Well-tempered metadynamics calculations of free energy surfaces of benzothiadiazine derivatives in aqueous solution
Hu, Z.; Marti, J.
Show abstract
KRAS oncogenes are the largest family of mutated RAS isoforms, participating in about 30% of all cancers. Due to their paramount medical importance, enormous effort is being devoted to the development of inhibitors using clinical tests, wet-lab experiments and drug design, being this a preliminary step in the process of creating new drugs, prior to synthesis and clinical testing. One central aspect in the development of new drugs is the characterization of all species that can be used for treatment. In this aim we propose a computational framework based on combined all-atom molecular dynamics and metadynamics simulations in order to accurately access the most stable conformational variants for several derivatives of a recently proposed small-molecule, called DBD15-21-22. Free energy calculations are essential to unveil mechanisms at the atomic scale like binding affinities or dynamics of stable states. Considering specific atom-atom distances and torsional angles as reliable reaction coordinates we have obtained free-energy landscapes by well-tempered metadynamics simulations, revealing local and global minima of the free-energy hypersurface. We have observed that a variety of stable states together with transitions states are clearly detected depending on the particular species, leading to predictions on the behaviour of such compounds in ionic aqueous solution.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The N501Y and K417N mutations in the spike protein of SARS-CoV-2 alter the interactions with both hACE2 and human derived antibody: A Free energy of perturbation study 97%
- AMOEBA Polarizable Molecular Dynamics Simulations of Guanine Quadruplexes: from the c-Kit Proto-oncogene to HIV-1 96%
- Effect of Stapling on the Thermodynamics of mdm2-p53 Binding 95%
Similar papers in this journal
- Force-correction Analysis Method for Derivation of Multidimensional Free Energy Landscapes from Adaptively Biased Replica Simulations 97%
- Assessing computational strategies for the evaluation of antibody binding affinities. 96%
- Z-DNA as a Touchstone for Additive Empirical Force Fields and a Refinement of the Alpha/Gamma DNA torsions for AMBER 95%
Similar papers in this journal
- Effect of Delta and Omicron mutations on the RBD-SD1 do-main of the Spike protein in SARS-CoV-2 and the Omicron mutations on RBD-ACE2 interface complex 96%
- Protein-protein docking with large-scale backbone flexibility using coarse-grained Monte-Carlo simulations 95%
- Mutations of Omicron variant at the interface of the receptor domain motif and human angiotensin-converting enzyme-2 95%
Similar papers in this journal
- Molecular dynamics study of differential effects of serotonin-2A-receptor (5-HT2AR) modulators 96%
- Large-scale, dynamin-like motions of the human guanylate binding protein 1 revealed by multi-resolution simulations 93%
- Combining molecular dynamics simulations and scoring method to computationally model ubiquitylated linker histones in chromatosomes 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.