4.7 Article

Genome-wide analyses reveal footprints of divergent selection and popping-related traits in CIMMYT's maize inbred lines

Journal

JOURNAL OF EXPERIMENTAL BOTANY
Volume 72, Issue 4, Pages 1307-1320

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/jxb/eraa480

Keywords

EigenGWAS; GWAS; maize adaptation; popping traits; quality traits; tropical maize landrace

Categories

Funding

  1. National Key Research and Development Program of China [2016YFD0100303]
  2. CGIAR Genebank Platform
  3. CGIAR Research Program MAIZE (CRP-MAIZE)
  4. Government of Australia
  5. Government of Belgium
  6. Government of Canada
  7. Government of China
  8. Government of France
  9. Government of India
  10. Government of Japan
  11. Government of Korea
  12. Government of Mexico
  13. Government of Netherlands
  14. Government of New Zealand
  15. Government of Norway
  16. Government of Sweden
  17. Government of Switzerland
  18. Government of United Kingdom
  19. Government of United States
  20. World Bank

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This study characterized phenotypic variation for popping-related traits in maize kernels among 526 CIMMYT inbred lines and identified trait-associated loci through genome-wide association study. It revealed that many of these loci have undergone selection, with an average frequency of 55.27% for alleles promoting popping. This work not only pinpointed previously unknown loci for popping-related traits, but also provided evidence of the role of a gradual loss of popping ability throughout the evolution of teosinte-to-modern maize.
Popcorn (Zea mays L. var. Everta) is the most ancient type of cultivated maize. However, there is little known about the genetics of popping-related traits based on genotyping-by-sequencing (GBS) technology. Here, we characterized the phenotypic variation for seven popping-related traits in maize kernels among 526 CIMMYT inbred lines (CMLs). In total, 155 083 high-quality single nucleotide polymorphism (SNP) markers were identified by a GBS approach. Several trait-associated loci were detected by genome-wide association study for color, popping expansion volume, shape, pericarp, flotation index, floury/vitreous, and protein content, explaining a majority of the observed phenotypic variance, and these were validated by a diverse panel comprising 764 tropical landrace accessions. Sixty two of the identified loci were recognized to have undergone selection. On average, there was a 55.27% frequency for alleles that promote popping in CMLs. Our work not only pinpoints previously unknown loci for popping-related traits, but also reveals that many of these loci have undergone selection. Beyond establishing a new benchmark for the genetics of popcorn, our study provides a foundation for gene discovery and breeding. It also presents evidence to investigate the role of a gradual loss of popping ability as a by-product of diversification of culinary uses throughout the evolution of teosinte-to-modern maize.

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