bioRxiv Science⌕ Search

Biology subjects

Spiekerman, J. J.

Publications and source records attributed to Spiekerman, J. J..

2 recordsLinked to original sources

Developing future resilience from signatures of adaptation across the sorghum pangenome

While the green revolution adapted a handful of crops to homogenous and high-input industrialized agriculture, much of the global population still relies on local food production from low-input smallholder farms that grow highly variable crop cultivars. The high diversity of the grain and bioenergy crop sorghum 1-4, and many other crops that were not homogenized during the green revolution 5, not only provides the raw materials for breeders to make substantial gains in cultivar improvement, but also constrains breeding efforts due to highly specialized locally adapted plant phenotypes 6. Here, we construct a 33-member pangenome and identify trait-associated variants in 1,988 cultivars and landraces. We then apply these resources to explore the complex interplay between historical contingency, ongoing adaptation, and the potential for future gains through climate-aware genome-enabled breeding. Specifically, our analyses conclusively demonstrate that multiple nested, deeply diverged, and previously uncharacterized structural variants in the domestication gene SHATTERING1 distinguish the previously established multicentric origin of sorghum. We then apply landscape genomics tests to reveal how gene flow, adaptation, and secondary contact created the complex genetic mosaic in current global breeding networks. Further analysis of climate-gene associations highlights candidate loci underlying adaptation, including the biosynthetic gene cluster for the cyanogenic glucoside dhurrin. Combined, the pangenome-informed variants developed here will enable both trait discovery and subsequent marker assays to accelerate breeding and provide a framework for similar applications in other diverse and non-model crops.

genomics↗

Two mutations in the same MYC-bHLH transcription factor cause segregation of purple coloration of stolons and seed heads in Zoysia japonica x Zoysia matrella F2 and F1 populations

Anthocyanins play diverse roles in plants, including attracting pollinators and protecting cells from oxidative damage. In zoysiagrass, a warm season turfgrass, their accumulation in seed heads and stolons can decrease the aesthetic appeal. In this study, a high-density genetic map with [~]8000 single nucleotide polymorphism (SNP) markers organized into 20 linkage groups was generated in a Zoysia japonica acc. Meyer x Zoysia matrella acc. PI 231146 F2 population. Using this genetic map, a large-effect quantitative trait locus (QTL) for anthocyanin variation in stolons and seed heads was mapped to chromosome 12 (PP locus). Variant analysis of a candidate gene for PP, Zjn_sc00004.1.g07010.1.sm.mk, which encodes a MYC-bHLH transcription factor that regulates anthocyanin biosynthesis, revealed a SNP at an exon-intron boundary in Meyer that led to intron retention. Interestingly, an F1 population derived from the same parents segregated for seed head color but uniformly displayed purple stolons. Seed head color in the F1 population co-mapped with the PP locus which, combined with genotypic and yeast two-hybrid analyses, revealed that a SNP in PI 231146 leading to an Ala163Ser substitution in the MYB-interacting N-terminal domain of the same MYC-bHLH transcription factor was likely causal. The Ala163Ser substitution affected interaction of MYC-bHLH with MYB in a MYB-dependent manner. The identified mutations can be exploited to develop cultivars with green seed heads and stolons. The high-marker-density interspecific Z. japonica x Z. matrella F2 genetic map also provides a robust tool for identifying genomic regions and genes of agronomic interest that differentiate the two species.

genetics↗