Quantitative Analysis of the Self-Assembly Strategies of Intermediate Filaments from Tetrameric Vimentin

被引:6
作者
Czeizler, Eugen [1 ]
Mizera, Andrzej [2 ]
Czeizler, Elena [3 ]
Back, Ralph-Johan [4 ]
Eriksson, John E. [5 ]
Petre, Ion [4 ]
机构
[1] Aalto Univ, Sch Sci, Dept Informat & Comp Sci, FI-00076 Aalto, Finland
[2] Polish Acad Sci, Inst Fundamental Technol Res, PL-02106 Warsaw, Poland
[3] Univ Helsinki, Computat Syst Biol Lab, Fac Med, Biomedicum Helsinki, FI-00014 Helsinki, Finland
[4] Abo Akad Univ, Dept Informat Technol, FIN-20520 Turku, Finland
[5] Abo Akad Univ, Turku Ctr Biotechnol, FIN-20521 Turku, Finland
基金
芬兰科学院;
关键词
Mathematical modeling; protein self-assembly; quantitative self-assembly strategies; model resolution; sensitivity analysis; filament length distribution; BIOCHEMICAL PATHWAYS; OPTIMIZATION; MUTATIONS; NETWORKS; ACTIN; MODEL; GENE;
D O I
10.1109/TCBB.2011.154
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
In vitro assembly of intermediate filaments from tetrameric vimentin consists of a very rapid phase of tetramers laterally associating into unit-length filaments and a slow phase of filament elongation. We focus in this paper on a systematic quantitative investigation of two molecular models for filament assembly, recently proposed in (Kirmse et al. J. Biol. Chem. 282, 52 (2007), 18563-18572), through mathematical modeling, model fitting, and model validation. We analyze the quantitative contribution of each filament elongation strategy: with tetramers, with unit-length filaments, with longer filaments, or combinations thereof. In each case, we discuss the numerical fitting of the model with respect to one set of data, and its separate validation with respect to a second, different set of data. We introduce a high-resolution model for vimentin filament self-assembly, able to capture the detailed dynamics of filaments of arbitrary length. This provides much more predictive power for the model, in comparison to previous models where only the mean length of all filaments in the solution could be analyzed. We show how kinetic observations on low-resolution models can be extrapolated to the high-resolution model and used for lowering its complexity.
引用
收藏
页码:885 / 898
页数:14
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