def load_complex_from_string(pdb_string, lig_id): complex = PDBComplex() # plip molecule complex.load_pdb(pdb_string, as_string=True) lig_pdb_string = [] for line in pdb_string.split('\n'): if line[17:20] == lig_id or line[:6] == 'CONECT': lig_pdb_string.append(line) lig_pdb_string = '\n'.join(lig_pdb_string) lig = pybel.readstring('pdb', lig_pdb_string) # openbabel molecule # lig = Chem.MolFromPDBBlock(lig_pdb_string, removeHs=False) # rdkit molecule return complex, lig
def test_dna_rna(self): """Test if DNA and RNA is correctly processed as ligands""" tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1tf6.pdb') bsid = 'DA:B:1' # DNA ligand four times consisting of 31 parts (composite) self.assertEqual([len(ligand.members) for ligand in tmpmol.ligands].count(31), 4) for ligset in [set((x[0] for x in ligand.members)) for ligand in tmpmol.ligands]: if len(ligset) == 4: # DNA only contains four bases self.assertEqual(ligset, set(['DG', 'DC', 'DA', 'DT']))
def plip_analysis(pdbpath, pdb_id): ''' run PLIP analysis for pdb file ''' mol = PDBComplex() mol.load_pdb(pdbpath) chain_id = pdb_id.split('_')[-1] ligand_interactions_dict = {} # invastigate only proteins with following ligands ligand_whitelist = set([ 'NAD', 'FAD', 'NDP', 'NAP', 'NAI', 'ADP', 'AMP', 'ATP', 'FMN', 'GTP', 'ADN', 'SAH', 'GDP', '5GP', 'ADX', 'LSS', '1ZZ', 'COA', 'ACO', '01A', 'HMG', 'SAI', 'GRA', 'ST9', 'MCA', 'SAM', 'HEM', 'CLA', 'BCB', 'BCL', 'HEA', 'HEC', 'HEB', 'HAS' ]) # plip analysis ligand_list_from_mol = [x.hetid for x in mol.ligands] print('=> ' + str(len(ligand_list_from_mol)) + ' ligands to process') # if any ligand of interest present # if not ligand_whitelist.intersection(set(ligand_list_from_mol)): # print('=> No ligands of interest found') # #print(ligand_list_from_mol) # return ligand_interactions_dict mol.analyze() full_data_mol[pdb_id] = mol for bsid in [ ":".join([x.hetid, x.chain, str(x.position)]) for x in mol.ligands ]: # for every ligand encountered in pdb print bsid #print '|', interactions = mol.interaction_sets[ bsid] # Contains all interaction data print interactions.interacting_res interacting_residues = [ int(res[:-1]) for res in interactions.interacting_res if res[-1] == chain_id ] if interacting_residues: ligand_interactions_dict[bsid] = interacting_residues print '=> ' + str( len(ligand_interactions_dict )) + ' ligands interacting with chain ' + chain_id + ' found' print return ligand_interactions_dict
def test_4alw(self): """Binding of benzofuropyrimidinones compound 3 to PIM-1 (4alw) Reference: Tsuhako et al. The design, synthesis, and biological evaluation of PIM kinase inhibitors.(2012) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/4alw.pdb') s = tmpmol.interaction_sets['HY7-A-1308'] # Hydrogen bonds to Asp186 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({186}.issubset(hbonds)) # Saltbridge to A186 and Glu171 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_pneg} self.assertTrue({186, 171}.issubset(saltb))
def test_1eve(self): """Binding of anti-Alzheimer drug E2020 to acetylcholinesterase from Torpedo californica (1eve) Reference: Chakrabarti et al. Geometry of nonbonded interactions involving planar groups in proteins. (2007) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1eve.pdb') s = tmpmol.interaction_sets['E20-A-2001'] # Aromatic stacking with Trp84 and Trp279 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({84, 279}.issubset(pistackres)) # Pi-Cation interaction of Phe330 with ligand pication = {pication.resnr for pication in s.pication_paro} self.assertTrue({330}.issubset(pication))
def test_4qnb(self): """Binding of (4qnb) Reference: Bhattacharya et al. Structural basis of HIV-1 capsid recognition by PF74 and CPSF6(2014) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/4qnb.pdb') s = tmpmol.interaction_sets['1B0-A-301'] # Hydrogen bonds to Asn57 and Lys70 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({57, 70}.issubset(hbonds)) # Cation-pi interactions with Lys70 picat = {pication.resnr for pication in s.pication_laro} self.assertEqual({70}, picat)
def test_1osn(self): """Binding of VZV-tk to BVDU-MP (2reg) Reference: Bird et al. Crystal structures of Varicella Zoster Virus Thyrimidine Kinase. (2003) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1osn.pdb') s = tmpmol.interaction_sets['BVP-A-500'] # Sandwiched pi-stacking involving Phe93 and Phe139 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({93, 139}.issubset(pistackres)) # Hydrogen bonding of Gln90 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({90}.issubset(hbonds))
def test_3thy(self): """Binding of ADP tp MutS(3thy) Reference: Shikha et al. Mechanism of mismatch recognition revealed by human MutSβ bound to unpaired DNA loops.(2012) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/3thy.pdb') s = tmpmol.interaction_sets['ADP-A-935'] # Saltbridge to His295 and Lys675 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_lneg} self.assertTrue({675}.issubset(saltb)) # pi-stacking interaction with Tyr815 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({815}.issubset(pistackres))
def test_3OG7(self): """Inhibitor PLX4032 binding to B-RAF(V600E) (3og7) Reference: Clinical efficacy of a RAF inhibitor needs broad target blockade in BRAF-mutant melanoma (2010) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/3og7.pdb') s = tmpmol.interaction_sets['032-A-1'] # Hydrogen bonds hbonds = { str(hbond.resnr) + hbond.reschain for hbond in s.hbonds_pdon + s.hbonds_ldon } self.assertTrue({'594A', '530A'}.issubset(hbonds))
def test_2efj(self): """Binding of teobromine to 1,7 dimethylxanthine methyltransferase(2efj) Reference: McCarthy et al. The Structure of Two N-Methyltransferases from the Caffeine Biosynthetic Pathway.(2007) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/2efj.pdb') s = tmpmol.interaction_sets['37T-A-502'] # Hydrogen bonds to Trp161, Ser237 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({161, 237}.issubset(hbonds)) # pi-stacking interaction with Tyr157 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({157}.issubset(pistackres))
def test_1p5e(self): """Binding of TBS to CDK2(1p5e) Reference: De Moliner et al. Alternative binding modes of an inhibitor to two different kinases. (2003) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1p5e.pdb') bsid = 'TBS:A:301' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Halogen Bonding of Ile10 and Leu83 halogens = {halogen.resnr for halogen in s.halogen_bonds} self.assertTrue({10, 83}.issubset(halogens))
def test_2reg(self): """Binding of choline to ChoX (2reg) Reference: Oswald et al. Crystal structures of the choline/acetylcholine substrate-binding protein ChoX from Sinorhizobium meliloti in the liganded and unliganded-closed states. (2008) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/2reg.pdb') s = tmpmol.interaction_sets['CHT-A-1'] # Cation-pi interactions with Trp43, Trp90, Trp205, and Tyr119 picat = {pication.resnr for pication in s.pication_paro} self.assertEqual({43, 90, 205, 119}, picat) # Saltbridge to Asp45 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_pneg} self.assertEqual({45}, saltb)
def test_4pjt(self): """Binding of BMN 673 to catPARP1(4pj7) Reference: Aoyagi-Scharber et al. Structural basis for the inhibition of poly(ADP-ribose) polymerases 1 and 2 by BMN 673, a potent inhibitor derived from dihydropyridophthalazinone.(2014) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/4pjt.pdb') s = tmpmol.interaction_sets['2YQ-D-1104'] # Hydrogen bonds to Gly863 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({863}.issubset(hbonds)) # pi-stacking interaction with Tyr889 and Tyr907 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({889, 907}.issubset(pistackres))
def test_1vsn(self): """Binding of NFT to Cathepsin K (1vsn) Reference: Li et al. Identification of a potent and selective non-basic cathepsin K inhibitor. (2006) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1vsn.pdb') bsid = 'NFT:A:283' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Hydrogen bonding to Gly66 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({66}.issubset(hbonds))
def test_3o1h(self): """Binding of TMAO to TorT-TorS system(3o1h) Reference: Hendrickson et al. An Asymmetry-to-Symmetry Switch in Signal Transmission by the Histidine Kinase Receptor for TMAO.(2013) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/3o1h.pdb') s = tmpmol.interaction_sets['TMO-B-1'] # Hydrogen bonds to Trp45 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({45}.issubset(hbonds)) # Water bridges to Trp45 not detected due to priorization of hydrogen bonds # Cation-pi interactions with Tyr44 picat = {pication.resnr for pication in s.pication_paro} self.assertEqual({44}, picat)
def test_3tah(self): """Binding of BGO to an an N11A mutant of the G-protein domain of FeoB.(3tah) Reference: Ash et al. The structure of an N11A mutant of the G-protein domain of FeoB.(2011) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/3tah.pdb') s = tmpmol.interaction_sets['BGO-A-300'] # Hydrogen bonds to Ala11, Lys14, Thr15, Ser16, Asp113, Met114, Ala143 and Asp113 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({11, 13, 14, 15, 16, 113, 114, 143, 113}.issubset(hbonds)) # Water bridges to Ala11 not detected due to prioritization of hydrogen bonds # Saltbridge to Asp116 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_pneg} self.assertTrue({116}.issubset(saltb))
def test_3OG7(self): """Inhibitor PLX4032 binding to B-RAF(V600E) (3og7) Reference: Clinical efficacy of a RAF inhibitor needs broad target blockade in BRAF-mutant melanoma (2010) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/3og7.pdb') bsid = '032:A:1' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Hydrogen bonds hbonds = {str(hbond.resnr)+hbond.reschain for hbond in s.hbonds_pdon+s.hbonds_ldon} self.assertTrue({'594A', '530A'}.issubset(hbonds))
def test_1acj(self): """Binding of Tacrine (THA) to active-site gorge of acetylcholinesterase (1acj) Reference: Harel et al. Quaternary ligand binding to aromatic residues in the active-site gorge of acetylcholinesterase.. (1993) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1acj.pdb') bsid = 'THA:A:999' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # pi-stacking interaction with Phe330 and Trp84 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({330, 84}.issubset(pistackres))
def test_2pvb(self): """Pike parvalbumin binding calcium (2pvb) Reference: Harding. The architecture of metal coordination groups in proteins. (2004), Fig. 6 """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/2pvb.pdb') bsid = 'CA:A:110' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Ca atom with square pyramidal geometry (coordination number 5) self.assertEqual(s.metal_complexes[0].coordination_num, 5) self.assertEqual(s.metal_complexes[0].geometry, 'square.pyramidal')
def test_1h2t(self): """Binding of methylated guanosine to heterodimeric nuclear-cap binding complex (1h2t) Reference: Chakrabarti et al. Geometry of nonbonded interactions involving planar groups in proteins. (2007) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1h2t.pdb') s = tmpmol.interaction_sets['7MG-Z-1152'] # Sandwiched pi-stacking involving Tyr20 and Tyr43 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({20, 43}.issubset(pistackres)) # Hydrogen bond with R112 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({112}.issubset(hbonds)) # Salt bridge with D116 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_pneg} self.assertTrue({116}.issubset(saltb))
def __init__(self, protein, ligand, within=7.5): self.protein = protein self.ligand = ligand genASite = GenActiveSite(within=within) self.asite = genASite(self.protein, self.ligand) renumberResidues(self.asite) log(f'nAtoms of asite {self.asite.GetNumAtoms()}') complex = Chem.CombineMols(self.asite, self.ligand) self.pmol = PDBComplex() cont = Chem.MolToPDBBlock(complex).replace('UNL 1', 'MOL 1') self.pmol.load_pdb(cont, as_string=True) self.pmol.analyze()
def test_3thy(self): """Binding of ADP tp MutS(3thy) Reference: Shikha et al. Mechanism of mismatch recognition revealed by human MutSβ bound to unpaired DNA loops.(2012) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/3thy.pdb') bsid = 'ADP:A:935' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Saltbridge to His295 and Lys675 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_lneg} self.assertTrue({675}.issubset(saltb)) # pi-stacking interaction with Tyr815 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({815}.issubset(pistackres))
def test_4alw(self): """Binding of benzofuropyrimidinones compound 3 to PIM-1 (4alw) Reference: Tsuhako et al. The design, synthesis, and biological evaluation of PIM kinase inhibitors.(2012) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/4alw.pdb') bsid = 'HY7:A:1308' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Hydrogen bonds to Asp186 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({186}.issubset(hbonds)) # Saltbridge to A186 and Glu171 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_pneg} self.assertTrue({186, 171}.issubset(saltb))
def test_1eve(self): """Binding of anti-Alzheimer drug E2020 to acetylcholinesterase from Torpedo californica (1eve) Reference: Chakrabarti et al. Geometry of nonbonded interactions involving planar groups in proteins. (2007) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1eve.pdb') bsid = 'E20:A:2001' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Aromatic stacking with Trp84 and Trp279 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({84, 279}.issubset(pistackres)) # Pi-Cation interaction of Phe330 with ligand pication = {pication.resnr for pication in s.pication_paro} self.assertTrue({330}.issubset(pication))
def test_4qnb(self): """Binding of (4qnb) Reference: Bhattacharya et al. Structural basis of HIV-1 capsid recognition by PF74 and CPSF6(2014) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/4qnb.pdb') bsid = '1B0:A:301' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Hydrogen bonds to Asn57 and Lys70 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({57, 70}.issubset(hbonds)) # Cation-pi interactions with Lys70 picat = {pication.resnr for pication in s.pication_laro} self.assertEqual({70}, picat)
def test_1osn(self): """Binding of VZV-tk to BVDU-MP (2reg) Reference: Bird et al. Crystal structures of Varicella Zoster Virus Thyrimidine Kinase. (2003) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1osn.pdb') bsid = 'BVP:A:500' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Sandwiched pi-stacking involving Phe93 and Phe139 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({93, 139}.issubset(pistackres)) # Hydrogen bonding of Gln90 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({90}.issubset(hbonds))
def test_1ay8(self): """Binding of PLP to aromatic amino acid aminotransferase(1ay8) Reference: Okamoto et al. Crystal structures of Paracoccus denitrificans aromatic amino acid aminotransferase: a substrate recognition site constructed by rearrangement of hydrogen bond network..(1998) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1ay8.pdb') s = tmpmol.interaction_sets['PLP-A-413'] # Hydrogen bonds to Gly108, Thr109, Asn194 and Ser257 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({108, 109, 194, 257}.issubset(hbonds)) # Saltbridge to Ly258 and Arg266 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_lneg} self.assertTrue({258, 266}.issubset(saltb)) # pi-stacking interaction with Trp140 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({140}.issubset(pistackres))
def plip_analysis_targets(pdbpath, pdb_id, pi_helix_pdb_ids): mol = PDBComplex() mol.load_pdb(pdbpath) chain_id = pdb_id.split('_')[-1] ligand_interactions = [] # plip analysis ligand_list_from_mol = [x.hetid for x in mol.ligands] print('=> ' + str(len(ligand_list_from_mol)) + ' ligands to process') mol.analyze() full_data_mol[pdb_id] = mol print(target_pdb_plip_data[pdb_id]) for bsid in [ ":".join([x.hetid, x.chain, str(x.position)]) for x in mol.ligands ]: # for every ligand encountered in pdb print bsid if bsid.split(':')[0] not in target_pdb_plip_data[pdb_id].keys(): print 'BSID not in PLIP data', bsid continue if (not target_pdb_plip_data[pdb_id][bsid.split(':')[0]] or bsid.split(':')[1] != chain_id): continue print 'passed filters:', bsid #print '|', interactions = mol.interaction_sets[ bsid] # Contains all interaction data pi_helix_pdb_ids_all = [res for reg in pi_helix_pdb_ids for res in reg] #print pi_helix_pdb_ids #print pi_helix_pdb_ids_all for inter in interactions.all_itypes: if inter.resnr in pi_helix_pdb_ids_all: inter_type = str(type(inter)).strip('<>\'').split('.')[-1] print inter_type, inter.resnr, inter.restype, inter.restype_l ligand_interactions.append(inter) return ligand_interactions
def process_pdb(pdbfile, outpath, as_string=False, outputprefix='report'): """Analysis of a single PDB file. Can generate textual reports XML, PyMOL session files and images as output.""" if not as_string: startmessage = '\nStarting analysis of %s\n' % pdbfile.split('/')[-1] else: startmessage = "Starting analysis from stdin.\n" write_message(startmessage) write_message('='*len(startmessage)+'\n') mol = PDBComplex() mol.output_path = outpath mol.load_pdb(pdbfile, as_string=as_string) # #@todo Offers possibility for filter function from command line (by ligand chain, position, hetid) for ligand in mol.ligands: mol.characterize_complex(ligand) create_folder_if_not_exists(outpath) # Generate the report files streport = StructureReport(mol, outputprefix=outputprefix) config.MAXTHREADS = min(config.MAXTHREADS, len(mol.interaction_sets)) ###################################### # PyMOL Visualization (parallelized) # ###################################### if config.PYMOL or config.PICS: try: from plip.modules.visualize import visualize_in_pymol except ImportError: from modules.visualize import visualize_in_pymol complexes = [VisualizerData(mol, site) for site in sorted(mol.interaction_sets) if not len(mol.interaction_sets[site].interacting_res) == 0] if config.MAXTHREADS > 1: write_message('\nGenerating visualizations in parallel on %i cores ...' % config.MAXTHREADS) parfn = parallel_fn(visualize_in_pymol) parfn(complexes, processes=config.MAXTHREADS) else: [visualize_in_pymol(plcomplex) for plcomplex in complexes] if config.XML: # Generate report in xml format streport.write_xml(as_string=config.STDOUT) if config.TXT: # Generate report in txt (rst) format streport.write_txt(as_string=config.STDOUT)
def test_1hii(self): """HIV-2 protease in complex with novel inhibitor CGP 53820 (1hii) Reference: Comparative analysis of the X-ray structures of HIV-1 and HIV-2 proteases in complex with CGP 53820, a novel pseudosymmetric inhibitor (1995) """ tmpmol = PDBComplex() tmpmol.load_pdb('./pdb/1hii.pdb') bsid = 'C20:B:101' for ligand in tmpmol.ligands: if ':'.join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Water bridges waterbridges = {str(wb.resnr)+wb.reschain for wb in s.water_bridges} self.assertTrue({'50A', '50B'}.issubset(waterbridges)) # Bridging Ile-B50 and Ile-A50 with ligand # Hydrogen bonds hbonds = {str(hbond.resnr)+hbond.reschain for hbond in s.hbonds_pdon+s.hbonds_ldon} self.assertTrue({'27A', '27B', '29A', '48A', '48B'}.issubset(hbonds))