# coding=utf-8 """ Protein-Ligand Interaction Profiler - Analyze and visualize protein-ligand interactions in PDB files. test_literature_validated.py - Unit Tests for literature-validated cases. """ import unittest from plip.structure.preparation import PDBComplex class LiteratureValidatedTest(unittest.TestCase): """Checks predictions against literature-validated interactions""" ############################################### # Literature-validated cases from publication # ############################################### 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_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") bsid = "GDP:Z:1151" 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 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 test_3pxf(self): """Binding of ANS to CDK2 (3pxf) Reference: Betzi et al. Discovery of a potential allosteric ligand binding site in CDK2 (2012) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/3pxf.pdb") bsids = ["2AN:A:305", "2AN:A:304"] for ligand in tmpmol.ligands: if ":".join([ligand.hetid, ligand.chain, str(ligand.position)]) in bsids: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsids[0]] # 2AN:A:305 # Hydrogen bonding of Asp145 and Phe146 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({145, 146}.issubset(hbonds)) # Salt bridge by Lys33 to sulfonate group saltb = {saltbridge.resnr for saltbridge in s.saltbridge_lneg} self.assertTrue({33}.issubset(saltb)) # Naphtalene positioned between Leu55 and Lys56, indicating hydrophobic interactions hydroph = {hydroph.resnr for hydroph in s.hydrophobic_contacts} self.assertTrue({55, 56}.issubset(hydroph)) s = tmpmol.interaction_sets[bsids[1]] # 2AN:A:304 # Salt bridges to sulfonate group by Lys56 and His71 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_lneg} self.assertTrue({56, 71}.issubset(saltb)) # Napthalene with hydrophobic interactions to Ile52 and Leu76 hydroph = {hydroph.resnr for hydroph in s.hydrophobic_contacts} self.assertTrue({52, 76}.issubset(hydroph)) 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") bsid = "CHT: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] # 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_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_2w0s(self): """Binding of Vacc-TK to TDP (2w0s) Reference: Caillat et al. Crystal structure of poxvirus thymidylate kinase: An unexpected dimerization has implications for antiviral therapy (2008) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/2w0s.pdb") bsid = "BVP:B:1207" # Complex of BVDU with Magnesium Cofactor 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 of Tyr101 and Arg72 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({101, 72}.issubset(hbonds)) # Halogen Bonding of Asn65 halogens = {halogen.resnr for halogen in s.halogen_bonds} self.assertTrue({65}.issubset(halogens)) # pi-stacking interaction with Phe68 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({68}.issubset(pistackres)) # Saltbridge to Arg41 and Arg93 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_lneg} self.assertTrue({41, 93}.issubset(saltb)) 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_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_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_2zoz(self): """Binding of CgmR to ethidium(2z0z) Reference: Itou et al. Crystal Structures of the Multidrug Binding Repressor Corynebacterium glutamicum CgmR in Complex with Inducers and with an Operator. (2010) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/2zoz.pdb") bsid = "ET:B:184" 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 Trp63 and Phe147 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({147}.issubset(pistackres)) # Trp 63!! # hydrophobic interaction of Leu59, Leu88, Trp63, Trp113, Phe147 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({59, 88, 63, 113, 147}.issubset(hydrophobics)) self.assertTrue({59, 88, 63, 92, 113, 147}.issubset(hydrophobics)) def test_1xdn(self): """Binding of ATP to RNA editing ligase 1 (1xdn) Reference: Deng et al. High resolution crystal structure of a key editosome enzyme from Trypanosoma brucei: RNA editing ligase 1. (2004) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/1xdn.pdb") bsid = "ATP:A:501" 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 Arg111, Ile61 (backbone), Asn92, Val88, Lys87 and Glu86# hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({111, 61, 92, 88, 87}.issubset(hbonds)) # Water bridges to Lys307, Arg309 and 111 from phosphate groups waterbridges = {wb.resnr for wb in s.water_bridges} # Water bridge to 60 not found due to prioritization self.assertTrue({307, 309, 111}.issubset(waterbridges)) # pi-stacking interaction with Phe209 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({209}.issubset(pistackres)) def test_1bma(self): """Binding of aminimide to porcine pancreatic elastase(1bma) Reference: Peisach et al. Interaction of a Peptidomimetic Aminimide Inhibitor with Elastase. (1995) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/1bma.pdb") bsid = "0QH:A:256" 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 val224 and Gln200 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({224, 200}.issubset(hbonds)) self.assertTrue({224, 200}.issubset(hbonds)) # hydrophobic interaction of Phe223 and val103 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({223, 103}.issubset(hydrophobics)) # Water bridges to Ser203 not detected due to prioritization waterbridges = {wb.resnr for wb in s.water_bridges} self.assertTrue(set().issubset(waterbridges)) def test_4rao(self): """Binding of (4rao) Reference: Keough et al. Aza-acyclic Nucleoside Phosphonates Containing a Second Phosphonate Group As Inhibitors of the Human, Plasmodium falciparum and vivax 6‑Oxopurine Phosphoribosyltransferases and Their Prodrugs As Antimalarial Agents (2004) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/4rao.pdb") bsid = "3L7:B: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 Val187, Lys165, Thr141, Lys140, Gly139, Thr138, Asp137 hbonds = { hbond.resnr for hbond in s.hbonds_pdon } # res nr 100, 68, 69 and 199 in alternative conformation, self.assertTrue({137, 138, 139, 140, 141, 165, 187}.issubset(hbonds)) # Water bridges to Asp137, Thr141, Met142, Arg199 and Gly139 # res nr 199 and 142 in alternative conformation # Water bridges to 137m 141, 139 not detected due to prioritization # pi-stacking interaction with Phe186 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({186}.issubset(pistackres)) 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_4kya(self): """Binding of non-classical TS inhibitor 3 with Toxoplasma gondii TS-DHFR(4kya) Reference: Zaware et al. Structural basis of HIV-1 capsid recognition by PF74 and CPSF6(2014) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/4kya.pdb") bsid = "1UG:E:702" 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 Ala609 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({609}.issubset(hbonds)) # Saltbridge to Asp513 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_pneg} self.assertTrue({513}.issubset(saltb)) # hydrophobic interaction of Ile402, Leu516, Phe520 and Met608 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({402, 516, 520, 608}.issubset(hydrophobics)) # pi-stacking interaction with Trp403 and Phe520 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({403, 520}.issubset(pistackres)) def test_1n7g(self): """Binding of NADPH to MURI from Arabidopsis thaliana (1n7g) Reference: Mulichak et al. Structure of the MUR1 GDP-mannose 4, 6-dehydratase from Arabidopsis thaliana: implications for ligand binding and specificity(2002) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/1n7g.pdb") bsid = "NDP:A:701" 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 Thr37, Gly38, Gln39, Asp40, Arg60, Leu92, Asp91, Ser63, Leu92, Ala115, Ser117, # Tyr128, Tyr185, Lys189, His215 and Arg220 # Publication give the Prediction for Asp91 as hydrogen bond, when this contains two acceptor atoms. hbonds = {hbond.resnr for hbond in s.hbonds_pdon} # #@todo Hbond to 128 not detected self.assertTrue( {37, 38, 39, 40, 92, 63, 92, 115, 117, 185, 189, 215, 220}.issubset(hbonds) ) # Water bridges to Gly35, Thr37, Gly38, Asp40, Arg60, Arg61, Ser63, Asn66, Ser117, Tyr128, Lys189, Arg220 waterbridges = {wb.resnr for wb in s.water_bridges} # Hydrogen bonds to 35, 37, 38, 40, 63, 117, 128, 189, 220 not detected due to prioritization self.assertTrue({60, 66, 61}.issubset(waterbridges)) # Saltbridge to arg60, Arg61, Arg69 and Arg220 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_lneg} # #@todo Additional saltbridges report to 69 and 200 (with large distances) self.assertTrue({60, 61}.issubset(saltb)) # Cation-pi interactions with Arg60 picat = {pication.resnr for pication in s.pication_laro} self.assertEqual({60}, picat) 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_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") bsid = "TMO:B: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 to Trp45 hbonds = {hbond.resnr for hbond in s.hbonds_ldon} 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_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_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") bsid = "BGO:A:300" 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 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_3r0t(self): """Binding of protein kinase CK2 alpha subunit in with the inhibitor CX-5279 (3r0t) Reference: Battistutta et al. Unprecedented selectivity and structural determinants of a new class of protein kinase CK2 inhibitors in clinical trials for the treatment of cancer (2011). """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/3r0t.pdb") bsid = "FU9:A:338" 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 Val116 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({116}.issubset(hbonds)) # Water bridge to Trp176 waterbridges = {wb.resnr for wb in s.water_bridges} self.assertTrue({176}.issubset(waterbridges)) # Saltbridge to Ly68 saltb = {saltbridge.resnr for saltbridge in s.saltbridge_lneg} self.assertTrue({68}.issubset(saltb)) # hydrophobic interaction of Val66, Phe113 and Ile174 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({66, 113, 174}.issubset(hydrophobics)) # pi-stacking interaction with His160 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({160}.issubset(pistackres)) def test_1aku(self): """Binding of Flavin mononucleotido with D.Vulgaris(1aku) Reference: McCarthy et al. Crystallographic Investigation of the Role of Aspartate 95 in the Modulation of the Redox Potentials of DesulfoVibrio Vulgaris Flavodoxin.(2002) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/1aku.pdb") bsid = "FMN:A:150" 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 Thr59 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({59}.issubset(hbonds)) # Water bridges to Asp63 and Tyr100 waterbridges = {wb.resnr for wb in s.water_bridges} # Water bridge to Tyr100 not detected due to prioritization self.assertTrue({63}.issubset(waterbridges)) # hydrophobic interaction of Trp60 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({60}.issubset(hydrophobics)) # pi-stacking interaction with Tyr98 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({98}.issubset(pistackres)) 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") bsid = "2YQ:D:1104" 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 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_1bju(self): """Binding of ACPU to bovine tripsin(1bju) Reference: Presnell et al. Oxyanion-Mediated Inhibition of Serine Proteases.(1998) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/1bju.pdb") bsid = "GP6:A:910" for ligand in tmpmol.ligands: if ":".join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # @todo Publication show hydrogen bond interactions for Gly219 # Hydrogen bonds to Ser190, Ser195, Gly219 and Asp189 hbonds = {hbond.resnr for hbond in s.hbonds_pdon + s.hbonds_ldon} self.assertTrue({189, 190, 195}.issubset(hbonds)) # Water bridges to Ser190 and Val227 # Water bridge to 190 not detected due to prioritization waterbridges = {wb.resnr for wb in s.water_bridges} self.assertTrue({227}.issubset(waterbridges)) # hydrophobic interaction of Leu99 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({99}.issubset(hydrophobics)) # pi-stacking interaction with His57 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({57}.issubset(pistackres)) def test_4agl(self): """Binding of P53 to PhiKan784(4agl) Reference: Wilcken et al. Halogen-Enriched Fragment Libraries as Leads for Drug Rescue of Mutant p53.(2012) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/4agl.pdb") bsid = "P84:A:400" 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 to Val147 waterbridges = {wb.resnr for wb in s.water_bridges} self.assertTrue({147}.issubset(waterbridges)) # hydrophobic interaction of Thr150 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({150}.issubset(hydrophobics)) # Halogen Bonding of Leu145 halogens = {halogen.resnr for halogen in s.halogen_bonds} self.assertTrue({145}.issubset(halogens)) 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") bsid = "37T:A:502" 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 bond to Ser237 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({237}.issubset(hbonds)) # pi-stacking interaction with Tyr157 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({157}.issubset(pistackres)) def test_2iuz(self): """Binding of C2-dicaffeine to Aspergilius fumigates(2iuz) Reference: Schüttelkopf et al. Screening-based discovery and structural dissection of a novel family 18 chitinase inhibitor.(2006) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/2iuz.pdb") bsid = "D1H:A:1440" 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 Trp137 # res nr 52 mentioned in alternative conformation, not considered hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({137, 138}.issubset(hbonds)) # Water bridges to Trp137 # res nr 52 mentioned in alternative conformation not considered waterbridges = {wb.resnr for wb in s.water_bridges} self.assertTrue({322}.issubset(waterbridges)) # pi-stacking interaction with Trp384, Trp137 and Trp52 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({52, 137, 384}.issubset(pistackres)) def test_3shy(self): """Binding of 5FO to PDE5A1 catalytic domain(3shy) Reference: Xu et al. Utilization of halogen bond in lead optimization: A case study of rational design of potent phosphodiesterase type 5 (PDE5) inhibitors.(2011) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/3shy.pdb") bsid = "5FO: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 to Gln817 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({817}.issubset(hbonds)) # hydrophobic interaction of Tyr612 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({612}.issubset(hydrophobics)) # pi-stacking interaction with Phe820 pistackres = {pistack.resnr for pistack in s.pistacking} self.assertTrue({820}.issubset(pistackres)) # Halogen Bonding of Tyr612 halogens = {halogen.resnr for halogen in s.halogen_bonds} self.assertTrue({612}.issubset(halogens)) 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") bsid = "PLP:A:413" 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 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 test_4rdl(self): """Binding of Norovirus Boxer P domain with Lewis y tetrasaccharide(4rdl) Reference: Hao et al. Crystal structures of GI.8 Boxer virus P dimers in complex with HBGAs, a novel evolutionary path selected by the Lewis epitope..(2014) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/4rdl.pdb") bsid = "FUC:A:601" for ligand in tmpmol.ligands: if ":".join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Instead of FUC-A-604 (sugar representative) # Water bridges to Asn395 waterbridges = {wb.resnr for wb in s.water_bridges} self.assertTrue({395}.issubset(waterbridges)) # Hydrogen bonds to Thr347, Gly348 and Asn395 hbonds = {hbond.resnr for hbond in s.hbonds_pdon} self.assertTrue({347, 348, 395}.issubset(hbonds)) # hydrophobic interaction of Trp392 hydrophobics = {hydrophobic.resnr for hydrophobic in s.all_hydrophobic_contacts} self.assertTrue({392}.issubset(hydrophobics)) ######################################### # Additional literature-validated cases # ######################################### 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)) # #@todo Publication mentions additional possible hydrogen bond with Asp28B # Hydrogen bonds with Asp-A25 are reported as a salt bridge as both partners have (potential) charges def test_1hvi(self): """HIV-1 protease in complex with Diol inhibitor (1hvi) Reference: Influence of Stereochemistry on Activity and Binding Modes for C2 Symmetry-Based Diol Inhibitors of HIV-1 Protease (1994) """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/1hvi.pdb") bsid = "A77:A:800" 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} # #@todo Water bridge with 50B not detected self.assertTrue( {"50A"}.issubset(waterbridges) ) # Bridging Ile-B50 and Ile-A50 with ligand # pi-cation Interactions picat = {pication.resnr for pication in s.pication_laro} self.assertEqual( {8}, picat ) # Described as weakly polar contact/stacking in paper # Hydrogen bonds hbonds = { str(hbond.resnr) + hbond.reschain for hbond in s.hbonds_pdon + s.hbonds_ldon } self.assertTrue({"25B", "27A", "27B", "48A", "48B"}.issubset(hbonds)) # #@todo Paper describes additional hydrogen bond with Asp25A def test_3o7g(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 } # Additional hydrogen bond to residue 530A reported self.assertTrue({"594A"}.issubset(hbonds)) def test_1hpx(self): """ HIV-1 Protease complexes with the inhibitor KNI-272 Reference: Structure of HIV-1 protease with KNI-272, a tight-binding transition-state analog containing allophenylnorstatine. Note that the residue numbering is different in the publication and the PDB structure. For residues in the B chain, the offset is -100 (e.g. Ile 50B in the PDB structure is Ile 150 in the paper). """ tmpmol = PDBComplex() tmpmol.load_pdb("./pdb/1hpx.pdb") bsid = "KNI:B:900" for ligand in tmpmol.ligands: if ":".join([ligand.hetid, ligand.chain, str(ligand.position)]) == bsid: tmpmol.characterize_complex(ligand) s = tmpmol.interaction_sets[bsid] # Hydrophobic contacts to Val82, Ile84, Ile150 as part of flap (S1, S1' sites) hydroph = {str(hyd.resnr) + hyd.reschain for hyd in s.all_hydrophobic_contacts} self.assertTrue({"82A", "84A", "50B"}.issubset(hydroph)) # Hydrogen bonds hbonds = { str(hbond.resnr) + hbond.reschain for hbond in s.hbonds_ldon + s.hbonds_pdon } # Additional hbond to 25B not detected (low angle?) self.assertTrue({"29B", "48B", "27B", "25A"}.issubset(hbonds)) # Water bridges waterbridges = {str(wb.resnr) + wb.reschain for wb in s.water_bridges} # Waterbridge with Gly27 is detected instead of Ala28/Asp29 self.assertTrue({"50A", "50B", "29A"}.issubset(waterbridges))