Literature DB >> 26587593

Computational Alanine Scanning Mutagenesis: MM-PBSA vs TI.

Sílvia A Martins1, Marta A S Perez1, Irina S Moreira1, Sérgio F Sousa1, M J Ramos1, P A Fernandes1.   

Abstract

Understanding protein-protein association and being able to determine the crucial residues responsible for their association (hot-spots) is a key issue with huge practical applications such as rational drug design and protein engineering. A variety of computational methods exist to detect hot-spots residues, but the development of a fast and accurate quantitative alanine scanning mutagenesis (ASM) continues to be crucial. Using four protein-protein complexes, we have compared a variation of the standard computational ASM protocol developed at our group, based on the Molecular Mechanics/Poisson-Boltzmann Surface Area (MM-PBSA) approach, against Thermodynamic Integration (TI), a well-known and accurate but computationally expensive method. To compare the efficiency and the accuracy of the two methods, we have calculated the protein-protein binding free energy differences upon alanine mutation of interfacial residues (ΔΔGbind). In relation to the experimental ΔΔGbind values, the average error obtained with TI was 1.53 kcal/mol, while the ASM protocol resulted in an average error of 1.18 kcal/mol. The results demonstrate that the much faster ASM protocol gives results at the same level of accuracy as the TI method but at a fraction of the computational time required to run TI. This ASM protocol is therefore a strong and efficient alternative to the systematic evaluation of protein-protein interfaces, involving hundreds of amino acid residues in search of hot-spots.

Entities:  

Year:  2013        PMID: 26587593     DOI: 10.1021/ct4000372

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  18 in total

1.  Molecular determinants of tetramerization in the KcsA cytoplasmic domain.

Authors:  Guy Kamnesky; Orel Hirschhorn; Hadassa Shaked; Jingfei Chen; Lishan Yao; Jordan H Chill
Journal:  Protein Sci       Date:  2014-08-12       Impact factor: 6.725

2.  Discovery of new druggable sites in the anti-cholesterol target HMG-CoA reductase by computational alanine scanning mutagenesis.

Authors:  D S Gesto; N M F S A Cerqueira; M J Ramos; P A Fernandes
Journal:  J Mol Model       Date:  2014-03-27       Impact factor: 1.810

Review 3.  Computational Tools and Strategies to Develop Peptide-Based Inhibitors of Protein-Protein Interactions.

Authors:  Maxence Delaunay; Tâp Ha-Duong
Journal:  Methods Mol Biol       Date:  2022

4.  Computational analysis of hot spots and binding mechanism in the PD-1/PD-L1 interaction.

Authors:  Dading Huang; Wei Wen; Xiao Liu; Yang Li; John Z H Zhang
Journal:  RSC Adv       Date:  2019-05-14       Impact factor: 4.036

5.  Characterizing the Hot Spots Involved in RON-MSPβ Complex Formation Using In Silico Alanine Scanning Mutagenesis and Molecular Dynamics Simulation.

Authors:  Omid Zarei; Maryam Hamzeh-Mivehroud; Silvia Benvenuti; Fulya Ustun-Alkan; Siavoush Dastmalchi
Journal:  Adv Pharm Bull       Date:  2017-04-13

6.  Saturation Mutagenesis by Efficient Free-Energy Calculation.

Authors:  Zuzana Jandova; Daniel Fast; Martina Setz; Maria Pechlaner; Chris Oostenbrink
Journal:  J Chem Theory Comput       Date:  2018-01-08       Impact factor: 6.006

Review 7.  Overcoming Chemical, Biological, and Computational Challenges in the Development of Inhibitors Targeting Protein-Protein Interactions.

Authors:  Luca Laraia; Grahame McKenzie; David R Spring; Ashok R Venkitaraman; David J Huggins
Journal:  Chem Biol       Date:  2015-06-18

8.  Computational development of rubromycin-based lead compounds for HIV-1 reverse transcriptase inhibition.

Authors:  Carlos E P Bernardo; Pedro J Silva
Journal:  PeerJ       Date:  2014-07-10       Impact factor: 2.984

9.  Molecular motion regulates the activity of the Mitochondrial Serine Protease HtrA2.

Authors:  Matthew Merski; Cátia Moreira; Rui Mv Abreu; Maria João Ramos; Pedro A Fernandes; L Miguel Martins; Pedro José Barbosa Pereira; Sandra Macedo-Ribeiro
Journal:  Cell Death Dis       Date:  2017-10-12       Impact factor: 8.469

10.  Glutamine Synthetase Drugability beyond Its Active Site: Exploring Oligomerization Interfaces and Pockets.

Authors:  Cátia Moreira; Maria J Ramos; Pedro A Fernandes
Journal:  Molecules       Date:  2016-08-08       Impact factor: 4.411

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.