Academic Journal

Community-wide evaluation of methods for predicting the effect of mutations on protein-protein interactions

التفاصيل البيبلوغرافية
العنوان: Community-wide evaluation of methods for predicting the effect of mutations on protein-protein interactions
المؤلفون: Moretti, Rocco, Fleishman, Sarel J, Agius, Rudi, Torchala, Mieczyslaw, Bates, Paul A, Kastritis, Panagiotis L, Garcia Lopes Maia Rodrigues, João, Trellet, Mikaël, Bonvin, Alexandre M J J, Cui, Meng, Rooman, Marianne, Gillis, Dimitri, Dehouck, Yves, Moal, Iain, Romero-Durana, Miguel, Perez-Cano, Laura, Pallara, Chiara, Jimenez, Brian, Fernandez-Recio, Juan, Flores, Samuel, Pacella, Michael, Praneeth Kilambi, Krishna, Gray, Jeffrey J, Popov, Petr, Grudinin, Sergei, Esquivel-Rodríguez, Juan, Kihara, Daisuke, Zhao, Nan, Korkin, Dmitry, Zhu, Xiaolei, Demerdash, Omar N A, Mitchell, Julie C, Kanamori, Eiji, Tsuchiya, Yuko, Nakamura, Haruki, Lee, Hasup, Park, Hahnbeom, Seok, Chaok, Sarmiento, Jamica, Liang, Shide, Teraguchi, Shusuke, Standley, Daron M, Shimoyama, Hiromitsu, Terashi, Genki, Takeda-Shitaka, Mayuko, Iwadate, Mitsuo, Umeyama, Hideaki, Beglov, Dmitri, Hall, David R, Kozakov, Dima, Vajda, Sandor, Pierce, Brian G, Hwang, Howook, Vreven, Thom, Weng, Zhiping, Huang, Yangyu, Li, Haotian, Yang, Xiufeng, Ji, Xiaofeng, Liu, Shiyong, Xiao, Yi, Zacharias, Martin, Qin, Sanbo, Zhou, Huan-Xiang, Huang, Sheng-You, Zou, Xiaoqin, Velankar, Sameer, Janin, Joël, Wodak, Shoshana J, Baker, David
المساهمون: Sub NMR Spectroscopy, NMR Spectroscopy
سنة النشر: 2013
مصطلحات موضوعية: Algorithms, Databases, Protein, Mutation, Protein Binding, Protein Interaction Mapping, CAPRI, hemagglutinin, binding, deep mutational scanning, yeast display, Taverne
الوصف: Community-wide blind prediction experiments such as CAPRI and CASP provide an objective measure of the current state of predictive methodology. Here we describe a community-wide assessment of methods to predict the effects of mutations on protein-protein interactions. Twenty-two groups predicted the effects of comprehensive saturation mutagenesis for two designed influenza hemagglutinin binders and the results were compared with experimental yeast display enrichment data obtained using deep sequencing. The most successful methods explicitly considered the effects of mutation on monomer stability in addition to binding affinity, carried out explicit side-chain sampling and backbone relaxation, evaluated packing, electrostatic, and solvation effects, and correctly identified around a third of the beneficial mutations. Much room for improvement remains for even the best techniques, and large-scale fitness landscapes should continue to provide an excellent test bed for continued evaluation of both existing and new prediction methodologies.
نوع الوثيقة: article in journal/newspaper
وصف الملف: image/pdf
اللغة: English
تدمد: 0887-3585
Relation: https://dspace.library.uu.nl/handle/1874/384447
الاتاحة: https://dspace.library.uu.nl/handle/1874/384447
Rights: info:eu-repo/semantics/OpenAccess
رقم الانضمام: edsbas.665F7837
قاعدة البيانات: BASE