Reconstructing ancient genomes from gene counts: A robust likelihood framework with sampling bias correction

Proceedings of the National Academy of Sciences, Volume 123, Issue 19, May 2026. <br/>SignificanceHow has evolution shaped the diverse gene repertoires of extant genomes? We find that current methods seeking to reconcile a genome phylogeny with complex gene sequence histories quickly hit a crisis-point where the phylogenetic signal for …