ArticleBiochemistry2009
Exploring the molecular design of protein interaction sites with molecular dynamics simulations and free energy calculations.
Article in Biochemistry, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed, 52 citations in OpenAlex.
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- Unraveling modulation effects on albumin synthesis and inflammation by Striatin, a bioactive protein fraction isolated fromHeliyon · 2024Article
- The Central Role of Non-Structural Protein 1 (NS1) in Influenza Biology and Infection.International journal of molecular sciences · 2020Review
- An Evaluation of the Potential of NMR Spectroscopy and Computational Modelling Methods to Inform Biopharmaceutical Formulations.Pharmaceutics · 2018Review
- Insights from molecular dynamics simulations for computational protein design.Molecular systems design & engineering · 2017Article
- A new class of orthosteric uPAR·uPA small-molecule antagonists are allosteric inhibitors of the uPAR·vitronectin interaction.ACS chemical biology · 2015Article
- The DynaMine webserver: predicting protein dynamics from sequence.Nucleic acids research · 2014Article
- Molecular recognition in a diverse set of protein-ligand interactions studied with molecular dynamics simulations and end-point free energy calculations.Journal of chemical information and modeling · 2013Article
- Energy functions in de novo protein design: current challenges and future prospects.Annual review of biophysics · 2013Review
- Multifarious roles of intrinsic disorder in proteins illustrate its broad impact on plant biology.The Plant cell · 2013Review
- Article
- Targeting multiple conformations leads to small molecule inhibitors of the uPAR·uPA protein-protein interaction that block cancer cell invasion.ACS chemical biology · 2011Article
- Charge density distributions derived from smoothed electrostatic potential functions: design of protein reduced point charge models.Journal of computer-aided molecular design · 2011Article
- Disorder predictors also predict backbone dynamics for a family of disordered proteins.PloS one · 2011Article
- RosettaBackrub--a web server for flexible backbone protein structure modeling and design.Nucleic acids research · 2010Article
- MMPBSA decomposition of the binding energy throughout a molecular dynamics simulation of amyloid-beta (Abeta(10-35)) aggregation.Molecules (Basel, Switzerland) · 2010Article
- BioDrugScreen: a computational drug design resource for ranking molecules docked to the human proteome.Nucleic acids research · 2010Article
- Human cancer protein-protein interaction network: a structural perspective.PLoS computational biology · 2009Article
- Investigation of the interaction between the large and small subunits of potato ADP-glucose pyrophosphorylase.PLoS computational biology · 2009Article
Corrections and comments
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
The significant work that has been invested toward understanding protein-protein interaction has not translated into significant advances in structure-based predictions. In particular redesigning protein surfaces to bind to unrelated receptors remains a challenge, partly due to receptor flexibility, which is often neglected in these efforts. In this work, we computationally graft the binding epitope of various small proteins obtained from the RCSB database to bind to barnase, lysozyme, and trypsin using a previously derived and validated algorithm. In an effort to probe the protein complexes in a realistic environment, all native and designer complexes were subjected to a total of nearly 400 ns of explicit-solvent molecular dynamics (MD) simulation. The MD data led to an unexpected observation: some of the designer complexes were highly unstable and decomposed during the trajectories. In contrast, the native and a number of designer complexes remained consistently stable. The unstable conformers provided us with a unique opportunity to define the structural and energetic factors that lead to unproductive protein-protein complexes. To that end we used free energy calculations following the MM-PBSA approach to determine the role of nonpolar effects, electrostatics and entropy in binding. Remarkably, we found that a majority of unstable complexes exhibited more favorable electrostatics than native or stable designer complexes, suggesting that favorable electrostatic interactions are not prerequisite for complex formation between proteins. However, nonpolar effects remained consistently more favorable in native and stable designer complexes reinforcing the importance of hydrophobic effects in protein-protein binding. While entropy systematically opposed binding in all cases, there was no observed trend in the entropy difference between native and designer complexes. A series of alanine scanning mutations of hot-spot residues at the interface of native and designer complexes showed less than optimal contacts of hot-spot residues with their surroundings in the unstable conformers, resulting in more favorable entropy for these complexes. Finally, disorder predictions revealed that secondary structures at the interface of unstable complexes exhibited greater disorder than the stable complexes.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.