Landscapes and molecular evolution

被引:35
作者
Schuster, P [1 ]
机构
[1] SANTA FE INST, SANTA FE, NM 87501 USA
基金
奥地利科学基金会;
关键词
evolutionary optimization; fitness landscape; molecular evolution; RNA world; selective neutrality;
D O I
10.1016/S0167-2789(97)00104-8
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Evolution of RNA molecules in vitro is visualized as a hill-climbing process on a fitness landscape that can be derived from molecular properties and functions. The optimization process is shaped by a high degree of redundance in sequence-to-structure mappings: there are many more sequences than structures and sequences folding into the same structure are (almost) randomly distributed in sequence space. Two consequences of this redundance are important for evolution: shape space covering by small connected regions in sequence space and the existence of extended neutral networks. Both results together explain how nature can fast and efficiently find solutions to complex optimization problems by trial and error while the number of possible genotypes exceeds all imagination. In the presence of neutral networks populations avoid being caught in evolutionary traps and eventually reach the global optimum through a composite dynamics of adaptive walks and random drift. Results derived from mathematical analysis are confronted with the results of computer simulation and available experimental data.
引用
收藏
页码:351 / 365
页数:15
相关论文
共 72 条
[51]   Generic properties of combinatory maps: Neutral networks of RNA secondary structures [J].
Reidys, C ;
Stadler, PF ;
Schuster, P .
BULLETIN OF MATHEMATICAL BIOLOGY, 1997, 59 (02) :339-397
[52]   Bio-molecular shapes and algebraic structures [J].
Reidys, C ;
Stadler, PF .
COMPUTERS & CHEMISTRY, 1996, 20 (01) :85-94
[53]   FULL CHARACTERIZATION OF A STRANGE ATTRACTOR - CHAOTIC DYNAMICS IN LOW-DIMENSIONAL REPLICATOR SYSTEMS [J].
SCHNABL, W ;
STADLER, PF ;
FORST, C ;
SCHUSTER, P .
PHYSICA D, 1991, 48 (01) :65-90
[54]   CATALYTIC ANTIBODIES [J].
SCHULTZ, PG .
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 1989, 28 (10) :1283-1295
[55]   REPLICATOR DYNAMICS [J].
SCHUSTER, P ;
SIGMUND, K .
JOURNAL OF THEORETICAL BIOLOGY, 1983, 100 (03) :533-538
[56]   STATIONARY MUTANT DISTRIBUTIONS AND EVOLUTIONARY OPTIMIZATION [J].
SCHUSTER, P ;
SWETINA, J .
BULLETIN OF MATHEMATICAL BIOLOGY, 1988, 50 (06) :635-660
[57]   HOW TO SEARCH FOR RNA STRUCTURES THEORETICAL CONCEPTS IN EVOLUTIONARY BIOTECHNOLOGY [J].
SCHUSTER, P .
JOURNAL OF BIOTECHNOLOGY, 1995, 41 (2-3) :239-257
[58]   LANDSCAPES - COMPLEX OPTIMIZATION PROBLEMS AND BIOPOLYMER STRUCTURES [J].
SCHUSTER, P ;
STADLER, PF .
COMPUTERS & CHEMISTRY, 1994, 18 (03) :295-324
[59]   FROM SEQUENCES TO SHAPES AND BACK - A CASE-STUDY IN RNA SECONDARY STRUCTURES [J].
SCHUSTER, P ;
FONTANA, W ;
STADLER, PF ;
HOFACKER, IL .
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 1994, 255 (1344) :279-284
[60]  
Schuster P, 1995, LECT NOTES ARTIF INT, V929, P3