SNP molecular markers related to lead accumulation in maize plants and their applications
A molecular marker, corn technology, applied in the field of molecular genetic markers, can solve the problems of complex lead response stress mechanism, little key gene mining work, and slow research progress, so as to speed up the breeding of low lead accumulation, reduce the workload of breeding, The effect of shortening the breeding time
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Embodiment 1
[0026] Example 1: Obtaining the molecular marker of the gene Zm00001d034674 related to the lead accumulation trait.
[0027] The method to obtain is as follows:
[0028] (1) Identification of associated population phenotype: The present invention collected 305 temperate, tropical and subtropical maize inbred lines from China, the United States, Mexico and other places. Coupled plasma mass spectrometry, ICP-MS) was used to determine the lead accumulation in plants, and three biological replicates were set up. Joint analysis of variance showed that the genotypes of different materials were significantly different.
[0029] Table 1: Phenotypic Joint ANOVA
[0030]
[0031] (2) Obtaining the genotype of the associated population: using transcriptome sequencing to obtain the genotype of the population.
[0032] (3) Genotype and phenotype association analysis: Using the MLM model of Tassel software, the genome-wide association analysis was carried out considering the populatio...
Embodiment 2
[0035] Example 2: Association analysis between gene expression and phenotype
[0036] (1) Acquisition of gene expression: The open source software Kallisto was used to quantify the expression of genes and transcripts in the population material.
[0037] (2) Association analysis between gene expression and phenotype: Using R language and linear regression model, the degree of association between gene expression and phenotype was identified. At p<0.05 level, the expression of Zm00001d034674 gene was significantly correlated with lead accumulation in maize plants under stress, with a significant P value of 0.0032.
[0038] The results further confirmed that the expression of this gene was related to the accumulation of lead in the aerial part of maize under heavy metal lead stress.
Embodiment 3
[0039] Example 3: ANOVA based on marker type
[0040] (1) Phenotype grouping: Based on the genotypes of the marker in different inbred lines, the test materials were divided into two groups, in which the inbred lines with marker genotype C were recorded as group A, and those with marker genotype T were recorded as group A. Do group B.
[0041] (2) Analysis of variance: Analysis of variance was performed using Excel software. The results showed that there were significant differences between the two groups. The mean value of group A was 66.65, and the mean value of group B was 89.52. table 3.
[0042] Table 3: ANOVA
[0043]
[0044] like figure 1 , the distribution of lead ion content in plants of different genotypes shows that the lead ion content of the C genotype material is significantly different from that of the T genotype material, and its mean and maximum values are both smaller than those of the T genotype material.
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