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Published on: April 12, 2019
Sequence-Dependent Effects in the Cyclization of Short DNA
Luke Czapla1, David Swigon1, Wilma K Olson1
1Department of Chemistry & Chemical Biology, Rutgers, the State University of New Jersey, Wright-Rieman Laboratories, 610 Taylor Road, Piscataway, New Jersey 08854, and Department of Mathematics, University of Pittsburgh, 519 Thackeray Hall, Pittsburgh, Pennsylvania 15260.
A new Monte Carlo method efficiently models DNA ring closure, revealing sequence-dependent structural features like curvature and roll-twist coupling explain observed cyclization properties.
Area of Science:
- Computational biology
- Biophysics
- Molecular modeling
Background:
- Estimating DNA ring-closure properties is crucial for understanding DNA mechanics.
- Traditional methods struggle with the complexity of short DNA chains and sequence-dependent variations.
- Accurate modeling requires accounting for base-pair step variability and conformational couplings.
Purpose of the Study:
- To develop a computationally efficient Monte Carlo approach for estimating DNA ring-closure properties.
- To investigate the influence of DNA structural features on cyclization.
- To accurately predict J factors for short DNA chains.
Main Methods:
- Developed a Gaussian sampling Monte Carlo method treating DNA as base-pair steps with sequence-dependent elastic potentials.
- Incorporated restrictions on base-pair orientation and displacement for J factor computation.
- Utilized Alexandrowicz half-chain sampling for enhanced configuration generation.
Main Results:
- The new method accurately estimates J factors for DNA chains of arbitrary length, achieving sample sizes up to O(10^14).
- Sequence-dependent features like intrinsic curvature and roll-twist coupling reconcile computed J factors with experimental data for short DNA.
- Roll-twist coupling was found to reduce oscillations in J factors versus chain length.
Conclusions:
- The developed Monte Carlo approach provides accurate and efficient estimation of DNA ring-closure properties.
- Intrinsic DNA structural features, not significant distortions, explain observed J factors in short DNA chains.
- The findings offer insights into DNA conformational dynamics and sequence-structure-function relationships.
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