Computational Drug Discovery and Design

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  1. The net charge of the final model immersed in its solvent
    environment should be neutral.

  2. Use the latest version of a force field suitable for biological
    macromolecules to describe the protein component of the
    system.

  3. Use a generalized force field to describe the drug component
    of the system, deriving any missing parameters by analogy or ab
    initio, such that they are compatible with the protein force
    field.

  4. Parameters with poor analogy should be validated against
    experiment, or optimized by fitting to quantum mechanical
    potentials.

  5. Minimizing the potential energy of the system is key to resolv-
    ing any high energy conformations that may lead to instabilities
    going into the simulation phase of the project.

  6. The simulation should be slowly heated to a target temperature
    that mimic’s the model’s realistic environment.

  7. Imposing positional (harmonic) restraints to maintain the pro-
    tein fold and drug binding mode during heating, and gradually
    releasing those restraints once the target temperature has been
    reached, allows the system to slowly adjust to its native envi-
    ronmental conditions.

  8. Extend the equilibration phase of the project until the property
    of interest for the study, e.g., drug binding mode, has
    converged.

  9. Extend the production (data collection) phase of the project
    until sufficient sampling of the system is obtained, e.g.,
    hundreds of nanoseconds at minimum for most protein–drug
    complexes.


Acknowledgements


The authors acknowledge funding from the University of Delaware
and the National Institutes of Health COBRE grant
5P30GM110758-04.

References



  1. Lee EH, Hsin J, Sotomayor M, Comellas G,
    Schulten K (2009) Discovery through the
    computational microscope. Structure
    17:1295–1306

  2. Perilla JR, Goh BC, Keith Cassidy C, Bo L,
    Bernardi RC, Rudack T, Hang Y, Zhe W,
    Schulten K (2015) Molecular dynamics


simulations of large macromolecular com-
plexes. Curr Opin Struct Biol 31:64–74


  1. Ebele AJ, Abdallah MA-E, Harrad S (2017)
    Pharmaceuticals and personal care products
    (PPCPs) in the freshwater aquatic environ-
    ment. Emerging Contaminants 3(1):1–16


268 Jodi A. Hadden and Juan R. Perilla

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