""" Binding affinity predictor based on Intermolecular Contacts (ICs). """ import argparse import logging import sys from argparse import RawTextHelpFormatter from pathlib import Path from Bio.PDB.Structure import Structure from prodigy_prot.modules.parsers import (get_parser, parse_structure, validate_structure) from prodigy_prot.modules.prodigy import Prodigy # setup logging logging.basicConfig(level=logging.INFO, stream=sys.stdout, format="%(message)s") log = logging.getLogger("Prodigy") ap = argparse.ArgumentParser(description=__doc__, formatter_class=RawTextHelpFormatter) ap.add_argument( "input_path", help="Path to either: \n- Structure in PDB or mmCIF format\n- Directory containing structure files", ) ap.add_argument( "--distance-cutoff", type=float, default=5.5, help="Distance cutoff to calculate ICs", ) ap.add_argument( "--acc-threshold", type=float, default=0.05, help="Accessibility threshold for BSA analysis", ) ap.add_argument( "--temperature", type=float, default=25.0, help="Temperature (C) for Kd prediction", ) ap.add_argument("--contact_list", action="store_true", help="Output a list of contacts") ap.add_argument( "--pymol_selection", action="store_true", help="Output a script to highlight the interface (pymol)", ) ap.add_argument( "-q", "--quiet", action="store_true", help="Outputs only the predicted affinity value", ) _co_help = """ By default, all intermolecular contacts are taken into consideration, a molecule being defined as an isolated group of amino acids sharing a common chain identifier. In specific cases, for example antibody-antigen complexes, some chains should be considered as a single molecule. Use the --selection option to provide collections of chains that should be considered for the calculation. Separate by a space the chains that are to be considered _different_ molecules. Use commas to include multiple chains as part of a single group: --selection A B => Contacts calculated (only) between chains A and B. --selection A,B C => Contacts calculated (only) between \ chains A and C; and B and C. --selection A B C => Contacts calculated (only) between \ chains A and B; B and C; and A and C. """ sel_opt = ap.add_argument_group("Selection Options", description=_co_help) sel_opt.add_argument("--selection", nargs="+", metavar=("A B", "A,B C")) def main(): args = ap.parse_args() log.setLevel(logging.ERROR if args.quiet else logging.INFO) struct_path = Path(args.input_path) input_list = [] if struct_path.is_file(): input_list.append(struct_path) elif struct_path.is_dir(): for input_f in struct_path.glob("*"): if Path(input_f).suffix in [".pdb", ".cif", ".ent"]: input_list.append(input_f) elif not struct_path.exists(): log.error(f"File {struct_path} does not exist") sys.exit(1) else: log.error(f"Input path {struct_path} is neither a valid file nor a directory") sys.exit(1) for input_f in input_list: structure, n_chains, n_res = parse_structure(str(input_f)) if len(input_list) > 1: log.info("#" * 42) log.info( "[+] Parsed structure file {0} ({1} chains, {2} residues)".format( structure.id, n_chains, n_res ) ) prodigy = Prodigy(structure, args.selection, args.temperature) prodigy.predict( distance_cutoff=args.distance_cutoff, acc_threshold=args.acc_threshold ) prodigy.print_prediction(quiet=args.quiet) if args.contact_list: prodigy.print_contacts(outfile=str(struct_path.with_suffix(".ic"))) if args.pymol_selection: prodigy.print_pymol_script(outfile=str(struct_path.with_suffix(".pml"))) if __name__ == "__main__": sys.exit(main())