Sampling rare switching events in biochemical networks

被引:426
作者
Allen, RJ
Warren, PB
ten Wolde, PR
机构
[1] FOM, Inst Atom & Mol Phys, NL-1098 SJ Amsterdam, Netherlands
[2] Unilever R&D Port Sunlight, Wirral CH63 3JW, Merseyside, England
关键词
D O I
10.1103/PhysRevLett.94.018104
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Bistable biochemical switches are widely found in gene regulatory networks and signal transduction pathways. Their switching dynamics are difficult to study, however, because switching events are rare, and the systems are out of equilibrium. We present a simulation method for predicting the rate and mechanism of the flipping of these switches. We apply it to a genetic switch and find that it is highly efficient. The path ensembles for the forward and reverse processes do not coincide. The method is widely applicable to rare events and nonequilibrium processes.
引用
收藏
页数:4
相关论文
共 25 条
[1]  
Aurell E, 2002, PHYS REV E, V65, DOI 10.1103/PhysRevE.65.051914
[2]   Positive feedback in eukaryotic gene networks:: cell differentiation by graded to binary response conversion [J].
Becskei, A ;
Séraphin, B ;
Serrano, L .
EMBO JOURNAL, 2001, 20 (10) :2528-2535
[3]   NEW ALGORITHM FOR MONTE-CARLO SIMULATION OF ISING SPIN SYSTEMS [J].
BORTZ, AB ;
KALOS, MH ;
LEBOWITZ, JL .
JOURNAL OF COMPUTATIONAL PHYSICS, 1975, 17 (01) :10-18
[4]   How to make a Biological Switch [J].
Cherry, JL ;
Adler, FR .
JOURNAL OF THEORETICAL BIOLOGY, 2000, 203 (02) :117-133
[5]   Efficient transition path sampling for nonequilibrium stochastic dynamics [J].
Crooks, GE ;
Chandler, D .
PHYSICAL REVIEW E, 2001, 64 (02) :4-261094
[6]   Transition path sampling and the calculation of rate constants [J].
Dellago, C ;
Bolhuis, PG ;
Csajka, FS ;
Chandler, D .
JOURNAL OF CHEMICAL PHYSICS, 1998, 108 (05) :1964-1977
[7]   Transition path sampling [J].
Dellago, C ;
Bolhuis, PG ;
Geissler, PL .
ADVANCES IN CHEMICAL PHYSICS, VOL 123, 2002, 123 :1-78
[8]   Computing time scales from reaction coordinates by milestoning [J].
Faradjian, AK ;
Elber, R .
JOURNAL OF CHEMICAL PHYSICS, 2004, 120 (23) :10880-10889
[9]  
Frenkel D., 2000, Computational Science Series
[10]   Construction of a genetic toggle switch in Escherichia coli [J].
Gardner, TS ;
Cantor, CR ;
Collins, JJ .
NATURE, 2000, 403 (6767) :339-342