Gene

Enhancer

Epigenomics

Genome

Gene expression

Regulation of gene expression

Molecular evolution

DNA methylation

Regulatory sequence

Genetics

Convergent evolution

Computational biology

Evolutionary biology

Chromatin

Biology

Phylogenetics

Science

A core question in evolutionary biology is whether convergent phenotypic evolution is driven by convergent molecular changes in proteins or regulatory regions. We combined phylogenomic, developmental, and epigenomic analysis of 11 new genomes of paleognathous birds, including an extinct moa, to show that convergent evolution of regulatory regions, more so than protein-coding genes, is prevalent among developmental pathways associated with independent losses of flight. A Bayesian analysis of 284,001 conserved noncoding elements, 60,665 of which are corroborated as enhancers by open chromatin states during development, identified 2355 independent accelerations along lineages of flightless paleognaths, with functional consequences for driving gene expression in the developing forelimb. Our results suggest that the genomic landscape associated with morphological convergence in ratites has a substantial shared regulatory component.

Convergent regulatory evolution and loss of flight in paleognathous birds