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Pangenome analysis reveals genomic variations associated with domestication traits in broomcorn millet.

Jinfeng ChenYang LiuMinxuan LiuWenlei GuoYongqiang WangQiang HeWeiyao ChenYi LiaoWei ZhangYuanzhu GaoKongjun DongRuiyu RenTianyu YangLiyuan ZhangMingyu QiZhiguang LiMin ZhaoHaigang WangJunjie WangZhijun QiaoHaiquan LiYanmiao JiangGuoqing LiuXiaoqiang SongYarui DengHai LiFeng YanYang DongQingquan LiTao LiWenyao YangJianghui CuiHongru WangYongfeng ZhouXiaoming ZhangGuanqing JiaPing LuHui ZhiSha TangXianmin Diao
Published in: Nature genetics (2023)
Broomcorn millet (Panicum miliaceum L.) is an orphan crop with the potential to improve cereal production and quality, and ensure food security. Here we present the genetic variations, population structure and diversity of a diverse worldwide collection of 516 broomcorn millet genomes. Population analysis indicated that the domesticated broomcorn millet originated from its wild progenitor in China. We then constructed a graph-based pangenome of broomcorn millet based on long-read de novo genome assemblies of 32 representative accessions. Our analysis revealed that the structural variations were highly associated with transposable elements, which influenced gene expression when located in the coding or regulatory regions. We also identified 139 loci associated with 31 key domestication and agronomic traits, including candidate genes and superior haplotypes, such as LG1, for panicle architecture. Thus, the study's findings provide foundational resources for developing genomics-assisted breeding programs in broomcorn millet.
Keyphrases
  • genome wide
  • gene expression
  • dna methylation
  • copy number
  • public health
  • climate change
  • deep learning
  • quality improvement
  • cell fate