4.5 Article

A genome variation map provides insights into the genetics of walnut adaptation and agronomic traits

期刊

GENOME BIOLOGY
卷 22, 期 1, 页码 -

出版社

BMC
DOI: 10.1186/s13059-021-02517-6

关键词

Walnut; Juglans regia; Improvement; Adaptation; GWAS

资金

  1. State Key Laboratory of Tree Genetics and Breeding support program [CAFYBB2019ZY001]
  2. National Key Research and Development Program of China [2018YFD1000604]
  3. Fundamental Research Funds for the Central Non-profit Research Institution of CAF [CAFYBB2017ZA004-2]
  4. National Innovation Alliance of Walnut Industry (NAWI)

向作者/读者索取更多资源

This study generated a comprehensive walnut genomic variation map based on whole-genome resequencing, revealing extensive hybridization between Chinese J. regia and J. sigillata, increasing genetic diversity and heterozygous mutations during improvement, and identifying major-effect loci involved in walnut adaptations and agronomic traits.
Background Common walnut (Juglans regia L.) is one of the top four most consumed nuts in the world due to its health benefits and pleasant taste. Despite its economic importance, the evolutionary history and genetic control of its adaptation and agronomic traits remain largely unexplored. Results We report a comprehensive walnut genomic variation map based on whole-genome resequencing of 815 walnut accessions. Evolutionary analyses suggest that Chinese J. regia diverged from J. sigillata with extensive hybridizations after the split of the two species. In contrast to annual crops, the genetic diversity and heterozygous deleterious mutations of Chinese common walnut trees have continued to increase during the improvement process. Selective sweep analyses identify 902 genes uniquely selected in the improved common walnut compared to its progenitor population. Five major-effect loci are identified to be involved in walnut adaptations to temperature, precipitation, and altitude. Genome-wide association studies reveal 27 genomic loci responsible for 18 important agronomic traits, among which JrFAD2 and JrANR are the potentially major-effect causative genes controlling linoleic acid content and color of the endopleura of the nut, respectively. Conclusions The largest genomic resource for walnuts to date has been generated and explored in this study, unveiling their evolutionary history and cracking the genetic code for agronomic traits and environmental adaptation of this economically crucial crop tree.

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