Jilin Agricultural University, Chang Chun, China.
PLoS One. 2018 Dec 7;13(12):e0208386. doi: 10.1371/journal.pone.0208386. eCollection 2018.
Leaf angle and leaf orientation value are important traits affecting planting density and photosynthetic efficiency. To identify the genes involved in controlling leaf angle and leaf orientation value, we utilized 1.49×10(6) single nucleotide polymorphism (SNP) markers obtained after sequencing 80 backbone inbred maize lines in Jilin Province, based on phenotype data from two years, and analyzed these two traits in a genome-wide association study (GWAS). A total of 33 SNPs were significantly associated (P<0.000001) with the two target traits. Twenty-two SNPs were significantly associated with leaf angle and distributed on chromosomes 1, 3, 4, 5, 6, 7, 8, and 9, explaining 21.62% of the phenotypic variation. Eleven SNPs were significantly associated with leaf orientation value and distributed on chromosomes 1, 3, 4, 5, 6, 7, and 9, explaining 29.63% of the phenotypic variation. Within the mean linkage disequilibrium (LD) distance of 9.7 kb for the significant SNP locus, 22 leaf angle candidate genes were detected, and 3 of these candidate genes harbored significant SNPs, with phenotype contribution rates greater than 10%. Two candidate genes at distances less than 100 bp from significant SNPs showed phenotype contribution rates greater than 8%. Seven leaf orientation value candidate genes were detected: 3 of these candidate genes harbored significant SNPs, with phenotype contribution rates greater than 10%. Eight inbred maize lines with significant differences in leaf angle and leaf orientation value were selected to test candidate gene expression levels from 182 recombinant inbred lines (RILs). The 5 leaf angle candidate genes and 3 leaf orientation value candidate genes were verified using quantitative real-time PCR (qRT-PCR). The results showed significant differences in the expression levels of the above eight genes between inbred maize lines with significant differences in leaf angle and leaf orientation value.
叶角和叶向值是影响种植密度和光合效率的重要性状。为了鉴定控制叶角和叶向值的基因,我们利用在吉林省 80 条骨干自交系测序后获得的 1.49×10(6)个单核苷酸多态性(SNP)标记,基于两年的表型数据,进行全基因组关联研究(GWAS)分析这两个性状。共检测到 33 个 SNP 与两个目标性状显著相关(P<0.000001)。22 个 SNP 与叶角显著相关,分布在 1、3、4、5、6、7、8 和 9 号染色体上,解释了 21.62%的表型变异。11 个 SNP 与叶向值显著相关,分布在 1、3、4、5、6、7 和 9 号染色体上,解释了 29.63%的表型变异。在显著 SNP 位点的平均连锁不平衡(LD)距离为 9.7kb 内,检测到 22 个叶角候选基因,其中 3 个候选基因含有显著 SNP,表型贡献率大于 10%。距离显著 SNP 小于 100bp 的 2 个候选基因表型贡献率大于 8%。检测到 7 个叶向值候选基因:其中 3 个候选基因含有显著 SNP,表型贡献率大于 10%。选择 8 个叶角和叶向值差异显著的自交系,从 182 个重组自交系(RILs)中检测候选基因表达水平。利用定量实时 PCR(qRT-PCR)验证了 5 个叶角候选基因和 3 个叶向值候选基因。结果表明,在叶角和叶向值差异显著的自交系中,上述 8 个基因的表达水平存在显著差异。