Struct2Graph: a graph attention network for structure based predictions of protein–protein interactions

Struct2Graph: a graph attention network for structure based predictions of protein–protein interactions

Abstract Background Development of new methods for analysis of protein–protein interactions (PPIs) at molecular and nanometer scales gives insights into intracellular signaling pathways and will improve understanding of protein functions, as well as other nanoscale structures of biological and abiol...

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Bibliographic Details
Main Authors: Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine S. Turali-Emre, Paolo Elvati, Shivani Kozarekar, J. Scott VanEpps, Nicholas A. Kotov, Angela Violi, Alfred O. Hero
Format: Article
Language:English
Published: BMC 2022-09-01
Series:BMC Bioinformatics
Subjects:
Protein–protein interaction
Deep learning
Structure-based prediction
Graph attention network
Online Access:https://doi.org/10.1186/s12859-022-04910-9

Internet

https://doi.org/10.1186/s12859-022-04910-9

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