中国农业科学 ›› 2025, Vol. 58 ›› Issue (10): 1878-1895.doi: 10.3864/j.issn.0578-1752.2025.10.002

• 作物遗传育种·种质资源·分子遗传学 • 上一篇    下一篇

海岛棉叶绿素含量的全基因组关联分析及候选基因预测

史顺宇(), 杨涛, 庞博, 李静, 林轶峰, 王正瑞, 傅林成, 扎尔加玛丽·阿不都别克, 高文伟(), 吴鹏昊()   

  1. 新疆农业大学农学院/棉花教育部工程研究中心,乌鲁木齐 830052
  • 收稿日期:2024-11-11 接受日期:2024-12-20 出版日期:2025-05-16 发布日期:2025-05-21
  • 通信作者:
    高文伟,E-mail:
    吴鹏昊,E-mail:
  • 联系方式: 史顺宇,E-mail:15739283339@163.com。
  • 基金资助:
    国家重点研发计划子课题(2021YFD1900802-4); 新疆维吾尔自治区“三农”骨干人才培养项目(2023SNGGCC03)

Genome-Wide Association Analysis and Prediction of Candidate Genes for Chlorophyll Content in Gossypium barbadense

SHI ShunYu(), YANG Tao, PANG Bo, LI Jing, LIN YiFeng, WANG ZhengRui, FU LinCheng, ABUDUBEK Zalgamali, GAO WenWei(), WU PengHao()   

  1. College of Agronomy, Xinjiang Agricultural University/Cotton Engineering Research Center, Ministry of Education, Urumqi 830052
  • Received:2024-11-11 Accepted:2024-12-20 Published:2025-05-16 Online:2025-05-21

摘要:

【目的】叶绿素作为植物光合作用的核心色素,直接影响植物的光合效率和产量,通过挖掘与海岛棉叶绿素相关的分子标记和候选基因,为海岛棉品种改良提供理论依据。【方法】利用203个海岛棉品种作为研究对象,在4个环境下(2年2点)分别测定海岛棉3个时期(蕾期、花期、铃期)的叶绿素含量,并对4个环境下的叶绿素含量进行相关性分析,将全基因组重测序数据和叶绿素含量的最佳线性无偏预测值(BLUP)进行全基因组关联分析,筛选与叶绿素含量相关的候选基因。【结果】对4个环境的叶绿素含量进行描述性统计,蕾期、花期和铃期叶绿素含量在不同年份和不同地点均呈正态分布,表明该性状是受多基因控制的数量性状。叶绿素含量在不同生长时期存在显著差异,并受环境影响显著,蕾期叶绿素含量的相关系数为0.021—0.287,花期为0.017—0.180,铃期为-0.118—0.212。经全基因组关联分析(GWAS)分析,共筛选出52个显著SNP位点。其中,在蕾期、花期和铃期分别筛选到20、20和12个显著SNP位点,主要分布在A05、A06、D05、D06和D10等染色体上,并注释到80个候选基因,其中,GB_A05G0103GB_A05G0104GB_A05G0105GB_A05G0106GB_A05G0107GB_A05G0108GB_A05G0109GB_A05G0110GB_A05G0111GB_A05G0112等10个基因在typeⅠ(4个环境)的花期和typeⅡ(新疆北部2个环境)的花期均被注释到,GB_A06G1512GB_A06G1513在typeⅠ的花期和铃期、typeⅡ的花期均被注释到,GB_D09G0836GB_D09G0837GB_D09G0838在typeⅠ的铃期和typeⅡ的花期均被注释到。通过相对表达量分析,鉴定到9个与叶绿素含量相关的基因,其中,GB_A05G0097GB_A05G0093GB_D05G0109在叶绿素代谢、光合作用和植物抗逆性中具有重要作用。【结论】海岛棉叶绿素含量在不同生长时期存在显著差异,并受环境影响显著,GWAS分析共检测到52个与海岛棉叶绿素含量相关的位点,发现9个基因可作为海岛棉叶绿素的候选基因。

关键词: 海岛棉, 叶绿素, 全基因组关联分析, 蕾期, 花期, 铃期

Abstract:

【Objective】 Chlorophyll, as the core pigment of plant photosynthesis, directly affects the photosynthetic efficiency and yield of plants. By mining molecular markers and candidate genes related to chlorophyll in Sea-island cotton, we can provide a theoretical basis for the improvement of Sea-island cotton varieties. 【Method】 Using 203 sea-island cotton varieties as research objects, the chlorophyll content of sea-island cotton in three stages (budding stage, flowering stage, and boll stage) was measured in 4 environments (2 points in 2 years), and the chlorophyll content of sea-island cotton in 4 environments was measured. Correlation analysis was performed on the chlorophyll content, and the whole-genome resequencing data and the BLUP value of the chlorophyll content were used for genome-wide correlation analysis to screen candidate genes related to chlorophyll content. 【Result】 Descriptive statistics of chlorophyll content in the four environments showed that the chlorophyll content at bud stage, flowering stage and bell stage were normally distributed across years and locations, indicating that the trait is a quantitative trait controlled by multiple genes. Chlorophyll content varied significantly across growth periods and was significantly affected by environment, with correlation coefficients of 0.021-0.287 for chlorophyll content at bud stage, 0.017-0.180 at flowering stage and -0.118-0.212 at bell stage. GWAS research results screened out a total of 52 significant SNPs sites. Among them, 20, 20 and 12 significant SNP sites were screened in the bud stage, flowering stage and boll stage respectively, mainly distributed on chromosomes such as A05, A06, D05, D06 and D10. By annotating significant sites, a total of 80 candidate genes were annotated, including GB_A05G0103, GB_A05G0104, GB_A05G0105, GB_A05G0106, GB_A05G0107, GB_A05G0108, GB_A05G0109, GB_A05G0110, GB_A05G0111 and GB_A 05G0112 and other 10 genes are in type I (4 environments) The flowering stage and the flowering stage of type Ⅱ (two environments in northern Xinjiang) are all annotated. GB_A06G1512 and GB_A06G1513 are annotated in the flowering stage and boll stage of typeⅠand the flowering stage of typeⅡ. GB_D09G0836, GB_D09G0837 and GB_D09G0838 are annotated in the florescence and boll stage of typeⅠand typeⅡ. The flowering stages are all annotated. Nine genes related to chlorophyll content were identified through relative expression analysis. Among them, genes such as GB_A05G0097, GB_A05G0093 and GB_D05G0109 play important roles in chlorophyll metabolism, photosynthesis and plant stress resistance. 【Conclusion】 There are significant differences in the chlorophyll content of sea-island cotton at different growth stages, and are significantly affected by the environment. A total of 52 loci related to the chlorophyll content of sea-island cotton were detected, and nine genes were found to be candidate genes for chlorophyll in sea-island cotton.

Key words: Gossypium barbadense, chlorophyll, genome-wide association analysis, bud stage, flowering stage, boll stage