Charlie Hale
charleshale.bsky.social
Charlie Hale
@charleshale.bsky.social
PhD student in the Buckler Lab at Cornell. Genomics, evolution, agriculture.
October 31, 2025 at 8:12 PM
@tomkimmerer.bsky.social Thank you! "A bit nuts" is fair 😂
April 27, 2025 at 2:12 PM
8/ Many thanks to all the collaborators on this project who helped bring together this neat dataset.

And to all the past/present stewards of grass diversity who have studied and preserved grasses.

Preprint + code here: www.biorxiv.org/content/10.1...
github.com/maize-geneti...
Extensive modulation of a conserved cis-regulatory code across 589 grass species
The growing availability of genomes from non-model organisms offers new opportunities to identify functional loci underlying trait variation through comparative genomics. While cis-regulatory regions drive much of phenotypic evolution, linking them to specific functions remains challenging. We identified 514 cis-regulatory motifs enriched in regulatory regions of five diverse grass species, with 73% consistently enriched across all, suggesting a deeply conserved regulatory code. We then quantified conservation of specific motif instances across 589 grass species, revealing widespread gain and loss over evolutionary time. Conservation declined rapidly over the first few million years of divergence, yet ~50% of motif instances were conserved back to the origin of grasses ~100 million years ago. Conservation patterns varied by gene class, with modestly higher conservation at transcription factor genes. To test for adaptive cis-regulatory changes, we used phylogenetic mixed models to identify motif gains and losses associated with ecological niche transitions. Our models revealed polygenic adaptation across 810 motif-orthogroup combinations, including convergent gains of HSF/GARP motifs at an Alpha-N-acetylglucosaminidase gene associated with adaptation to temperate environments. Our results support a model in which cis-regulatory evolution involves extensive turnover of individual binding site instances while largely preserving transcription factors' binding preferences. Convergent cis-regulatory changes at hundreds to thousands of genes likely contribute to environmental adaptation. Our results highlight the potential of comparative genomics and phylogenetic mixed models to reveal the genetic basis of complex traits. ### Competing Interest Statement The authors have declared no competing interest. National Science Foundation, https://ror.org/021nxhr62, 1822330, 2139899, 1907343 United States Department of Agriculture, , 8062-21000-052-004-A, 8062-21000-052-000-D National Institutes of Health, , 1R00GM144742
www.biorxiv.org
April 27, 2025 at 2:06 PM
7/ Big picture:
Cross-species regulatory evolution looks a lot like within-species GWAS — small shifts at many genes, no single “master regulator.” Makes trait transfer across species difficult, though lots of possible targets.

The explosion of sequenced genomes is making this kind of possible.
April 27, 2025 at 2:00 PM
6/ One neat example:
Gains of HSF/GARP motifs at an alpha-N-acetylglucosaminidase gene were associated with cold adaptation across the family.

Not universal (happening in maybe ~25% of temperate adaptation events), but recurrent. Possible role in protein misfolding response under low temperature?
April 27, 2025 at 1:57 PM