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Open AccessJournal ArticleDOI

Determining the DNA stability parameters for the breathing dynamics of heterogeneous DNA by stochastic optimization.

TLDR
In this article, the thermodynamic stability parameters (nearest neighbor stacking and hydrogen bonding free energies) of double-stranded DNA molecules can be inferred reliably from time series of the size fluctuations (breathing) of local denaturation zones (bubbles).
Abstract
We suggest that the thermodynamic stability parameters (nearest neighbor stacking and hydrogen bonding free energies) of double-stranded DNA molecules can be inferred reliably from time series of the size fluctuations (breathing) of local denaturation zones (bubbles). On the basis of the reconstructed bubble size distribution, this is achieved through stochastic optimization of the free energies in terms of simulated annealing. In particular, it is shown that even noisy time series allow the identification of the stability parameters at remarkable accuracy. This method will be useful to obtain the DNA stacking and hydrogen bonding free energies from single bubble breathing assays rather than equilibrium data.

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Citations
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Journal ArticleDOI

Physics of base-pairing dynamics in DNA

TL;DR: In this paper, the authors review how different physical mechanisms are either used by Nature or utilized in biotechnological processes to separate the two intertwined DNA strands, by insisting on quantitative results.
Journal ArticleDOI

Physics of base-pairing dynamics in DNA

TL;DR: In this paper, the authors discuss the dynamics at the base-pair scale and its pivotal coupling with the polymer one, with a polymerization index running from a few nucleotides to tens of kilo-bases.
Journal ArticleDOI

Helix untwisting and bubble formation in circular DNA

TL;DR: In this paper, a mesoscopic model including twisting degrees of freedom and bending of the molecular axis is proposed to predict helical repeat, openings loci, and bubble sizes for specific sequences in a broad temperature range.
Journal ArticleDOI

J-factors of short DNA molecules

TL;DR: In this paper, the propensity of short DNA sequences to convert to the circular form is studied by a mesoscopic Hamiltonian method which incorporates both the bending of the molecule axis and the intrinsic twist of the DNA strands.
Journal ArticleDOI

Binding of nucleoid-associated protein fis to DNA is regulated by DNA breathing dynamics.

TL;DR: Simulation of dynamics of known binding sites of the TF and nucleoid-associated protein Fis in Escherichia coli concludes that Fis binding is associated with DNA breathing dynamics, which in turn may be regulated by various nucleotide modifications.
References
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Journal ArticleDOI

Optimization by Simulated Annealing

TL;DR: There is a deep and useful connection between statistical mechanics and multivariate or combinatorial optimization (finding the minimum of a given function depending on many parameters), and a detailed analogy with annealing in solids provides a framework for optimization of very large and complex systems.
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Equation of state calculations by fast computing machines

TL;DR: In this article, a modified Monte Carlo integration over configuration space is used to investigate the properties of a two-dimensional rigid-sphere system with a set of interacting individual molecules, and the results are compared to free volume equations of state and a four-term virial coefficient expansion.
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Mfold web server for nucleic acid folding and hybridization prediction

TL;DR: The objective of this web server is to provide easy access to RNA and DNA folding and hybridization software to the scientific community at large by making use of universally available web GUIs (Graphical User Interfaces).
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Ant system: optimization by a colony of cooperating agents

TL;DR: It is shown how the ant system (AS) can be applied to other optimization problems like the asymmetric traveling salesman, the quadratic assignment and the job-shop scheduling, and the salient characteristics-global data structure revision, distributed communication and probabilistic transitions of the AS.
Journal ArticleDOI

Exact Stochastic Simulation of Coupled Chemical Reactions

TL;DR: In this article, a simulation algorithm for the stochastic formulation of chemical kinetics is proposed, which uses a rigorously derived Monte Carlo procedure to numerically simulate the time evolution of a given chemical system.
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