了甜玉米籽粒中控制alpha-生育酚含量相关的SNP位点和相关的ZmB4FMV1(Zm00001d012284),补充和丰富了甜玉米籽粒alpha-生育酚含量分子鉴定的遗传位点。1. The present invention uses association analysis technology to newly explore and identify SNP sites related to the control of alpha-tocopherol content in sweet corn kernels and the related ZmB4FMV1 (Zm00001d012284), supplementing and enriching the genetic sites for molecular identification of alpha-tocopherol content in sweet corn kernels.
2、本发明基于膜蛋白基因(ZmB4FMV1)位点开发的基于SNP检测的KASP分子标记,可以快速完成基因型检测,具有成本低,操作简便,适合高通量检测,该位点将极大地促进高alpha-生育酚含量的甜玉米生物强化育种。2. The KASP molecular marker based on SNP detection developed by the present invention based on the membrane protein gene (ZmB4FMV1) site can quickly complete genotype detection, has low cost, simple operation, and is suitable for high-throughput detection. This site will greatly promote the biofortification breeding of sweet corn with high alpha-tocopherol content.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1为本发明GWAS鉴定ZmB4FMV1为alpha-生育酚变异的候选基因;FIG1 is a diagram of the GWAS of the present invention identifying ZmB4FMV1 as a candidate gene for alpha-tocopherol mutation;
其中图1(a)为包括8号染色体上局部曼哈顿图;图1(b)为LD热图;图1(a)为候选基因ZmB4FMV1的位置;Figure 1 (a) is a local Manhattan plot including chromosome 8; Figure 1 (b) is a LD heat map; Figure 1 (a) is the location of the candidate gene ZmB4FMV1;
图2为本发明 alpha-生育酚含量与甜玉米群体中ZmB4FMV1基因表达量显著相关示意图;FIG2 is a schematic diagram showing the significant correlation between alpha-tocopherol content and ZmB4FMV1 gene expression in a sweet corn population according to the present invention;
图3 为本发明显著SNP (S8_171864496)不同等位基因间alpha-生育酚含量的比较示意图;FIG3 is a schematic diagram showing the comparison of alpha-tocopherol content between different alleles of the significant SNP (S8_171864496) of the present invention;
其中P值采用单因素方差分析计算。n为每个等位基因的基因型数;The P value was calculated using one-way ANOVA. n is the number of genotypes for each allele;
图4 为本发明KASP引物扩增后的荧光值分布图。FIG. 4 is a distribution diagram of fluorescence values after amplification using the KASP primers of the present invention.
具体实施方式DETAILED DESCRIPTION
下面结合实施例和对比例对本发明的技术方案做进一步的说明,但不应理解为对本发明的限制:The technical scheme of the present invention is further described below in conjunction with embodiments and comparative examples, but they should not be construed as limiting the present invention:
本发明的目的是通过以下技术方案来实现的:The objective of the present invention is achieved through the following technical solutions:
实施例1 alpha-生育酚相关基因ZmB4FMV1挖掘和分析Example 1 Mining and analysis of alpha-tocopherol related gene ZmB4FMV1
1.甜玉米关联分析群体:1. Sweet corn association analysis group:
由来源于世界上甜玉米主要种植区(包括中国、美国、泰国、日本、阿根廷等)收集到的具有广泛代表性的自交系材料中挑选出295份甜玉米自交系材料组成甜玉米关联分析群体。采集幼苗期叶片组织,经过基因组DNA提取,文库构建等步骤,在llumina Hiseq 2500平台进行全基因组重测序。平均测序深度为11X,在整个基因组上鉴定了约986万高质量的SNP数据集。其次对群体中甜玉米材料在授粉后15天的籽粒组织进行取样,构建了插入片段大小为300-500 bp的转录组测序文库。采用150bp 双末端配对的RNA 测序技术进行转录组测序,在llumina Hiseq 2500测序平台进行了全籽粒组织的转录组测序,共产生了31.27百万read数的碱基。经过生物信息学分析,获得甜玉米群体中每个材料中每个基因的表达量数据。从而完成了甜玉米群体中籽粒组织的表达量结果。295 sweet corn inbred line materials were selected from widely representative inbred line materials collected from the world's major sweet corn growing areas (including China, the United States, Thailand, Japan, Argentina, etc.) to form a sweet corn association analysis population. Leaf tissues were collected at the seedling stage, and whole genome resequencing was performed on the llumina Hiseq 2500 platform after genomic DNA extraction, library construction and other steps. The average sequencing depth was 11X, and about 9.86 million high-quality SNP data sets were identified on the entire genome. Secondly, the kernel tissues of the sweet corn materials in the population were sampled 15 days after pollination, and a transcriptome sequencing library with an insert size of 300-500 bp was constructed. Transcriptome sequencing was performed using 150bp double-end paired RNA sequencing technology, and transcriptome sequencing of the whole kernel tissue was performed on the llumina Hiseq 2500 sequencing platform, generating a total of 31.27 million read bases. After bioinformatics analysis, the expression data of each gene in each material in the sweet corn population were obtained. This completes the expression results of kernel tissue in the sweet corn population.
2019年,295个甜玉米品系在广东省农业科学院大田试验站(E113°224,N23°093)以约12株/行的种植方式进行种植。试验采用随机区组设计,每个自交系设3个重复。每个小区所有甜玉米系均自花授粉,并记录授粉数据。授粉后20天,每行中收获3株上的适量籽粒。收获后立即将籽粒放入液氮中冷冻,直至转移至-80℃冰箱保存。In 2019, 295 sweet corn lines were planted at the Field Experiment Station of Guangdong Academy of Agricultural Sciences (E113°224, N23°093) with a planting pattern of about 12 plants per row. The experiment adopted a randomized block design, with 3 replicates for each inbred line. All sweet corn lines in each plot were self-pollinated, and pollination data were recorded. 20 days after pollination, an appropriate amount of grains were harvested from 3 plants in each row. Immediately after harvesting, the grains were frozen in liquid nitrogen until transferred to a -80°C refrigerator for storage.
2.alpha-生育酚测定:2. Determination of alpha-tocopherol:
维生素E提取:甜玉米粒先用液氮预冷,然后用粉碎机(MM400; Retsch)在30赫兹的频率下持续球磨60秒。将2克新鲜的甜玉米粉在冷冻状态下精确称重。用2mL乙醇(95%)皂化样品。然后加入抗氧化剂(1mL氯化钠,176 mg/mL;4 mL邻苯三酚乙醇,63.055 g/L;加入抗坏血酸1mL,176 mg/mL)和氢氧化钾2mL(600 g/L),用旋涡混合器混合。然后,用正己烷/乙酸乙酯(9:1,v/v)萃取混合物。将有机层的液相收集并使用浓缩器在氮气下浓缩至干燥。残留物用1%异丙醇正己烷溶解进行高效液相色谱分析。Vitamin E extraction: Sweet corn kernels were precooled with liquid nitrogen and then ball-milled for 60 seconds at 30 Hz using a mill (MM400; Retsch). 2 g of fresh sweet corn flour was accurately weighed in a frozen state. The sample was saponified with 2 mL of ethanol (95%). Antioxidants (1 mL of sodium chloride, 176 mg/mL; 4 mL of pyrogallol ethanol, 63.055 g/L; 1 mL of ascorbic acid, 176 mg/mL) and 2 mL of potassium hydroxide (600 g/L) were then added and mixed using a vortex mixer. The mixture was then extracted with n-hexane/ethyl acetate (9:1, v/v). The liquid phase of the organic layer was collected and concentrated to dryness using a concentrator under nitrogen. The residue was dissolved in 1% isopropanol in n-hexane for HPLC analysis.
维生素E的定量检测:维生素E的定量检测采用正相高效液相色谱(NP-HPLC)方法。NP-HPLC系统包含Waters 515高效液相色谱泵和Waters 2475多λ荧光检测器。色谱柱为Agilent (ZORBAX RX-SIL, 250 mm × 4.6 mm),流速为1mL/min。流动相为0.85%的正己烷-2-丙醇,进样20µL。检测的激发波长为290 nm和330 nm。采用8个外部标样构建的标准曲线计算各维生素E组分的含量。Quantitative detection of vitamin E: The quantitative detection of vitamin E was performed by normal phase high performance liquid chromatography (NP-HPLC). The NP-HPLC system included a Waters 515 HPLC pump and a Waters 2475 multi-λ fluorescence detector. The chromatographic column was Agilent (ZORBAX RX-SIL, 250 mm × 4.6 mm) with a flow rate of 1 mL/min. The mobile phase was 0.85% n-hexane-2-propanol, and 20 µL was injected. The excitation wavelengths for detection were 290 nm and 330 nm. The content of each vitamin E component was calculated using a standard curve constructed using 8 external standards.
3.甜玉米群体SNP图谱和表达量鉴定3. Sweet corn population SNP profile and expression level identification
采集幼苗期叶片组织,经过基因组DNA提取,文库构建等步骤,在llumina Hiseq2500 平台进行全基因组重测序。平均测序深度为11X,在整个基因组上鉴定了约986万高质量的SNP图谱。其次对群体授粉后15天的籽粒组织进行取样,构建了插入片段大小为300-500 bp的转录组测序文库。采用150bp 双末端配对的RNA 测序技术进行转录组测序在llumina Hiseq 2500测序平台进行了全籽粒组织的转录组测序,共产生了31.27 百万read数的碱基。从而完成了甜玉米群体每个个体中基因在籽粒组织的表达量结果。Leaf tissues were collected at the seedling stage, and after genomic DNA extraction and library construction, whole genome resequencing was performed on the llumina Hiseq2500 platform. The average sequencing depth was 11X, and about 9.86 million high-quality SNP maps were identified on the entire genome. Secondly, the grain tissues were sampled 15 days after pollination, and a transcriptome sequencing library with an insert size of 300-500 bp was constructed. Transcriptome sequencing was performed using 150bp double-end paired RNA sequencing technology. Transcriptome sequencing of the whole grain tissue was performed on the llumina Hiseq 2500 sequencing platform, generating a total of 31.27 million read bases. Thus, the expression results of genes in grain tissues of each individual in the sweet corn population were completed.
4.alpha-生育酚全基因组关联分析4. Genome-wide association analysis of alpha-tocopherol
利用超高密度的分子标记(SNP,986万)进行关联分析,利用混合线性模型(MLM)对甜玉米群体材料籽粒组织中alpha-生育酚含量进行全基因组关联分析,鉴定出控制alpha-生育酚含量的遗传位点。利用GEC (Genetic Type I error calculator)软件估计了全基因组有效SNPs的数量。使用P-value=1/n作为全基因组关联分析的显著性阈值(n,全基因组范围内有效SNP的个数)。通过全基因组关联分析鉴定到膜蛋白基因ZmB4FMV1(基因ID:Zm00001d012284, Chr8:171862718-171867456;参考基因组版本:B73 V4)位点和alpha-生育酚显著相关的基因/位点。该基因/位点位于玉米参考基因组(B73,V4)的SNP位点S8_172026809和膜蛋白(ZmB4FMV1)基因紧密连锁。该位点的变异碱基为C/G,其中C为有利等位基因,等位基因频率为0.055。该位点和甜玉米籽粒alpha-生育酚含量显著相关。Association analysis was performed using ultra-high density molecular markers (SNPs, 9.86 million), and genome-wide association analysis was performed on alpha-tocopherol content in grain tissues of sweet corn population materials using mixed linear models (MLM), and genetic loci controlling alpha-tocopherol content were identified. The number of effective SNPs in the whole genome was estimated using GEC (Genetic Type I error calculator) software. P-value=1/n was used as the significance threshold of genome-wide association analysis (n, the number of effective SNPs in the whole genome). The membrane protein gene ZmB4FMV1 (gene ID: Zm00001d012284, Chr8: 171862718-171867456; reference genome version: B73 V4) locus was identified by genome-wide association analysis as a gene/locus significantly associated with alpha-tocopherol. This gene/locus is located at SNP site S8_172026809 of the maize reference genome (B73, V4) and is closely linked to the membrane protein (ZmB4FMV1) gene. The variant base of this site is C/G, among which C is the favorable allele with an allele frequency of 0.055. This site is significantly correlated with the alpha-tocopherol content in sweet corn kernels.
使用TASSEL(3.0)进行全基因组关联分析,使用混合线性模型控制群体结构和亲缘关系。为了确定GWAS结果的全基因组阈值,使用默认参数的GEC (Genetic Type I errorcalculator)软件估计了全基因组有效SNPs的数量。然后,选择P=5.08×10-7 (P=1/n, n=有效SNP标记数目)作为全基因组关联分析显著性阈值。为了确定显著SNP的独立性,使用QTL区域内最显著的SNP作为协变量进行条件GWAS。GWAS基因座的候选基因位于置信区间或100kb以内,用于后续的进一步分析。根据alpha-生育酚全基因组关联分析结果,在lead SNP(S8_172026809)及ZmB4FMV1基因区域鉴定到11个和alpha-生育酚显著相关的SNP位点(图1)。这11个SNP位点100%连锁,均可用于高alpha-生育酚含量材料的筛选。TASSEL (3.0) was used for genome-wide association analysis, and mixed linear models were used to control population structure and kinship. To determine the genome-wide threshold for GWAS results, the number of effective SNPs in the genome was estimated using GEC (Genetic Type I errorcalculator) software with default parameters. Then, P=5.08×10 -7 (P=1/n, n=number of effective SNP markers) was selected as the significance threshold for genome-wide association analysis. To determine the independence of significant SNPs, conditional GWAS was performed using the most significant SNP in the QTL region as a covariate. Candidate genes for GWAS loci were located within the confidence interval or within 100 kb for further subsequent analysis. Based on the results of the alpha-tocopherol genome-wide association analysis, 11 SNP loci significantly associated with alpha-tocopherol were identified in the lead SNP (S8_172026809) and ZmB4FMV1 gene region (Figure 1). These 11 SNP loci were 100% linked and could be used to screen materials with high alpha-tocopherol content.
表 1 alpha-生育酚关联分析结果Table 1 Results of association analysis of alpha-tocopherol
a候选基因为显著位点内与alpha-生育酚含量相关的候选基因。aCandidate genes are candidate genes related to alpha-tocopherol content within the significant loci.
b主效SNP的位置信息,包括所在染色体和具体的碱基位置,碱基位置参考玉米B73参考基因组V4序列确定。b Location information of the major SNP, including the chromosome and specific base position. The base position was determined with reference to the maize B73 reference genome V4 sequence.
c贡献率由tassel(3.0)软件中的混合线性模型确定。The c contribution rate was determined by mixed linear model in tassel (3.0) software.
d该SNP存在的非有利等位基因类型。d The non-favorable allele type present for this SNP.
e对alpha-生育酚含量有利等位基因类型。e favorable allele type for alpha-tocopherol content.
f群体中有利等位基因的频率。f is the frequency of favorable alleles in the population.
g在群体中去除缺失基因型后的等位基因型数量。g is the number of alleles in the population after removing the missing genotypes.
实施例2 验证基因ZmB4FMV1对alpha-生育酚含量的影响Example 2 Verification of the effect of gene ZmB4FMV1 on alpha-tocopherol content
在授粉后20天,对甜玉米新鲜籽粒组织中alpha-生育酚进行了精确定量。使用正相HPLC(NP-HPLC)进行alpha-生育酚的含量的测定,液相输液泵的型号为Waters 515,荧光检测器的型号为Waters 2475,色谱柱型号为安捷伦ZORBAX RX-SIL, 250 mm × 4.6 mm,液相为包含0.85%的正己烷,流速为1毫升/分钟。采用双波长检查,检测波长为290和330nm。Alpha-tocopherol was precisely quantified in fresh kernel tissue of sweet corn 20 days after pollination. The content of alpha-tocopherol was determined by normal phase HPLC (NP-HPLC), the liquid phase infusion pump model was Waters 515, the fluorescence detector model was Waters 2475, the chromatographic column model was Agilent ZORBAX RX-SIL, 250 mm × 4.6 mm, the liquid phase contained 0.85% n-hexane, and the flow rate was 1 ml/min. Dual wavelength inspection was used, and the detection wavelengths were 290 and 330 nm.
结合授粉后15天籽粒组织的转录组数据,籽粒组织中alpha-生育酚含量和基因ZmB4FMV1的表达量显著相关,相关系数为0.225,P值为9.41×10-5,达到极显著水平(图2),说明ZmB4FMV1表达量和alpha-生育酚含量显著相关。Combined with the transcriptome data of grain tissue 15 days after pollination, the alpha-tocopherol content in the grain tissue was significantly correlated with the expression level of the gene ZmB4FMV1, with a correlation coefficient of 0.225 and a P value of 9.41×10-5, reaching an extremely significant level (Figure 2), indicating that the expression level of ZmB4FMV1 was significantly correlated with the alpha-tocopherol content.
为了验证alpha-生育酚含量在不同等位基因间存在显著差异, 由于上述11个SNP位点100%连锁,选取其中一个SNP S8_171864496并对不同的等位基因型下表型差异进行单因素方差分析。结果显示,在等位基因GG/AA间存在极显著的差异,有利等位基因可以使alpha-生育酚平均含量提升81%(图3)。In order to verify that there are significant differences in alpha-tocopherol content between different alleles, since the above 11 SNP sites are 100% linked, one of the SNPs, S8_171864496, was selected and a one-way ANOVA was performed on the phenotypic differences under different allele types. The results showed that there were extremely significant differences between the alleles GG/AA, and the favorable allele could increase the average alpha-tocopherol content by 81% (Figure 3).
实施例3 分子标记开发Example 3 Molecular marker development
1.alpha-生育酚相关KASP标记的开发1. Development of alpha-tocopherol-related KASP markers
关联分析和转录组分析验证了基因ZmB4FMV1在甜玉米籽粒组织alpha-生育酚含量方面的功能。结合关联分析鉴定到的11个100%连锁且和alpha-生育酚显著关联的SNP位点,可以对任意一个SNP位点进行标记开发,用于高alpha-生育酚含量甜玉米材料的筛选。本实施例对上述SNP位点中的S8_171864496(GG/AA)进行KASP标记的开发(图4)。KASP引物设计由NCBI提供的网页引物设计工具PRIMER-BLAST完成。由LGC公司 (Laboratory of theGovernment Chemist,Hoddeston,UK)进行引物合成。Association analysis and transcriptome analysis verified the function of gene ZmB4FMV1 in the alpha-tocopherol content of sweet corn kernel tissue. Combined with the 11 SNP sites that were 100% linked and significantly associated with alpha-tocopherol identified by association analysis, any SNP site can be developed for markers to screen sweet corn materials with high alpha-tocopherol content. In this example, KASP markers were developed for S8_171864496 (GG/AA) in the above-mentioned SNP site (Figure 4). KASP primer design was completed by PRIMER-BLAST, a web primer design tool provided by NCBI. Primer synthesis was performed by LGC (Laboratory of the Government Chemist, Hoddeston, UK).
针对以上alpha-生育酚相关的膜蛋白基因(ZmB4FMV1)位点,对SNP位点中的S8_171864496(GG/AA)开发了基于KASP技术的标记筛选引物,用于高alpha-生育酚含量的有利等位基因遗传位点筛选。使用NCBI-BLAST程序完成KASP引物的设计。对于每个检测位点设计3条引物,包括2条用于基因型筛选的正向引物和1条通用反向引物,引物合成后纯化的方法为UPLC方法。For the above alpha-tocopherol-related membrane protein gene (ZmB4FMV1) locus, marker screening primers based on KASP technology were developed for S8_171864496 (GG/AA) in the SNP locus for screening of favorable allele genetic loci with high alpha-tocopherol content. The design of KASP primers was completed using the NCBI-BLAST program. Three primers were designed for each detection site, including two forward primers for genotype screening and one universal reverse primer. The primers were purified after synthesis by UPLC method.
引物信息如下:Primer information is as follows:
KASP引物序列F1: gaaggtgaccaagttcatgctCTCTAGGAACAAAGCACTCGKASP primer sequence F1: gaaggtgaccaagttcatgctCTCTAGGAACAAAGCACTCG
(SEQ ID NO:1)(SEQ ID NO: 1)
KASP引物序列F2: gaaggtcggagtcaacggattCTCTAGGAACAAAGCACTCAKASP primer sequence F2: gaaggtcggagtcaacggattCTCTAGGAACAAAGCACTCA
(SEQ ID NO:2)(SEQ ID NO: 2)
KASP通用引物序列:CTCCCAAACATGCCCTTACT (SEQ ID NO:3)KASP universal primer sequence: CTCCCAAACATGCCCTTACT (SEQ ID NO: 3)
PCR扩增反应体系如表2所示(96孔白色不透明PCR板,10.14μL 反应体系)KASP扩增反应程序见表3所示。The PCR amplification reaction system is shown in Table 2 (96-well white opaque PCR plate, 10.14 μL reaction system). The KASP amplification reaction procedure is shown in Table 3.
表 2 KASP PCR反应体系Table 2 KASP PCR reaction system
表 3 KASP扩增反应程序Table 3 KASP amplification reaction procedure
KASP扩增反应结果如图4所示,KASP引物的SNP AA等位基因甜玉米材料中具有高alpha-生育酚含量激发HEX荧光,SNP GG等位基因甜玉米材料中具有低alpha-生育酚含量激发FAM荧光,通过荧光定量PCR检测可将等位基因AA和等位基因GG进行区分;本发明开发的KASP引物具有高度灵活性,可以快速完成少量及大量甜玉米材料基因型的检测,可以将高alpha-生育酚含量甜玉米材料快速筛选。如图4所示,本KASP标记基因分型结果和高通量测序结果完全一致。具有很高的稳定性和普适性。本标记在甜玉米alpha-生育酚改良中的应用将为促进甜玉米优质育种发挥重要作用。The result of KASP amplification reaction is shown in FIG4 . The SNP AA allele of KASP primers has a high alpha-tocopherol content in the sweet corn material to excite HEX fluorescence, and the SNP GG allele has a low alpha-tocopherol content in the sweet corn material to excite FAM fluorescence. The allele AA and the allele GG can be distinguished by fluorescence quantitative PCR detection. The KASP primers developed by the present invention are highly flexible and can quickly complete the detection of a small amount and a large amount of sweet corn material genotypes, and can quickly screen sweet corn materials with high alpha-tocopherol content. As shown in FIG4 , the genotyping results of this KASP marker are completely consistent with the high-throughput sequencing results. It has high stability and universality. The application of this marker in the improvement of sweet corn alpha-tocopherol will play an important role in promoting the high-quality breeding of sweet corn.
2.KASP标记基因型检测方法2. KASP marker genotype detection method
如序列所示,小写字符序列gaaggtgaccaagttcatgct为FAM荧光基团接头序列,小写字符序列gaaggtcggagtcaacggatt为HEX荧光基团接头序列,这两种荧光基团序列所在的引物与通用反向引物进行扩增的产物分别携带可激发FAM和HEX的荧光基团。经过KASP反应体系及反应程序,完成每个材料的PCR反应。利用带有荧光扫描功能的PCR仪或酶标仪对KASP反应体系进行荧光扫描,从而完成样本的分型分析,获得甜玉米材料的基因型信息,进而完成等位基因类型判定,对alpha-生育酚含量进行预测。As shown in the sequence, the lowercase character sequence gaaggtgaccaagttcatgct is the FAM fluorescent group linker sequence, and the lowercase character sequence gaaggtcggagtcaacggatt is the HEX fluorescent group linker sequence. The products amplified by the primers containing these two fluorescent group sequences and the universal reverse primer carry fluorescent groups that can excite FAM and HEX, respectively. After the KASP reaction system and reaction procedure, the PCR reaction of each material is completed. The KASP reaction system is fluorescently scanned using a PCR instrument or an enzyme marker with a fluorescence scanning function to complete the typing analysis of the sample, obtain the genotype information of the sweet corn material, and then complete the allele type determination and predict the alpha-tocopherol content.
以上所述,仅为本发明较佳的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,根据本发明的技术方案及其发明构思加以等同替换或改变,都涵盖在本发明的保护范围之内。The above description is only a preferred specific implementation manner of the present invention, but the protection scope of the present invention is not limited thereto. Any technician familiar with the technical field can make equivalent replacements or changes according to the technical scheme and inventive concept of the present invention within the technical scope disclosed by the present invention, which are all covered by the protection scope of the present invention.
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