Suppr超能文献

体外和体内靶标搜索动力学的理论和计算建模。

Theoretical and computational modeling of target-site search kinetics in vitro and in vivo.

机构信息

Biophysics Program, Stanford University, Stanford, California, USA.

出版信息

Biophys J. 2011 Aug 17;101(4):856-65. doi: 10.1016/j.bpj.2011.06.066.

Abstract

Access to genetically encoded data depends on the dynamics of DNA-binding proteins searching for specific target sites in the genome. This search process is thought to occur by facilitated diffusion-a combination of three-dimensional diffusion and one-dimensional sliding. Although facilitated diffusion is capable of significantly speeding up the search in vitro, the importance of this mechanism in vivo remains unclear. We use numeric simulations and analytical theory to model the target-search dynamics of DNA-binding proteins under a wide range of conditions. Our models reproduce experimental measurements of search-rate enhancement within bulk in vitro experiments, as well as the target search time for transcription factors measured in vivo. We find that facilitated diffusion can accelerate the search process only for a limited range of parameters and only under dilute DNA conditions. We address the role of DNA configuration and confinement, demonstrating that facilitated diffusion does not speed up the search on coiled versus straight DNA. Furthermore, we show that, under in vivo conditions, the search process becomes effectively diffusive and is independent of DNA configuration. We believe our results cast in a new light the role of facilitated diffusion in DNA targeting kinetics within the cell.

摘要

获取基因编码数据取决于 DNA 结合蛋白在基因组中搜索特定靶位的动力学。这种搜索过程被认为是通过易化扩散来实现的,即三维扩散和一维滑动的组合。尽管易化扩散能够显著加快体外搜索速度,但该机制在体内的重要性仍不清楚。我们使用数值模拟和分析理论,在广泛的条件下对 DNA 结合蛋白的靶标搜索动力学进行建模。我们的模型再现了体内实验中测量的转录因子的靶标搜索时间,以及在体外 bulk 实验中测量的搜索速率增强。我们发现,易化扩散只能在有限的参数范围内并在稀 DNA 条件下加速搜索过程。我们探讨了 DNA 构象和限制的作用,表明易化扩散不会加速卷曲 DNA 与直链 DNA 之间的搜索。此外,我们表明,在体内条件下,搜索过程变得有效扩散,与 DNA 构象无关。我们认为,我们的研究结果为易化扩散在细胞内 DNA 靶向动力学中的作用提供了新的认识。

相似文献

1
Theoretical and computational modeling of target-site search kinetics in vitro and in vivo.
Biophys J. 2011 Aug 17;101(4):856-65. doi: 10.1016/j.bpj.2011.06.066.
2
Method for the analysis of contribution of sliding and hopping to a facilitated diffusion of DNA-binding protein: Application to in vivo data.
Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Aug;92(2):022721. doi: 10.1103/PhysRevE.92.022721. Epub 2015 Aug 28.
3
In vivo facilitated diffusion model.
PLoS One. 2013;8(1):e53956. doi: 10.1371/journal.pone.0053956. Epub 2013 Jan 18.
4
A comprehensive computational model of facilitated diffusion in prokaryotes.
Bioinformatics. 2012 Jun 1;28(11):1517-24. doi: 10.1093/bioinformatics/bts178. Epub 2012 Apr 6.
5
The lac repressor displays facilitated diffusion in living cells.
Science. 2012 Jun 22;336(6088):1595-8. doi: 10.1126/science.1221648.
6
Generalized facilitated diffusion model for DNA-binding proteins with search and recognition states.
Biophys J. 2012 May 16;102(10):2321-30. doi: 10.1016/j.bpj.2012.04.008. Epub 2012 May 15.
7
Facilitated diffusion framework for transcription factor search with conformational changes.
Phys Biol. 2015 Jul 22;12(4):046012. doi: 10.1088/1478-3975/12/4/046012.
8
Molecular crowding effect on dynamics of DNA-binding proteins search for their targets.
J Chem Phys. 2014 Dec 14;141(22):225102. doi: 10.1063/1.4903505.
9
Energetic funnel facilitates facilitated diffusion.
Nucleic Acids Res. 2018 Jan 25;46(2):558-567. doi: 10.1093/nar/gkx1220.
10
DNA Internal Motion Likely Accelerates Protein Target Search in a Packed Nucleoid.
Biophys J. 2017 Jun 6;112(11):2261-2270. doi: 10.1016/j.bpj.2017.04.049.

引用本文的文献

1
Modeling DNA methyltransferase function to predict epigenetic correlation patterns in healthy and cancer cells.
Proc Natl Acad Sci U S A. 2025 Jan 14;122(2):e2415530121. doi: 10.1073/pnas.2415530121. Epub 2025 Jan 10.
2
FAST SOLVER FOR DIFFUSIVE TRANSPORT TIMES ON DYNAMIC INTRACELLULAR NETWORKS.
SIAM J Appl Math. 2024;84(3):S476-S492. doi: 10.1137/22m1509308.
3
Nonspecific vs. specific DNA binding free energetics of a transcription factor domain protein.
Biophys J. 2023 Nov 21;122(22):4476-4487. doi: 10.1016/j.bpj.2023.10.025. Epub 2023 Oct 29.
4
Mitochondrial mRNA localization is governed by translation kinetics and spatial transport.
PLoS Comput Biol. 2022 Aug 19;18(8):e1010413. doi: 10.1371/journal.pcbi.1010413. eCollection 2022 Aug.
5
Surface-facilitated trapping by active sites: From catalysts to viruses.
J Chem Phys. 2021 Nov 14;155(18):184106. doi: 10.1063/5.0069917.
6
Diffusive search and trajectories on tubular networks: a propagator approach.
Eur Phys J E Soft Matter. 2021 Jun 18;44(6):80. doi: 10.1140/epje/s10189-021-00083-0.
7
Design principles for the glycoprotein quality control pathway.
PLoS Comput Biol. 2021 Feb 1;17(2):e1008654. doi: 10.1371/journal.pcbi.1008654. eCollection 2021 Feb.
8
Mechanisms of Protein Search for Targets on DNA: Theoretical Insights.
Molecules. 2018 Aug 22;23(9):2106. doi: 10.3390/molecules23092106.
9
Theory of Site-Specific DNA-Protein Interactions in the Presence of Nucleosome Roadblocks.
Biophys J. 2018 Jun 5;114(11):2516-2529. doi: 10.1016/j.bpj.2018.04.039.
10
Chromatin Configuration Affects the Dynamics and Distribution of a Transiently Interacting Protein.
Biophys J. 2018 Feb 27;114(4):766-771. doi: 10.1016/j.bpj.2017.12.037. Epub 2018 Jan 27.

本文引用的文献

1
Facilitated diffusion of proteins on chromatin.
Phys Rev Lett. 2011 Jan 21;106(3):038102. doi: 10.1103/PhysRevLett.106.038102. Epub 2011 Jan 20.
2
Physics of protein-DNA interactions: mechanisms of facilitated target search.
Phys Chem Chem Phys. 2011 Feb 14;13(6):2088-95. doi: 10.1039/c0cp01966f. Epub 2010 Nov 29.
3
Bacterial chromosomal loci move subdiffusively through a viscoelastic cytoplasm.
Phys Rev Lett. 2010 Jun 11;104(23):238102. doi: 10.1103/PhysRevLett.104.238102. Epub 2010 Jun 8.
4
Visualizing one-dimensional diffusion of eukaryotic DNA repair factors along a chromatin lattice.
Nat Struct Mol Biol. 2010 Aug;17(8):932-8. doi: 10.1038/nsmb.1858. Epub 2010 Jul 25.
5
Dynamic strategies for target-site search by DNA-binding proteins.
Biophys J. 2010 Jun 16;98(12):2943-53. doi: 10.1016/j.bpj.2010.02.055.
6
Geometry-controlled kinetics.
Nat Chem. 2010 Jun;2(6):472-7. doi: 10.1038/nchem.622. Epub 2010 Apr 18.
7
Facilitated search of proteins on DNA: correlations are important.
Phys Chem Chem Phys. 2010 Mar 28;12(12):2999-3004. doi: 10.1039/b921303a. Epub 2010 Feb 5.
8
How proteins squeeze through polymer networks: a Cartesian lattice study.
J Chem Phys. 2009 Aug 14;131(6):064905. doi: 10.1063/1.3205100.
9
Facilitated diffusion with DNA coiling.
Proc Natl Acad Sci U S A. 2009 May 19;106(20):8204-8. doi: 10.1073/pnas.0903293106. Epub 2009 May 6.
10
An end to 40 years of mistakes in DNA-protein association kinetics?
Biochem Soc Trans. 2009 Apr;37(Pt 2):343-8. doi: 10.1042/BST0370343.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验