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利用全基因组关联研究、QTL-seq 和转录组测序技术在棉花中检测候选基因并开发黄萎病抗性的 KASP 标记。

Detection of candidate genes and development of KASP markers for Verticillium wilt resistance by combining genome-wide association study, QTL-seq and transcriptome sequencing in cotton.

机构信息

State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, Henan, China.

Zhengzhou Research Base, State Key Laboratory of Cotton Biology, Zhengzhou University, Zhengzhou, China.

出版信息

Theor Appl Genet. 2021 Apr;134(4):1063-1081. doi: 10.1007/s00122-020-03752-4. Epub 2021 Jan 12.

Abstract

Combining GWAS, QTL-seq and transcriptome sequencing detected basal defense-related genes showing gDNA sequence variation and expression difference in diverse cotton lines, which might be the molecular mechanisms of VW resistance in G. hirsutum. Verticillium wilt (VW), which is caused by the soil-borne fungus Verticillium dahliae, is a major disease in cotton (Gossypim hirsutum) worldwide. To facilitate the understanding of the genetic basis for VW resistance in cotton, a genome-wide association study (GWAS), QTL-seq and transcriptome sequencing were performed. The GWAS of VW resistance in a panel of 120 core elite cotton accessions using the Cotton 63K Illumina Infinium SNP array identified 5 QTL from 18 significant SNPs meeting the 5% false discovery rate threshold on 5 chromosomes. All QTL identified through GWAS were found to be overlapped with previously reported QTL. By combining GWAS, QTL-seq and transcriptome sequencing, we identified eight candidate genes showing both gDNA sequence variation and expression difference between resistant and susceptible lines, most related to transcription factors (TFs), flavonoid biosynthesis and those involving in the plant basal defense and broad-spectrum disease resistance. Ten KASP markers were successfully validated in diverse cotton lines and could be deployed in marker-assisted breeding to enhance VW resistance. These results supported our inference that the gDNA sequence variation or expression difference of those genes involving in the basal defense in diverse cotton lines might be the molecular mechanisms of VW resistance in G. hirsutum.

摘要

结合全基因组关联分析(GWAS)、QTL-seq 和转录组测序,在不同棉花品系中检测到与基础防御相关的基因,这些基因表现出 gDNA 序列变异和表达差异,这可能是 G. hirsutum 对 VW 抗性的分子机制。黄萎病(VW)是由土壤传播真菌 Verticillium dahliae 引起的,是世界范围内棉花(Gossypim hirsutum)的主要病害。为了促进对棉花 VW 抗性遗传基础的理解,进行了全基因组关联分析(GWAS)、QTL-seq 和转录组测序。利用 Cotton 63K Illumina Infinium SNP 阵列对 120 个核心棉花优良品种进行 VW 抗性的 GWAS,在 5 个染色体上鉴定出 18 个显著 SNP 中有 5 个 QTL 达到 5%的假发现率阈值。通过 GWAS 鉴定的所有 QTL 均与先前报道的 QTL 重叠。通过将 GWAS、QTL-seq 和转录组测序相结合,我们鉴定出 8 个候选基因,它们在抗性和感病品系之间表现出 gDNA 序列变异和表达差异,这些基因大多与转录因子(TFs)、类黄酮生物合成以及与植物基础防御和广谱抗病性相关。在不同的棉花品系中成功验证了 10 个 KASP 标记,可用于标记辅助选择以提高 VW 抗性。这些结果支持我们的推断,即不同棉花品系中涉及基础防御的这些基因的 gDNA 序列变异或表达差异可能是 G. hirsutum 对 VW 抗性的分子机制。

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