Sequence-dependent Three Interaction Site (TIS) Model for Single and Double-stranded DNA
arXiv:1802.01612 · doi:10.1021/acs.jctc.8b00091
Abstract
We develop a robust coarse-grained model for single and double stranded DNA by representing each nucleotide by three interaction sites (TIS) located at the centers of mass of sugar, phosphate, and base. The resulting TIS model includes base-stacking, hydrogen bond, and electrostatic interactions as well as bond-stretching and bond angle potentials that account for the polymeric nature of DNA. The choices of force constants for stretching and the bending potentials were guided by a Boltzmann inversion procedure using a large representative set of DNA structures extracted from the Protein Data Bank. Some of the parameters in the stacking interactions were calculated using a learning procedure, which ensured that the experimentally measured melting temperatures of dimers are faithfully reproduced. Without any further adjustments, the calculations based on the TIS model reproduces the experimentally measured salt and sequence dependence of the size of single stranded DNA (ssDNA), as well as the persistence lengths of poly(dA) and poly(dT) chains. Interestingly, upon application of mechanical force the extension of poly(dA) exhibits a plateau, which we trace to the formation of stacked helical domains. In contrast, the force-extension curve (FEC) of poly(dT) is entropic in origin, and could be described by a standard polymer model. We also show that the persistence length of double stranded DNA is consistent with the prediction based on the worm-like chain. The persistence length, which decreases with increasing salt concentration, is in accord with the Odijk-Skolnick-Fixman theory intended for stiff polyelectrolyte chains near the rod limit. The range of applications, which did not require adjusting any parameter after the initial construction based solely on PDB structures and melting profiles of dimers, attests to the transferability and robustness of the TIS model for ssDNA and dsDNA.
References in corpus (18)
- Structural, mechanical and thermodynamic properties of a coarse-grained DNA model
- Introducing Improved Structural Properties and Salt Dependence into a Coarse-Grained Model of DNA
- Sequence-dependent thermodynamics of a coarse-grained DNA model
- Capturing the essence of folding and functions of biomolecules using Coarse-Grained Models
- Mechanical unfolding of RNA hairpins
- Derivation of coarse-grained potentials via multistate iterative Boltzmann inversion
- Salt-induced collapse and reexpansion of highly charged flexible polyelectrolytes
- Coarse-grained Modeling of DNA Curvature
- A Coarse-Grained Model for Predicting RNA Folding Thermodynamics
- Molecular dynamics simulation of multivalent ion mediated DNA attraction
- A systematically coarse-grained model for DNA, and its predictions for persistence length, stacking, twist, and chirality
- Crowding Promotes the Switch from Hairpin to Pseudoknot Conformation in Human Telomerase RNA
- Persistence Length of Flexible Polyelectrolyte Chains
- Variational theory for a single polyelectrolyte chain revisited
- The Effects of Stacking on the Configurations and Elasticity of Single Stranded Nucleic Acids
- Dependence of DNA persistence length on ionic strength of solutions with monovalent and divalent salts: a joint theory-experiment study
- On the origin of the unusual behavior in the stretching of single-stranded DNA
- A Single Nucleotide Resolution Model for Large-Scale Simulations of Double Stranded DNA
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- Mechanical properties of Nucleic Acids and the non-local Twistable Wormlike Chain model
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- Bending short DNAs as transversely isotropic rings in series