ArtsemiY / NNScore-parse

NNScore-parse is software aimed to make multiligand run of NNScore2.0 script.

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============Description============

"NNScore-parser.py" is a script which launch NNScore2.py script step by step on all the provided files of ligands and one common file of a receptor and creates separate output directory, that contains N ligands, which were found best by predicted Kd results. N is specified by user.

Script could be launched on both Windows and Linux. Tested under Windows 10 and Ubuntu 18.04.

Requirements:
(1) Python3.x (2) Script needs following python3 packages:

  • tabulate
  • pandas
  • numpy
  • Path
  • tqdm
  • subprocess.run (3) AutoDock Vina 1.1.2.

(c) 2020 Artsemi M. Yushkevich, Alexander M. Andrianov. Drug Design Group, The United Institute of Informatics Problem.

============Brief Preparation Manual============

  1. Place NNScore2.0 script in the same directory with this script.

  2. Install necessary python packages For example, using pip (should be installed) by next command for command line: pip install tabulate pandas numpy Path tqdm subprocess.run

  3. Place set of ligands into separate directory.

  4. Run the script "NNScore2_parser.py" from it's directory in cmd by next command: <path_to_python> NNScore2_parser.py --receptor_file <path_to_receptor> --ligands_dir <path_to_directory_with_ligands> --vina_executable <path_to_vina> --num_to_filter <num_to_filter>

Required parameters:

<path_to_python> - cmd-variable or path to python executable (.exe)

<path_to_directory_with_ligands> - path to separate directory containing ONLY ligands of interest

<path_to_receptor> - name of file in current directory or path to file with receptor (.pdbqt)

<path_to_vina> - cmd-variable or path to vina executable (.exe)

<num_to_filter> - integer number of top-ligans according to redicted Kd, which will be placed into separate directory

If vina(.exe), receptor(.pdbqt) and ligands (directory) placed in same directory as script NNScore2_parser.py, here is examples of such launching:

Example for Windows:

python NNScore2_parser.py --receptor_file receptor.pdbqt --ligands_dir .\ligands\ --vina_executable vina.exe --num_to_filter 100

Example for Linux:

python NNScore2_parser.py --receptor_file receptor.pdbqt --ligands_dir ./ligands/ --vina_executable vina --num_to_filter 100

About

NNScore-parse is software aimed to make multiligand run of NNScore2.0 script.

License:GNU General Public License v3.0


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