Genome-Wide Association Studies for Striga asiatica Resistance in Tropical Maize.

IF 2.6 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY International Journal of Genomics Pub Date : 2021-06-20 eCollection Date: 2021-01-01 DOI:10.1155/2021/9979146
Arthur Pfunye, Rwafa Rwafa, Stanford Mabasa, Edmore Gasura
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引用次数: 5

Abstract

Striga asiatica L. is a parasitic weed in cereal crops including maize leading to tremendous yield losses up to 100% under severe infestation. The available S. asiatica control methods include cultural control options such as uprooting and burning the Striga plants before they flower, field sanitation, crop rotation, intercropping, organic matter usage, improved fallows, and application of herbicides. Resource limitation among smallholder farmers renders almost all of the control methods impossible. Development and use of Striga resistant genotypes are seen as the most feasible management option. Marker identification formulates tools that are faster, cheaper, and easier to utilise in breeding for S. asiatica resistance which has low heritability. The objective of this study was to identify single nucleotide polymorphism (SNP) markers for Striga resistance using the genome-wide association study (GWAS). Genotyping by sequencing was done on tropical maize inbred lines followed by their evaluation for Striga resistance. Analysis of variance showed significant (p < 0.05) variation among evaluated genotypes for Striga resistance traits such as germination distance, germination percentage, haustoria root attachments, total Striga plants emerged, total biomass, and growth rate. There were also significant differences (p < 0.05) for cobs, leaves, stems, and roots weight. The broad sense heritability was fairly high (up to 61%) for most traits. The means for derived traits on stress tolerance indices were subjected to a t-test, and significant differences (p < 0.05) were found for leaves, stem, roots, shoots, and total biomass. The Manhattan plots from GWAS showed the presence of three SNP markers on chromosome numbers 5, 6, and 7 for total Striga plants emerged. The identified markers for resistance to S. asiatica should be validated and utilised to breed for Striga resistance in tropical maize.

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热带玉米抗亚洲曲菌的全基因组关联研究。
亚洲曲曲菌是一种寄生在玉米等谷类作物上的杂草,严重侵染可导致产量损失高达100%。现有的亚洲麦草病防治方法包括栽培防治方案,如在麦草开花前将其连根拔起并焚烧、田间卫生、轮作、间作、有机质使用、改良休耕和使用除草剂。小农的资源限制使得几乎所有的控制方法都不可能。开发和使用抗斯特里加基因型被视为最可行的管理选择。标记鉴定为遗传力低的亚洲葡萄球菌抗性育种提供了更快、更便宜、更容易的方法。本研究的目的是利用全基因组关联研究(GWAS)鉴定Striga耐药的单核苷酸多态性(SNP)标记。对热带玉米自交系进行了基因分型测序,并对其抗斯特里加菌性进行了评价。方差分析显示,不同基因型间的抗斯曲加菌萌发距离、发芽率、吸器根附着、斯曲加菌总出苗量、总生物量和生长率等性状差异显著(p < 0.05)。穗重、叶重、茎重、根重差异均显著(p < 0.05)。大多数性状的广义遗传率较高,可达61%。各衍生性状在抗逆性指标上的均值均经过t检验,叶、茎、根、芽和总生物量之间存在显著差异(p < 0.05)。GWAS的Manhattan图显示,在所有的Striga植株的第5、6和7号染色体上存在3个SNP标记。对已鉴定的亚洲曲线虫抗性标记进行验证,并应用于热带玉米抗曲线虫育种。
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来源期刊
International Journal of Genomics
International Journal of Genomics BIOCHEMISTRY & MOLECULAR BIOLOGY-BIOTECHNOLOGY & APPLIED MICROBIOLOGY
CiteScore
5.40
自引率
0.00%
发文量
33
审稿时长
17 weeks
期刊介绍: International Journal of Genomics is a peer-reviewed, Open Access journal that publishes research articles as well as review articles in all areas of genome-scale analysis. Topics covered by the journal include, but are not limited to: bioinformatics, clinical genomics, disease genomics, epigenomics, evolutionary genomics, functional genomics, genome engineering, and synthetic genomics.
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