Optimization of Conformational Dynamics in an Epistatic Evolutionary Trajectory

被引:41
|
作者
Gonzalez, Mariano M. [1 ]
Abriata, Luciano A. [1 ,3 ,4 ]
Tomatis, Pablo E. [1 ]
Vila, Alejandro J. [1 ,2 ]
机构
[1] Univ Nacl Rosario, IBR Inst Biol Mol & Celular Rosario, CONICET, Fac Ciencias Bioquim & Farmaceut, RA-2000 Rosario, Santa Fe, Argentina
[2] Plataforma Argentina Biol Estruct & Metabol PLABE, Rosario, Argentina
[3] Ecole Polytech Fed Lausanne, Lab Biomol Modeling, CH-1015 Lausanne, Switzerland
[4] Ecole Polytech Fed Lausanne, Swiss Inst Bioinformat, Swiss Fed Inst Technol, CH-1015 Lausanne, Switzerland
基金
美国国家卫生研究院;
关键词
protein evolution; epistasis; conformational dynamics; MAGNETIC-RESONANCE RELAXATION; MODEL-FREE APPROACH; NMR-SPECTROSCOPY; ANTIBIOTIC-RESISTANCE; PROTEIN EVOLUTION; BETA-LACTAMASES; MOLECULAR EVOLUTION; CHEMICAL-EXCHANGE; ENZYME DYNAMICS; TIME-SCALE;
D O I
10.1093/molbev/msw052
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The understanding of protein evolution depends on the ability to relate the impact of mutations on molecular traits to organismal fitness. Biological activity and robustness have been regarded as important features in shaping protein evolutionary landscapes. Conformational dynamics, which is essential for protein function, has received little attention in the context of evolutionary analyses. Here we employ NMR spectroscopy, the chief experimental tool to describe protein dynamics at atomic level in solution at room temperature, to study the intrinsic dynamic features of ametallo-beta-lactamase enzyme and three variants identified during a directed evolution experiment that led to an expanded substrate profile. We show that conformational dynamics in the catalytically relevant microsecond to millisecond timescale is optimized along the favored evolutionary trajectory. In addition, we observe that the effects of mutations on dynamics are epistatic. Mutation Gly262Ser introduces slow dynamics on several residues that surround the active site when introduced in the wild-type enzyme. Mutation Asn70Ser removes the slow dynamics observed for few residues of the wild-type enzyme, but increases the number of residues that undergo slow dynamics when introduced in the Gly262Ser mutant. These effects on dynamics correlate with the epistatic interaction between these two mutations on the bacterial phenotype. These findings indicate that conformational dynamics is an evolvable trait, and that proteins endowed with more dynamic active sites also display a larger potential for promoting evolution.
引用
收藏
页码:1768 / 1776
页数:9
相关论文
共 50 条
  • [21] Properties of Reentry Dynamics and Their Application in Trajectory Optimization
    Wang Zeguo
    Meng Bin
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 2336 - 2341
  • [22] Evolutionary game dynamics in combinatorial optimization: An overview
    Pelillo, M
    APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS, 2001, 2037 : 182 - 192
  • [23] Solving Multiobjective Constrained Trajectory Optimization Problem by an Extended Evolutionary Algorithm
    Chai, Runqi
    Savvaris, Al
    Tsourdos, Antonios
    Xia, Yuanqing
    Chai, Senchun
    IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (04) : 1630 - 1643
  • [24] EVOLUTIONARY OPTIMIZATION OF A RENDEZVOUS TRAJECTORY FOR A SATELLITE FORMATION WITH A SPACE DEBRIS HAZARD
    Hinckley, David W., Jr.
    Hitt, Darren L.
    ASTRODYNAMICS 2015, 2016, 156 : 2847 - 2862
  • [25] Multi-criteria Manipulator Trajectory Optimization Based on Evolutionary Algorithms
    Solteiro Pires, E. J.
    de Moura Oliveira, P. B.
    Tenreiro Machado, J. A.
    SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS, 2010, 73 : 87 - +
  • [27] Experimental trajectory optimization of a flapping fin propulsor using an evolutionary strategy
    Martin, Nathan
    Gharib, Morteza
    BIOINSPIRATION & BIOMIMETICS, 2019, 14 (01)
  • [28] INVERSE DYNAMICS APPROACH TO TRAJECTORY OPTIMIZATION FOR AN AEROSPACE PLANE
    LU, P
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1993, 16 (04) : 726 - 732
  • [29] LAUNCH VEHICLE TRAJECTORY OPTIMIZATION INCLUDING ROTATIONAL DYNAMICS
    ADIMURTHY, V
    JOURNAL OF SPACECRAFT AND ROCKETS, 1976, 13 (01) : 59 - 61