Distance-Based Configurational Entropy of Proteins from Molecular Dynamics Simulations

被引:31
作者
Fogolari, Federico [1 ,2 ]
Corazza, Alessandra [1 ,2 ]
Fortuna, Sara [1 ]
Soler, Miguel Angel [1 ]
VanSchouwen, Bryan [3 ]
Brancolini, Giorgia [4 ]
Corni, Stefano [4 ]
Melacini, Giuseppe [3 ]
Esposito, Gennaro [1 ,2 ]
机构
[1] Univ Udine, Dipartimento Sci Med & Biol, I-33100 Udine, Italy
[2] Ist Nazl Biostrutture & Biosistemi, I-00136 Rome, Italy
[3] McMaster Univ, Dept Chem & Chem Biol, Hamilton, ON L8S 4M1, Canada
[4] CNR, Ctr S3, Inst Nanosci, I-41125 Modena, Italy
来源
PLOS ONE | 2015年 / 10卷 / 07期
关键词
CONFORMATIONAL ENTROPY; THERMODYNAMIC PROPERTIES; STATISTICAL-MECHANICS; INTERNAL-ROTATION; FORCE-FIELD; BINDING; ENERGY; RECOGNITION; ABSOLUTE; FREEDOM;
D O I
10.1371/journal.pone.0132356
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Estimation of configurational entropy from molecular dynamics trajectories is a difficult task which is often performed using quasi-harmonic or histogram analysis. An entirely different approach, proposed recently, estimates local density distribution around each conformational sample by measuring the distance from its nearest neighbors. In this work we show this theoretically well grounded the method can be easily applied to estimate the entropy from conformational sampling. We consider a set of systems that are representative of important biomolecular processes. In particular: i. reference entropies for amino acids in unfolded proteins are obtained from a database of residues not participating in secondary structure elements; ii. the conformational entropy of folding of beta 2-microglobulin is computed from molecular dynamics simulations using reference entropies for the unfolded state; iii. backbone conformational entropy is computed from molecular dynamics simulations of four different states of the EPAC protein and compared with order parameters (often used as a measure of entropy); iv. the conformational and rototranslational entropy of binding is computed from simulations of 20 tripeptides bound to the peptide binding protein OppA and of beta 2-microglobulin bound to a citrate coated gold surface. This work shows the potential of the method in the most representative biological processes involving proteins, and provides a valuable alternative, principally in the shown cases, where other approaches are problematic.
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页数:26
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共 81 条
  • [21] BINDING-SPECIFICITY OF THE PERIPLASMIC OLIGOPEPTIDE-BINDING PROTEIN FROM ESCHERICHIA-COLI
    GUYER, CA
    MORGAN, DG
    STAROS, JV
    [J]. JOURNAL OF BACTERIOLOGY, 1986, 168 (02) : 775 - 779
  • [22] VOLUME CHANGES ON PROTEIN-FOLDING
    HARPAZ, Y
    GERSTEIN, M
    CHOTHIA, C
    [J]. STRUCTURE, 1994, 2 (07) : 641 - 649
  • [23] Statistical thermodynamics of internal rotation in a hindering potential of mean force obtained from computer simulations
    Hnizdo, V
    Fedorowicz, A
    Singh, H
    Demchuk, E
    [J]. JOURNAL OF COMPUTATIONAL CHEMISTRY, 2003, 24 (10) : 1172 - 1183
  • [24] Efficient calculation of configurational entropy from molecular simulations by combining the mutual-information expansion and nearest-neighbor methods
    Hnizdo, Vladimir
    Tan, Jun
    Killian, Benjamin J.
    Gilson, Michael K.
    [J]. JOURNAL OF COMPUTATIONAL CHEMISTRY, 2008, 29 (10) : 1605 - 1614
  • [25] Nearest-neighbor nonparametric method for estimating the configurational entropy of complex molecules
    Hnizdo, Vladimir
    Darian, Eva
    Fedorowicz, Adam
    Demchuk, Eugene
    Li, Shengqiao
    Singh, Harshinder
    [J]. JOURNAL OF COMPUTATIONAL CHEMISTRY, 2007, 28 (03) : 655 - 668
  • [26] Thermodynamic and Differential Entropy under a Change of Variables
    Hnizdo, Vladimir
    Gilson, Michael K.
    [J]. ENTROPY, 2010, 12 (03): : 578 - 590
  • [27] Comparing Distance Metrics for Rotation Using the k-Nearest Neighbors Algorithm for Entropy Estimation
    Huggins, David J.
    [J]. JOURNAL OF COMPUTATIONAL CHEMISTRY, 2014, 35 (05) : 377 - 385
  • [28] VMD: Visual molecular dynamics
    Humphrey, W
    Dalke, A
    Schulten, K
    [J]. JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 1996, 14 (01) : 33 - 38
  • [29] Metrics for 3D Rotations: Comparison and Analysis
    Huynh, Du Q.
    [J]. JOURNAL OF MATHEMATICAL IMAGING AND VISION, 2009, 35 (02) : 155 - 164
  • [30] GoIP: An Atomistic Force-Field to Describe the Interaction of Proteins With Au(111) Surfaces in Water
    Iori, F.
    Di Felice, R.
    Molinari, E.
    Corni, S.
    [J]. JOURNAL OF COMPUTATIONAL CHEMISTRY, 2009, 30 (09) : 1465 - 1476