Sahito Javed Hussain, Luo Bowen, Khalid Muhammad Hayder Bin, Sahito Hakim Ali, Ali Asif, Ghulam Nabi Gishkori Zeeshan, Zhang Xiao, He Xuan, Zhong Haixu, Zhen Chen, Ma Peng, Liu Dan, Wu Ling, Gao Shibin
Key Laboratory of Crop Gene and Exploration and Utilization in Southwest Region, Maize Research Institute, Sichuan Agriculture University, Chengdu 611130, China.
Maize Research Institute, Sichuan Agriculture University, Chengdu 611130, China.
Plants (Basel). 2020 Oct 27;9(11):1447. doi: 10.3390/plants9111447.
Phosphorus (P) is an essential macroelement supporting maize productivity and low-P stress is a limiting factor of maize growth and yield. Improving maize plant tolerance to low P through molecular breeding is an effective alternative to increase crop productivity. In this study, a total of 111 diverse maize inbred lines were used to identify the favorable alleles and nucleotide diversity of candidate , which plays an important role in response to low P and regulation in root architecture. A significant difference was found under low- and sufficient-P conditions for each of the 22 seedling traits, and a total of 41 polymorphic sites including 32 single nucleotide polymorphisms (SNPs) and 9 insertion and deletions (InDels) were detected in among 111 inbred lines. Among the 41 polymorphic studied sites, a total of 39 polymorphic sites were associated with 20 traits except for the dry weight of shoots and forks, of which six sites were highly significantly associated with a diverse number of low-P tolerant root trait index values by using a mixed linear model (MLM) at -log10 P = 3.61. In addition, 29 polymorphic sites under P-sufficient and 32 polymorphic sites under P-deficient conditions were significantly associated with a diverse number of seedling traits, of which five polymorphic sites (position S327, S513, S514, S520, and S827) were strongly significantly associated with multiple seedling traits under low-P and normal-P conditions. Among highly significant sites, most of the sites were associated with root traits under low-P, normal-P, and low-P trait index values. Linkage disequilibrium (LD) was strong at (r2 > 1.0) in 111 inbred lines. Furthermore, the effect of five significant sites was verified for haplotypes in 111 lines and the favorable allele S520 showed a positive effect on the dry weight of roots under the low-P condition. Furthermore, the expression pattern confirmed that was highly induced by low P in the roots of the P-tolerant 178 inbred line. Moreover, the subcellular localization of encoded by protein was located in the cytoplasm and nucleus. Haplotypes carrying more favorable alleles exhibited superior effects on phenotypic variation and could be helpful in developing molecular markers in maize molecular breeding programs. Taken together, the finding of this study might lead to further functions of and genes that might be involved in responses to low-P stress in maize.
磷(P)是支持玉米生产力的必需大量元素,低磷胁迫是玉米生长和产量的限制因素。通过分子育种提高玉米植株对低磷的耐受性是提高作物生产力的有效途径。在本研究中,共使用了111个不同的玉米自交系来鉴定候选基因的有利等位基因和核苷酸多样性,该基因在响应低磷和调节根系结构中起重要作用。在低磷和充足磷条件下,22个幼苗性状中的每一个都存在显著差异,在111个自交系中检测到总共41个多态性位点,包括32个单核苷酸多态性(SNP)和9个插入缺失(InDel)。在研究的41个多态性位点中,除地上部和叉部干重外,共有39个多态性位点与20个性状相关,其中6个位点通过混合线性模型(MLM)在-log10 P = 3.61时与不同数量的低磷耐受根系性状指标值高度显著相关。此外,在磷充足条件下的29个多态性位点和磷缺乏条件下的32个多态性位点与不同数量的幼苗性状显著相关,其中5个多态性位点(位置S327、S513、S514、S520和S827)在低磷和正常磷条件下与多个幼苗性状强烈显著相关。在高度显著的位点中,大多数位点与低磷、正常磷条件下的根系性状以及低磷性状指标值相关。在111个自交系中,候选基因处的连锁不平衡(LD)很强(r² > 1.0)。此外,在111个品系中对5个显著位点的单倍型效应进行了验证,有利等位基因S520在低磷条件下对根干重有正向影响。此外,表达模式证实,候选基因在耐低磷自交系178的根中受低磷高度诱导。此外,该蛋白编码的候选基因的亚细胞定位位于细胞质和细胞核中。携带更多有利等位基因的单倍型对表型变异表现出更优的效应,并且可能有助于在玉米分子育种计划中开发分子标记。综上所述,本研究的发现可能会进一步揭示候选基因以及可能参与玉米对低磷胁迫响应的基因的功能。