Abstract

Large-scale conformational changes are essential for proteins to function properly. Given that these transition events rarely occur, however, it is challenging to comprehend their underlying mechanisms through experimental and theoretical approaches. In this study, we propose a new computational methodology called internal coordinate normal mode-guided elastic network interpolation (ICONGENI) to predict conformational transition pathways in proteins. Its basic approach is to sample intermediate conformations by interpolating the interatomic distance between two end-point conformations with the degrees of freedom constrained by the low-frequency dynamics afforded by normal mode analysis in internal coordinates. For validation of ICONGENI, it is applied to proteins that undergo open-closed transitions, and the simulation results (i.e., simulated transition pathways) are compared with those of another technique, to demonstrate that ICONGENI can explore highly reliable pathways in terms of thermal and chemical stability. Furthermore, we generate an ensemble of transition pathways through ICONGENI and investigate the possibility of using this method to reveal the transition mechanisms even when there are unknown metastable states on rough energy landscapes.

Highlights

  • Max Perutz and John Kendrew first determined the three-dimensional (3D) structures of hemoglobin and myoglobin in the 1960s, which laid the foundation for the field of structural biology [1,2,3]

  • A morphing approach to explore protein conformational transitions difference between the two techniques is the coordinate space in which the normal mode analysis (NMA) is performed (i.e., ICONGENI and normal mode-guided elastic network interpolation (NGENI) are based on Internal coordinates (ICs)-NMA and Cartesian coordinates (CCs)-NMA, respectively), it is expected that this comparative analysis will demonstrate the superiority of IC-NMA in describing large deformations of proteins

  • The transition pathways explored by ICONGENI of adenylate kinase (ADK) and ribose-binding protein (RBP) are provided in S1 and S2 Movies, respectively

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Summary

Introduction

Max Perutz and John Kendrew first determined the three-dimensional (3D) structures of hemoglobin and myoglobin in the 1960s, which laid the foundation for the field of structural biology [1,2,3]. Numerous experiment-based studies have been performed to reveal structural information of macromolecules, resulting in more than 183,000 atomic-level structures in the Protein Data Bank (PDB) archive [4]. The vast array of information has demonstrated that regulated conformational changes are of crucial importance for proteins to perform their biological functions, which has led to increasing awareness of the need to probe these large transitions. Various experimental techniques such as nuclear magnetic resonance spectroscopy [5], small-angle X-ray scattering [6], and single-molecule spectroscopy [7] have been widely utilized to analyze the dynamic behavior of proteins.

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