Brewing COFFEE: A Sequence-Specific Coarse-Grained Energy Function for Simulations of DNA-Protein Complexes
Debayan Chakraborty1, Balaka Mondal1, D Thirumalai1,2
1Department of Chemistry, The University of Texas at Austin, 105 E 24th Street, Stop A5300, Austin 78712, Texas, United States.
Journal of Chemical Theory and Computation
|January 19, 2024
Summary
We developed COFFEE, a computational model for DNA-protein interactions. COFFEE accurately simulates complex structures and dynamics, aiding research in gene expression and chromosome folding.
Area of Science:
- Biophysics
- Computational Biology
- Structural Biology
Background:
- DNA-protein interactions are crucial for fundamental biological processes like transcription and chromosome folding.
- Accurate computational models are needed to understand the structural and dynamic properties of these interactions.
Purpose of the Study:
- Introduce COFFEE (Coarse-grained Force Field for Energy Estimation), a new computational framework for simulating DNA-protein complexes.
- Develop a transferable model that accurately predicts structural and dynamic properties without recalibrating existing force fields.
Main Methods:
- Integrated the self-organized polymer model with protein side-chains and a three-interaction site model for DNA.
- Incorporated a sequence-specific DNA-protein interaction statistical potential (SP) derived from crystal structures.
- Validated the model by comparing simulated crystallographic B-factors, scattering profiles, and NMR chemical shifts with experimental data.
Main Results:
- COFFEE quantitatively reproduces crystallographic B-factors for DNA-protein complexes of varying sizes and topologies.
- Simulated scattering profiles align with small-angle X-ray scattering experiments, and chemical shifts are consistent with NMR data.
- The model accurately describes nucleosome unraveling and explains mutation effects on stability, including ARG to LYS substitutions.
Conclusions:
- COFFEE is a robust and transferable framework for simulating DNA-protein complexes at the molecular length scale.
- The model's ability to predict experimental data without force-field recalibration highlights its efficiency and accuracy.
- COFFEE provides a promising tool for investigating diverse DNA-protein interactions in biophysical processes.
Related Concept Videos
Noncovalent Attractions in Biomolecules
50.8K
Noncovalent attractions are associations within and between molecules that influence the shape and structural stability of complexes. These interactions differ from covalent bonding in that they do not involve sharing of electrons.
Four types of noncovalent interactions are hydrogen bonds, van der Waals forces, ionic bonds, and hydrophobic interactions.
Hydrogen bonding results from the electrostatic attraction of a hydrogen atom covalently bonded to a strong-electronegative atom like oxygen,...
Four types of noncovalent interactions are hydrogen bonds, van der Waals forces, ionic bonds, and hydrophobic interactions.
Hydrogen bonding results from the electrostatic attraction of a hydrogen atom covalently bonded to a strong-electronegative atom like oxygen,...
50.8K
Protein Dynamics in Living Cells
2.1K
Different fluorescence-based techniques are used to study the protein dynamics in living cells. These techniques include FRAP, FRET, and PET.
Fluorescent recovery after photobleaching (FRAP) is a fluorescent-protein-based detection technique used to quantify protein movement rates within the cell. This method exposes a small portion of the cell to an intense laser beam. The laser beam causes permanent photobleaching of the fluorophore-tagged proteins in the exposed region. As the bleached...
Fluorescent recovery after photobleaching (FRAP) is a fluorescent-protein-based detection technique used to quantify protein movement rates within the cell. This method exposes a small portion of the cell to an intense laser beam. The laser beam causes permanent photobleaching of the fluorophore-tagged proteins in the exposed region. As the bleached...
2.1K
Protein Complexes with Interchangeable Parts
1.9K
1.9K
Molecular Models
38.4K
Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
38.4K
Nucleic Acid Structure
6.1K
The pentose sugar in DNA is deoxyribose, while in RNA the pentose sugar is ribose. The difference between the sugars is the presence of the hydroxyl group on the ribose's second carbon and a hydrogen on the deoxyribose's second carbon. The phosphate residue attaches to the hydroxyl group of the 5′ carbon of one sugar and the hydroxyl group of the 3′ carbon of the sugar of the next nucleotide, which forms a 5′ to 3′ phosphodiester linkage.
DNA Structure
DNA...
DNA Structure
DNA...
6.1K
Conservation of Protein Domains Over Different Proteins
10.9K
Protein domains are small structurally independent units that are part of a single amino acid chain. Although these domains are often structurally independent, they may rely on synergistic effects to perform their functions as part of a larger protein. Protein domains may be conserved within the same organism, as well as across different organisms.
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to...
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to...
10.9K


