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
[1]   Nearest-neighbor thermodynamics of internal A•C mismatches in DNA:: Sequence dependence and pH effects [J].
Allawi, HT ;
SantaLucia, J .
BIOCHEMISTRY, 1998, 37 (26) :9435-9444
[2]   Nearest neighbor thermodynamic parameters for internal G•A mismatches in DNA [J].
Allawi, HT ;
SantaLucia, J .
BIOCHEMISTRY, 1998, 37 (08) :2170-2179
[3]   Thermodynamics and NMR of internal GT mismatches in DNA [J].
Allawi, HT ;
SantaLucia, J .
BIOCHEMISTRY, 1997, 36 (34) :10581-10594
[4]   Thermodynamics of internal C•T mismatches in DNA [J].
Allawi, HT ;
Santalucia, J .
NUCLEIC ACIDS RESEARCH, 1998, 26 (11) :2694-2701
[5]   Directed evolution of antibody fragments with monovalent femtomolar antigen-binding affinity [J].
Boder, ET ;
Midelfort, KS ;
Wittrup, KD .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (20) :10701-10705
[6]   A hierarchical approach to protein molecular evolution [J].
Bogarad, LD ;
Deem, MW .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (06) :2591-2595
[7]   Analysis of shuffled gene libraries [J].
Joern, JM ;
Meinhold, P ;
Arnold, FH .
JOURNAL OF MOLECULAR BIOLOGY, 2002, 316 (03) :643-656
[8]   Advances in directed protein evolution by recursive genetic recombination: applications to therapeutic proteins [J].
Kurtzman, AL ;
Govindarajan, S ;
Vahle, K ;
Jones, JT ;
Heinrichs, V ;
Patten, PA .
CURRENT OPINION IN BIOTECHNOLOGY, 2001, 12 (04) :361-370
[9]   RANDOM RECOMBINATION OF ANTIBODY SINGLE-CHAIN FV SEQUENCES AFTER FRAGMENTATION WITH DNASEI IN THE PRESENCE OF MN2+ [J].
LORIMER, IAJ ;
PASTAN, I .
NUCLEIC ACIDS RESEARCH, 1995, 23 (15) :3067-3068
[10]   AAV vectors: is clinical success on the horizon? [J].
Monahan, PE ;
Samulski, RJ .
GENE THERAPY, 2000, 7 (01) :24-30