Protein-protein interactions are fundamental to many biological processes. Experimental screens have identified tens of thousands of interactions and structural biology has provided detailed functional insight for select 3D protein complexes. An alternative rich source of information about protein interactions is the evolutionary sequence record. Building on earlier work, we show that analysis of correlated evolutionary sequence changes across proteins identifies residues that are close in space with sufficient accuracy to determine the three-dimensional structure of the protein complexes. We evaluate prediction performance in blinded tests on 76 complexes of known 3D structure, predict protein-protein contacts in 32 complexes of unknown st...
Motivation: Although a great deal of progress is being made in the development of fast and reliable ...
Proteins involved in interactions throughout the course of evolution tend to co-evolve and compensat...
<div><p>Interaction between proteins is a fundamental mechanism that underlies virtually all biologi...
Protein-protein interactions are fundamental to many biological processes. Experimental screens have...
Protein-protein interactions are fundamental to many biological processes. Experimental screens have...
The evolutionary trajectory of a protein through sequence space is constrained by its function. Coll...
Author summary Many biologically important protein-protein interactions are conserved over evolution...
Thesis (Ph.D.)--University of Washington, 2017-08For billions of years, nature has been conducting t...
The dissertation describes computational methods that can be used to predict structure, function, an...
Many proteins have evolved to form specific molecular complexes and the specificity of this interact...
Functional protein-protein interactions are crucial in most cellular processes. They enable multi-pr...
Do the amino acid sequence identities of residues that make contact across protein interfaces covary...
Determining which proteins interact together is crucial to a systems-level understanding of the cell...
Protein-protein interactions are part of all biological processes and are responsible for directing ...
Here we review the methods for the prediction of protein interactions and the ideas in protein evolu...
Motivation: Although a great deal of progress is being made in the development of fast and reliable ...
Proteins involved in interactions throughout the course of evolution tend to co-evolve and compensat...
<div><p>Interaction between proteins is a fundamental mechanism that underlies virtually all biologi...
Protein-protein interactions are fundamental to many biological processes. Experimental screens have...
Protein-protein interactions are fundamental to many biological processes. Experimental screens have...
The evolutionary trajectory of a protein through sequence space is constrained by its function. Coll...
Author summary Many biologically important protein-protein interactions are conserved over evolution...
Thesis (Ph.D.)--University of Washington, 2017-08For billions of years, nature has been conducting t...
The dissertation describes computational methods that can be used to predict structure, function, an...
Many proteins have evolved to form specific molecular complexes and the specificity of this interact...
Functional protein-protein interactions are crucial in most cellular processes. They enable multi-pr...
Do the amino acid sequence identities of residues that make contact across protein interfaces covary...
Determining which proteins interact together is crucial to a systems-level understanding of the cell...
Protein-protein interactions are part of all biological processes and are responsible for directing ...
Here we review the methods for the prediction of protein interactions and the ideas in protein evolu...
Motivation: Although a great deal of progress is being made in the development of fast and reliable ...
Proteins involved in interactions throughout the course of evolution tend to co-evolve and compensat...
<div><p>Interaction between proteins is a fundamental mechanism that underlies virtually all biologi...