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.

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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

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article

The structural history of Eukarya

Patrick Bryant, Qiuzhen Li, Diandra Daumiller
Science Advances
Genomics and Phylogenetic Studies
article

The structural history of Eukarya

Patrick Bryant, Qiuzhen Li, Diandra Daumiller
article en

Abstract

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.

Science AdvancesVol. 12(44)
Stockholm University (SE), Science for Life Laboratory (SE)
DeepMind, Knut och Alice Wallenbergs Stiftelse, National Supercomputer Centre, Linköpings Universitet
Openalex Percentile: Top 23%
Genomics and Phylogenetic Studies
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