Characterization of Grain Structure Using Micro-CT and Identification of Related Candidate Genes by QTL Mapping in Foxtail Millet
Foxtail millet is a plant that is highly drought-resistant and rich in nutrients. Its grain structure traits are linked with water uptake during grain germination, which is closely related to plant density for high yield under rain fed regions; however, there is no related research. Using Micro-CT technology, we investigated a total of 15 internal structure traits of foxtail millet grains, such as the volume and surface area of the embryo, endosperm, cavity, hull, and whole grain, and mapped relevant quantitative trait loci (QTLs) using recombination inbred lines (RILs). With phenotypic variations in these traits and genome sequences of 100 foxtail millet RILs, four QTLs were identified. In combination with transcriptome profiling during grain development, we identified seven candidate genes that may play a role in the regulation of grain structure in foxtail millet.
Authors
- Dianjing Guo (ORCID: https://orcid.org/0009-0003-1850-0863)
- Biao Lei (ORCID: https://orcid.org/0000-0001-5255-2278)
- Meixia Tan (ORCID: https://orcid.org/0009-0009-1950-945X)
- Siyu Hou (ORCID: https://orcid.org/0000-0001-8341-6607)
- Fangfang Ma (ORCID: https://orcid.org/0009-0006-8121-3420)
- Xiaodong Liu (ORCID: https://orcid.org/0000-0002-6879-990X)
- Yang Yang (ORCID: https://orcid.org/0000-0002-2255-7251)
- Yuanhuai Han
- Jiarong Zhang (ORCID: https://orcid.org/0000-0002-2668-1305)
- Jiwan Han
- Yuyuan Miao (ORCID: https://orcid.org/0009-0000-4354-8138)
Institutions
- Shanxi Agricultural University (CN)
- Jinzhong University (CN)
Publication Details
- Journal
- Plants
- Published
- 2025-11-26
- DOI
- https://doi.org/10.3390/plants14233603
- Primary Topic
- Genetic Mapping and Diversity in Plants and Animals
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- Shanxi Agricultural University