Computational and experimental analysis of DNA shuffling

被引:26
作者
Maheshri, N
Schaffer, DV [1 ]
机构
[1] Univ Calif Berkeley, Dept Chem Engn, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Helen Wills Neurosci Inst, Berkeley, CA 94720 USA
关键词
directed evolution; adeno-associated virus; DNA hybridization;
D O I
10.1073/pnas.0537968100
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
We describe a computational model of DNA shuffling based on the thermodynamics and kinetics of this process. The model independently tracks a representative ensemble of DNA molecules and records their states at every stage of a shuffling reaction. These data can subsequently be analyzed to yield information on any relevant metric, including reassembly efficiency, crossover number, type and distribution, and DNA sequence length distributions. The predictive ability of the model was validated by comparison to three independent sets of experimental data, and analysis of the simulation results led to several unique insights into the DNA shuffling process. We examine a tradeoff between crossover frequency and reassembly efficiency and illustrate the effects of experimental parameters on this relationship. Furthermore, we discuss conditions that promote the formation of useless "junk" DNA sequences or multimeric sequences containing multiple copies of the reassembled product. This model will therefore aid in the design of optimal shuffling reaction conditions.
引用
收藏
页码:3071 / 3076
页数:6
相关论文
共 22 条
[11]   Modeling DNA mutation and recombination for directed evolution experiments [J].
Moore, GL ;
Maranas, CD .
JOURNAL OF THEORETICAL BIOLOGY, 2000, 205 (03) :483-503
[12]   Predicting out-of-sequence reassembly in DNA shuffling [J].
Moore, GL ;
Maranas, CD .
JOURNAL OF THEORETICAL BIOLOGY, 2002, 219 (01) :9-+
[13]   Predicting crossover generation in DNA shuffling [J].
Moore, GL ;
Maranas, CD ;
Lutz, S ;
Benkovic, SJ .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (06) :3226-3231
[14]   Designed evolution of enzymatic properties [J].
Petrounia, IP ;
Arnold, FH .
CURRENT OPINION IN BIOTECHNOLOGY, 2000, 11 (04) :325-330
[15]   Breeding of retroviruses by DNA shuffling for improved stability and processing yields [J].
Powell, SK ;
Kaloss, MA ;
Pinkstaff, A ;
McKee, R ;
Burimski, I ;
Pensiero, M ;
Otto, E ;
Stemmer, WPC ;
Soong, NW .
NATURE BIOTECHNOLOGY, 2000, 18 (12) :1279-1282
[17]   DNA SHUFFLING BY RANDOM FRAGMENTATION AND REASSEMBLY - IN-VITRO RECOMBINATION FOR MOLECULAR EVOLUTION [J].
STEMMER, WPC .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1994, 91 (22) :10747-10751
[18]   Modeling DNA shuffling [J].
Sun, FZ .
JOURNAL OF COMPUTATIONAL BIOLOGY, 1999, 6 (01) :77-90
[19]  
von Ahsen N, 2001, CLIN CHEM, V47, P1956
[20]   Functional and nonfunctional mutations distinguished by random recombination of homologous genes [J].
Zhao, HM ;
Arnold, FH .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (15) :7997-8000