Universal distribution of protein evolution rates as a consequence of protein folding physics

被引:54
作者
Lobkovsky, Alexander E. [1 ]
Wolf, Yuri I. [1 ]
Koonin, Eugene V. [1 ]
机构
[1] NIH, Natl Ctr Biotechnol Informat, Natl Lib Med, Bethesda, MD 20894 USA
基金
美国国家卫生研究院;
关键词
correct folding probability; evolutionary rate distribution; off-lattice models; common structure networks; network average evolution rate; MODEL PROTEINS; SEQUENCE EVOLUTION; BROWNIAN DYNAMICS; EXPRESSION LEVEL; LATTICE MODEL; STABILITY; PERSPECTIVE; LANDSCAPES; BIOLOGY; ENERGY;
D O I
10.1073/pnas.0910445107
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
The hypothesis that folding robustness is the primary determinant of the evolution rate of proteins is explored using a coarse-grained off-lattice model. The simplicity of the model allows rapid computation of the folding probability of a sequence to any folded conformation. For each robust folder, the network of sequences that share its native structure is identified. The fitness of a sequence is postulated to be a simple function of the number of misfolded molecules that have to be produced to reach a characteristic protein abundance. After fixation probabilities of mutants are computed under a simple population dynamics model, a Markov chain on the fold network is constructed, and the fold-averaged evolution rate is computed. The distribution of the logarithm of the evolution rates across distinct networks exhibits a peak with a long tail on the low rate side and resembles the universal empirical distribution of the evolutionary rates more closely than either distribution resembles the log-normal distribution. The results suggest that the universal distribution of the evolutionary rates of protein-coding genes is a direct consequence of the basic physics of protein folding.
引用
收藏
页码:2983 / 2988
页数:6
相关论文
共 66 条
[21]   MUSCLE: multiple sequence alignment with high accuracy and high throughput [J].
Edgar, RC .
NUCLEIC ACIDS RESEARCH, 2004, 32 (05) :1792-1797
[22]  
Felsenstein J, 1996, METHOD ENZYMOL, V266, P418
[23]   On the thermodynamic hypothesis of protein folding [J].
Govindarajan, S ;
Goldstein, RA .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (10) :5545-5549
[24]  
Govindarajan S, 1997, PROTEINS, V29, P461, DOI 10.1002/(SICI)1097-0134(199712)29:4<461::AID-PROT6>3.0.CO
[25]  
2-B
[26]   From complete genomes to measures of substitution rate variability within and between proteins [J].
Grishin, NV ;
Wolf, YI ;
Koonin, EV .
GENOME RESEARCH, 2000, 10 (07) :991-1000
[27]   EVOLUTION-LIKE SELECTION OF FAST-FOLDING MODEL PROTEINS [J].
GUTIN, AM ;
ABKEVICH, VI ;
SHAKHNOVICH, EI .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1995, 92 (05) :1282-1286
[28]   A CONSISTENT EMPIRICAL POTENTIAL FOR WATER-PROTEIN INTERACTIONS [J].
HERMANS, J ;
BERENDSEN, HJC ;
VANGUNSTEREN, WF ;
POSTMA, JPM .
BIOPOLYMERS, 1984, 23 (08) :1513-1518
[29]   Molecular dynamics of folding of secondary structures in Go-type models of proteins [J].
Hoang, TX ;
Cieplak, M .
JOURNAL OF CHEMICAL PHYSICS, 2000, 112 (15) :6851-6862
[30]   METASTABILITY OF THE FOLDED STATES OF GLOBULAR-PROTEINS [J].
HONEYCUTT, JD ;
THIRUMALAI, D .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1990, 87 (09) :3526-3529