The structural history of Eukarya
Comparative genomics has traditionally relied on sequence-based markers, yet the global evolutionary landscape of protein architecture remains largely unexplored. We present the Structural History of Eukarya (SHE), a structural similarity-derived phylogeny from all-vs-all structural comparisons on the proteome level of 1542 eukaryotic species, encompassing nearly 300 trillion pairwise protein alignments. This proteome-scale analysis reveals a bipartite model of eukaryotic evolution: a rigid Strict Core dominated by cytoskeletal architecture, supporting a more plastic Operational Engine centered on translational machinery. We identify lineage-specific accelerations of structural evolution in species such as birds and ants that are decoupled from proteome expansion. Finally, we demonstrate that proteome-wide structural fidelity enables the functional annotation of uncharacterized proteins and a data-driven framework for model organism selection, replacing heuristic choices with quantitative matching to human biological processes. SHE is freely accessible as an interactive portal.
Authors
- Patrick Bryant (ORCID: https://orcid.org/0000-0003-3439-1866)
- Qiuzhen Li (ORCID: https://orcid.org/0009-0009-2913-4786)
- Diandra Daumiller (ORCID: https://orcid.org/0009-0009-5387-1292)
Institutions
- Stockholm University (SE)
- Science for Life Laboratory (SE)
Publication Details
- Journal
- Science Advances
- Published
- 2026-10-28
- DOI
- https://doi.org/10.1126/sciadv.aeh2524
- Primary Topic
- Genomics and Phylogenetic Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- DeepMind
- Knut och Alice Wallenbergs Stiftelse
- National Supercomputer Centre, Linköpings Universitet