Estimating the Vertical Ionization Potential of Single-Stranded DNA Molecules.
Marianne Rooman1,2, Fabrizio Pucci1,2
1Computational Biology and Bioinformatics, Université Libre de Bruxelles, 1050 Brussels, Belgium.
We developed vIPer, a model estimating DNA electronic properties. This helps understand DNA charge transport, crucial for cellular processes and disease, by analyzing nucleobase sequences.
Area of Science:
- Computational chemistry and biophysics
- Molecular biology and genetics
Background:
- DNA electronic properties, specifically sequence-dependent ionization potentials, facilitate long-range charge transport.
- This charge transport is implicated in vital cellular functions and disease-related DNA mutations.
Purpose of the Study:
- To achieve a molecular-level understanding of how DNA sequence influences electronic properties.
- To estimate the vertical ionization potential (vIP) for various DNA nucleobase sequences.
Main Methods:
- Utilized quantum chemistry calculations, including Møller-Plesset perturbation theory (MP2) and density functional theory (DFT) with various basis sets.
- Calculated vIPs for nucleobase stacks (1-4 bases) including guanine, adenine, thymine, cytosine, and methylated cytosine.
- Developed a recursive model, vIPer, to estimate vIP for any single-stranded DNA sequence using overlapping quadruplets.
Main Results:
- Identified MP2 with the 6-31G* basis set as the most accurate computational method by comparing with experimental data and genomic mutability frequencies.
- The vIPer model accurately estimates DNA sequence vIPs, showing good correlation with experimental oxidation potentials and DNA cleavage activities.
- vIPer is available as an open-source tool for sequence-dependent DNA electronic property analysis.
Conclusions:
- The vIPer model provides a reliable method for predicting DNA electronic properties based on sequence.
- This tool advances the understanding of DNA charge transport mechanisms and their biological implications.
- The findings support the link between DNA electronic properties, sequence, and cellular processes/diseases.
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