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Identifying candidate genes for Phytophthora capsici resistance in pepper (Capsicum annuum) via genotyping-by-sequencing-based QTL mapping and genome-wide association study

机译:通过基于序列的基因分型QTL作图和全基因组关联研究鉴定辣椒中辣椒疫霉菌抗性的候选基因

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摘要

Phytophthora capsici (Leon.) is a globally prevalent, devastating oomycete pathogen that causes root rot in pepper (Capsicum annuum). Several studies have identified quantitative trait loci (QTL) underlying resistance to P. capsici root rot (PcRR). However, breeding for pepper cultivars resistant to PcRR remains challenging due to the complexity of PcRR resistance. Here, we combined traditional QTL mapping with GWAS to broaden our understanding of PcRR resistance in pepper. Three major-effect loci (5.1, 5.2, and 5.3) conferring broad-spectrum resistance to three isolates of P. capsici were mapped to pepper chromosome P5. In addition, QTLs with epistatic interactions and minor effects specific to isolate and environment were detected on other chromosomes. GWAS detected 117 significant SNPs across the genome associated with PcRR resistance, including SNPs on chromosomes P5, P7, and P11 that colocalized with the QTLs identified here and in previous studies. Clusters of candidate nucleotide-binding site-leucine-rich repeat (NBS-LRR) and receptor-like kinase (RLK) genes were predicted within the QTL and GWAS regions; such genes often function in disease resistance. These candidate genes lay the foundation for the molecular dissection of PcRR resistance. SNP markers associated with QTLs for PcRR resistance will be useful for marker-assisted breeding and genomic selection in pepper breeding.
机译:辣椒疫霉(Leon。)是一种全球流行的破坏性卵菌病原体,可引起辣椒(辣椒)的根腐病。一些研究已经确定了对辣椒辣椒根腐病(PcRR)的抗性的定量性状位点(QTL)。然而,由于PcRR抗性的复杂性,针对PcRR抗性的辣椒品种的育种仍然具有挑战性。在这里,我们将传统的QTL映射与GWAS结合使用,以拓宽我们对辣椒中PcRR抗性的了解。将三个对辣椒辣椒的分离株具有广谱抗药性的三个主要效应基因座(5.1、5.2和5.3)定位到辣椒染色体P5。此外,在其他染色体上还检测到具有上位性相互作用且对分离物和环境具有轻微影响的QTL。 GWAS在整个基因组中检测到117个与PcRR抗性相关的重要SNP,包括在P5,P7和P11染色体上的SNP,这些SNP与此处和以前的研究中确定的QTL共同定位。在QTL和GWAS区域内预测了候选核苷酸结合位点-富含亮氨酸的重复序列(NBS-LRR)和受体样激酶(RLK)基因的簇;这些基因通常在抗病性中起作用。这些候选基因为PcRR抗性的分子解剖奠定了基础。与QTL的PcRR抗性相关的SNP标记可用于辣椒育种中的标记辅助育种和基因组选择。

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