Md S. Islam, Lifang Qin, Per H. McCord, Sushma Sood, Muqing Zhang
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引用次数: 0
摘要
褐锈病(由 Puccinia melanocephala H. & P. Sydow 引起)是商业甘蔗生产中最具破坏性的病害之一。根据甘蔗品种的感病程度,它可使甘蔗减产高达 50%。培育抗病栽培品种是控制褐锈病最有效、最经济、最环保的方法。在一项田间试验中,使用 432 个甘蔗克隆品种进行了全基因组关联研究,该试验采用两次重复的增强设计。在两个作物周期内,采用轮枝接种法对褐锈病进行了筛选。基因型数据是通过目标富集测序技术获得的。在标记性状分析过程中,考虑了六种不同模型的基因作用和标记剂量效应。在植株甘蔗、头茬和两个作物周期中,分别发现了七种、九种和七种非冗余标记-性状关联。最显著(p 值为 6.17E-20)的标记(chr01p59833543)在二倍体加性模型中的加性效应为-0.63,在测试的克隆中,由于杂合基因(AG)比同源等位基因(AA)组合,病害严重程度降低最多(41.35%)。单倍体甘蔗基因组 R570 的基因注释表明,6 个推定候选基因与甘蔗抗褐锈病的重要标记共位。推测的候选基因调控细胞壁屏障的形成,而细胞壁屏障在控制褐锈病病原体感染方面起着至关重要的作用。这项研究的结果将为开发新的抗性源以提高商业甘蔗的褐锈病抗性开辟道路。
Marker trait association and candidate gene identification for brown rust disease in sugarcane
Brown rust (caused by Puccinia melanocephala H. & P. Sydow) is one of the most devastating diseases in commercial sugarcane production. It could reduce sugarcane yield by up to 50% depending on the susceptibility levels of cultivars. Breeding disease‐resistant cultivars is the most effective, economical, and environmentally friendly option to control brown rust. A genome‐wide association study was conducted on a field trial using 432 sugarcane clones following an augmented design with two replications. Brown rust was screened using the whorl inoculation method over two crop cycles. The genotype data were obtained through target enrichment sequencing technologies. The gene actions considering six different models and marker dosage effects were included during the marker‐trait analysis. A total of seven, nine, and seven nonredundant marker‐trait associations were identified for plant cane, first ratoon, and across two crop cycles, respectively. The most significant (p‐value 6.17E−20) marker (chr01p59833543) has the additive effect of −0.63 for the diplo‐additive model and reduced disease severity the most (41.35%) due to heterozygote (AG) over homozygote allele (AA) combination in the tested clones. Gene annotation of the monoploid sugarcane genome R570 suggested that six putative candidate genes were co‐located with significant markers associated with brown rust resistance in sugarcane. The putative candidate genes regulated the formation of a cell wall barrier that plays a crucial role in controlling brown rust pathogen infection. The results of this study will open the path to exploiting new resistance sources for brown rust resistance in commercial sugarcane.
期刊介绍:
Articles in Crop Science are of interest to researchers, policy makers, educators, and practitioners. The scope of articles in Crop Science includes crop breeding and genetics; crop physiology and metabolism; crop ecology, production, and management; seed physiology, production, and technology; turfgrass science; forage and grazing land ecology and management; genomics, molecular genetics, and biotechnology; germplasm collections and their use; and biomedical, health beneficial, and nutritionally enhanced plants. Crop Science publishes thematic collections of articles across its scope and includes topical Review and Interpretation, and Perspectives articles.