Computed structures of core eukaryotic protein complexes.

Computed structures of core eukaryotic protein complexes.
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DOI:
10.1126/science.abm4805
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发表时间:
2021-12-10
期刊:
Science (New York, N.Y.)
影响因子:
--
通讯作者:
Baker D
Baker D
中科院分区:
其他
文献类型:
--
作者:
Humphreys IR;Pei J;Baek M;Krishnakumar A;Anishchenko I;Ovchinnikov S;Zhang J;Ness TJ;Banjade S;Bagde SR;Stancheva VG;Li XH;Liu K;Zheng Z;Barrero DJ;Roy U;Kuper J;Fernández IS;Szakal B;Branzei D;Rizo J;Kisker C;Greene EC;Biggins S;Keeney S;Miller EA;Fromme JC;Hendrickson TL;Cong Q;Baker D

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Protein-protein interactions play critical roles in biology, but the structures of many eukaryotic protein complexes are unknown, and there are likely many interactions not yet identified. We take advantage of advances in proteome-wide amino acid coevolution analysis and deep-learning-based structure modeling to systematically identify and build accurate models of core eukaryotic protein complexes within the Saccharomyces cerevisiae proteome. We use a combination of RoseTTAFold and AlphaFold to screen through paired multiple sequence alignments for 8.3 million pairs of yeast proteins, identify 1,505 likely to interact, and build structure models for 106 previously unidentified assemblies and 806 that have not been structurally characterized. These complexes, which have as many as 5 subunits, play roles in almost all key processes in eukaryotic cells and provide broad insights into biological function.
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