Developing future resilience from signatures of adaptation across the sorghum pangenome
Morris, G. P.; Harder, A. M.; Healey, A. L.; McLaughlin, C. M.; Rice, B. R.; Cruet-Burgos, C.; Jenkins, J. W.; Rifkin, J.; Shu, S.; Spiekerman, J. J.; VanGessel, C. J.; Agnew, E.; Audebert, A.; Barry, K.; Baxter, I.; Beurier, G.; Boston, L. B.; Boyles, R. E.; Brady, S. M.; Bunting, V.; Chaparro, J.; Courtney, C.; Dembele, J. S. B.; Deshpande, S.; Diatta, C.; Eck, N.; Eveland, A.; Faye, J. M.; Fonceka, D.; Gano, B.; de Gracia Coquerel, M.; Goodstein, D.; Grimwood, J.; Hudson, M.; Kholova, J.; Johnson, K.; Johnson, K. K.; Kawa, D.; Kouressy, M.; Kresovich, S.; Lee, S.; Lemaux, P.; Lowery, R.; Lu
Show abstract
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.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Chromosome evolution and the genetic basis of agronomically important traits in greater yam 99%
- Reference genome and resequencing of 305 accessions provide insights into spinach evolution, domestication and genetic basis of agronomic traits 97%
- Selection and adaptive introgression guided the complex evolutionary history of the European common bean 97%
Similar papers in this journal
- Comparative transcriptomics in ferns reveals key innovations and divergent evolution of secondary cell wall 96%
- Heritable microbiome variation is correlated with source environment in locally adapted maize varieties 96%
- A wheat kinase and immune receptor form the host-specificity barrier against the blast fungus 95%
Similar papers in this journal
- Prediction of evolutionary constraint by genomic annotations improves prioritization of causal variants in maize 96%
- WUSCHEL-dependent chromatin regulation in maize inflorescence development at single-cell resolution 95%
- Multi-omics analysis reveals the molecular response to heat stress in a "red tide" dinoflagellate 94%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.