Discriminating physiological from non‐physiological interfaces in structures of protein complexes: A community‐wide study

Authors: Schweke, Hugo, Xu, Qifang, Tauriello, Gerardo, Pantolini, Lorenzo, Schwede, Torsten, Cazals, Frédéric, Lhéritier, Alix, Fernandez‐Recio, Juan, Rodríguez‐Lumbreras, Luis Angel, Schueler‐Furman, Ora, Varga, Julia K., Jiménez‐García, Brian, Réau, Manon F., Bonvin, Alexandre M. J. J., Savojardo, Castrense, Martelli, Pier‐Luigi, Casadio, Rita, Tubiana, Jérôme, Wolfson, Haim J., Oliva, Romina, Barradas‐Bautista, Didier, Ricciardelli, Tiziana, Cavallo, Luigi, Venclovas, Česlovas, Olechnovič, Kliment, Guerois, Raphael, Andreani, Jessica, Martin, Juliette, Wang, Xiao, Terashi, Genki, Sarkar, Daipayan, Christoffer, Charles, Aderinwale, Tunde, Verburgt, Jacob, Kihara, Daisuke, Marchand, Anthony, Correia, Bruno E., Duan, Rui, Qiu, Liming, Xu, Xianjin, Zhang, Shuang, Zou, Xiaoqin, Dey, Sucharita, Dunbrack, Roland L., Levy, Emmanuel D., Wodak, Shoshana J.

Source: Proteomics. 23(17)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100192053847.0x000001&indx=1&recIds=ETOCvdc_100192053847.0x000001

DeepRank: a deep learning framework for data mining 3D protein-protein interfaces.

Authors: Renaud, Nicolas, Geng, Cunliang, Georgievska, Sonja, Ambrosetti, Francesco, Ridder, Lars, Marzella, Dario F., Réau, Manon F., Bonvin, Alexandre M. J. J., Xue, Li C.

Source: Nature Communications; 12/3/2021, Vol. 12 Issue 1, p1-8, 8p

Subject Terms: DATA mining, BIOLOGICAL classification, DEEP learning, CONVOLUTIONAL neural networks, PROTEIN structure