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

Author:

Chen JinfengORCID,Liu YangORCID,Liu Minxuan,Guo WenleiORCID,Wang Yongqiang,He QiangORCID,Chen Weiyao,Liao YiORCID,Zhang WeiORCID,Gao Yuanzhu,Dong Kongjun,Ren Ruiyu,Yang Tianyu,Zhang Liyuan,Qi Mingyu,Li Zhiguang,Zhao Min,Wang Haigang,Wang Junjie,Qiao Zhijun,Li Haiquan,Jiang Yanmiao,Liu Guoqing,Song Xiaoqiang,Deng Yarui,Li Hai,Yan Feng,Dong Yang,Li Qingquan,Li Tao,Yang Wenyao,Cui Jianghui,Wang HongruORCID,Zhou YongfengORCID,Zhang XiaomingORCID,Jia GuanqingORCID,Lu Ping,Zhi Hui,Tang ShaORCID,Diao XianminORCID

Abstract

AbstractBroomcorn 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.

Publisher

Springer Science and Business Media LLC

Subject

Genetics

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