农业科学学报(英文)2024,Vol.23Issue(10) :3406-3418.DOI:10.1016/j.jia.2024.03.037

Mining elite loci and candidate genes for root morphology-related traits at the seedling stage by genome-wide association studies in upland cotton (Gossypium hirsutum L.)

Huaxiang Wu Xiaohui Song Muhammad Waqas-Amjid Chuan Chen Dayong Zhang Wangzhen Guo
农业科学学报(英文)2024,Vol.23Issue(10) :3406-3418.DOI:10.1016/j.jia.2024.03.037

Mining elite loci and candidate genes for root morphology-related traits at the seedling stage by genome-wide association studies in upland cotton (Gossypium hirsutum L.)

Huaxiang Wu 1Xiaohui Song 1Muhammad Waqas-Amjid 1Chuan Chen 1Dayong Zhang 1Wangzhen Guo1
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作者信息

  • 1. State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization/Engineering Research Center of Cotton Germplasm Enhancement and Application,Ministry of Education/Nanjing Agricultural University,Nanjing 210095,China
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Abstract

Root system architecture plays an essential role in water and nutrient acquisition in plants,and it is significantly involved in plant adaptations to various environmental stresses.In this study,a panel of 242 cotton accessions was collected to investigate six root morphological traits at the seedling stage,including main root length (MRL),root fresh weight (RFW),total root length (TRL),root surface area (RSA),root volume (RV),and root average diameter (AvgD).The correlation analysis of the six root morphological traits revealed strong positive correlations of TRL with RSA,as well as RV with RSA and AvgD,whereas a significant negative correlation was found between TRL and AvgD.Subsequently,a genome-wide association study (GWAS) was performed using the root phenotypic and genotypic data reported previously for the 242 accessions using 56,010 single nucleotide polymorphisms (SNPs) from the CottonSNP80K array.A total of 41 quantitative trait loci (QTLs) were identified,including nine for MRL,six for RFW,nine for TRL,12 for RSA,12 for RV and two for AvgD.Among them,eight QTLs were repeatedly detected in two or more traits.Integrating these results with a transcriptome analysis,we identified 17 candidate genes with high transcript values of transcripts per million (TPM)≥30 in the roots.Furthermore,we functionally verified the candidate gene GH_D05G2106,which encodes a WPP domain protein 2 in root development.A virus-induced gene silencing (VIGS) assay showed that knocking down GH_D05G2106 significantly inhibited root development in cotton,indicating its positive role in root system architecture formation.Collectively,these results provide a theoretical basis and candidate genes for future studies on cotton root developmental biology and root-related cotton breeding.

Key words

cotton/root-morphology traits/quantitative trait loci/candidate genes/GWAS

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出版年

2024
农业科学学报(英文)
中国农业科学院农业信息研究所

农业科学学报(英文)

CSTPCD
影响因子:0.576
ISSN:2095-3119
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