keywords: Aryl hydrocarbon receptor (AhR), genetic function approximation, QSAR
In order to perform the screening of new potential pollution points and to estimate their impact on the environment, a molecular docking and quantitative structure-activity relationship (QSAR) model of some polychlorinated aromatic compounds was developed for further understanding of the mechanism of toxicity. From molecular docking, hydrogen-bonding, hydrophobic, Van der Waals, Pi-sigma, Amide-Pi stacked, Alkyl, Pi-Alkyl and π − π interactions were observed to be characteristic interactions between compounds and aryl hydrocarbon receptor (AhR). Based on the mechanism of interactions, an optimum 3D-QSAR model with good robustness (R2 = 0.930)and predictability (Rpred 2 = 0.824) was developed by Genetic function approximation (GFA). Additionally, the developed QSAR model indicated that the distribution of charge, the distant intramolecular, molecular size, shape profiles, polarizability and electropological states of compounds were related to the binding affinities to AhR. Hence, the model can be used for the screening of ligands for AhR binding activity.
Anitha K, Gopi G, GirishSenthil& Kumar P 2013. Molecular docking study on dipeptidyl peptidase-4 inhibitors. Int. J. Res. Dev. Pharm. L. Sci., 2(5): 602-610 Azeddine A, Rachid H, Majdouline L, Mohammed B &Tahar L 2014. Binding affinities (AhR) of polychlorinated biphenyls (PCBs), dibenzo-p-dioxins (PCDDs) and dibenzofurans (PCDFs) study combining DFT and QSAR results. IJARCSSE vol. 4. Borosky GL, LaaliKK 2005. A computational study of carbocations from oxidized metabolites of dibenzo[a,h]acridine and their fluorinated and methylated derivatives. Chem. Res. Toxicol., 18: 1876–1886.Burbach KM, Poland A & Bradfield CA. 1992. Cloning of the Ah-receptor cDNA reveals a distinctive ligand-activated transcription factor. P. Natl. Acad. Sci., 89(17): 8185-8189. Colominas C, Orozco M, LuqueFJ, BorrellJI&Teixido J 1998. A priori prediction of substituent and solvent effects in the basicity of nitriles. J. Org. Chem., 63: 4947–4953. Dong-Chan K & Jae-Ki R 2016. In silicoAnalysis and Molecular Docking Comparison of Curcumin and Bisdemethoxycurcumin on Transthyretin. Am. J. Pharmacol. Sci., 4(2): 28-30. Gallegos A, Robert D, Girones X &Carbo-Dorca R 2001. Structure–toxicity relationships of polycyclic aromatic hydrocarbons using molecular quantum similarity. J. Comput. Aid. Mol. Des., 15: 67–80. Gerhard Lammel& Rainer Lohmann 2012. Identifying the research needs in the global assessment of toxic compounds 10 years after the signature of the Stockholm Convention. Envt. Sci. Pollut. Res., 19: 1873–1874. Golbraikh A &Tropsha A 2002. Beware of q2. J. Molec. Graphics & Mod., 20(4): 269–276. Hansch C, Hoekman D, Leo A, Weininger D & Selassie CD 2002. Chembioinformatics: Comparative QSAR at the interface between chemistry and biology. Chem. Rev., 102: 783–812. HestermannEV, StegemanJJ& Hahn ME 2000. Relative contributions of affinity and intrinsic efficacy to aryl hydrocarbon receptor ligand potency. Toxicol. Appl. Pharmacol., 168: 160–172. Hilscherova K, Machala M, Kannan K, Blankenship AL &Giesy JP 2000. Cell bioassays for detection of aryl hydrocarbon (AhR) and estrogen receptor (ER) mediated activity in environmental samples. Environ. Sci. Pollut.R., 7: 159–171. http://pyrx.sourceforge.net; Scripps Institute. http://www.rcsb.org/pdb; PDB ID: 1P97. Huang ZJ, Edery I &Rosbash M 1993. PAS is a dimerization domain common to Drosophila period and several transcription factors. Nature, 364: 259-262. Huifeng Wu Fei Li, Xuehua Li, Xiaoli Liu, Linbao Zhang, Liping You &Jianmin Zhao 2011. Docking and 3DQSAR studies on the Ah receptor binding affinities of polychlorinated biphenyls (PCBs), dibenzo-p-dioxins (PCDDs) and dibenzofurans (PCDFs). Envtal. Toxico. &Pharmaco. 3(2): 478–485. Kewley RJ, Whitelaw ML & Chapman-Smith A, 2004. The mammalian basic helix-loop-helix/PAS family of transcriptional regulators. Int. J. Biochem. Cell B, 36(2): 189-204. Kumar S, Chang RL, Wood AW, Xie JG, Huang MT, Cui XX, Kole PL, Sikka HC, Balani SK, Conney AH &JerinaDM 2001. Tumorigenicity of racemic and optically pure bay region diol epoxides and other derivatives of the nitrogen heterocycledibenz[a,h]acridine on mouse skin. Carcinogenesis, 22: 951–955. Landers JP &Bunce NJ 1991. The Ah receptor and the mechanism of dioxin toxicity. Biochem. J., 276, 273–287. Lei Q, Liu H, Peng Y & Xiao P 2015. In silico target fishing and pharmacological profiling for the isoquinoline alkaloids of Macleayacordata (Bo LuoHui). Chinese Medicine, 10: 37. LucierGWPortier CJ & Gallo MA 1993. Receptor mechanisms and dose–response models for the effects of dioxins. Environ. Health Perspect. 101: 36–44. MárciaSP 2004. Polychlorinated Dibenzo-P-Dioxins (PCDD), dibenzofurans (PCDF) and polychlorinated biphenyls (PCB): main sources, environmental behaviour and risk to man and biota; Quim. Nova., 27(6) 934-943. Martin Šala, Alexandru T, BalabanMarjanVeber&MatevžPompe, 2016. QSAR Models for Estimating Aryl Hydrocarbon Receptor Binding Affinity of Polychlorobiphenyls, Polychlorodibenzodioxins, and Polychlorodibenzofurans, MATCH Commun. Math. Comput. Chem.,75: 559-582. Maryam I, Atefeh S &Asghar D 2015. Molecular docking analysis and molecular dynamics simulation study of ameltolide analogous as a sodium channel blocker. Turkish J. Chem., 39: 306 – 316. NebertDW, Puga A &Vasiliou V 1993. Role of the Ah receptor and the dioxin-inducible [Ah] gene battery in toxicity, cancer, and signal-transduction. Ann. N.Y. Acad. Sci., 685: 624–640. Ohura T, Morita M, Kuruto-Niwa R, Amagai T, Sakakibara H &Shimoi K 2010. Differential action of chlorinated polycyclic aromatic hydrocarbons on aryl hydrocarbon receptor-mediated signaling in breast cancer cells. Environ. Toxicol., 25: 180–187. PerdewGH 1988. Association of the Ah receptor with the 90-kDa heat shock protein. J. Biol. Chem., 263(27): 13802-5. Politzer P, Abrahmsen L &Sjoberg P 1984. Effects of amino and nitro substituents upon the electrostatic potential of an aromatic ring. J. Am. Chem. Soc., 106: 855–860. Ravinchandran V, Rajak H, Jain A, Sivadasan S, Varghese CP& Kishore-Agrawal R 2011. Validation of QSAR models-strategies and importance. Int. J. Drug Design & Discovery, 2: 511–519. Rohmah RN, Hardiyanti F &Fatchiyah F 2015. Inhibition on JAK-STAT3 Signaling Transduction Cascade Is Taken by Bioactive Peptide Alpha-S2 Casein protein from goat Ethawah breed milk. Actainformaticamedica: AIM: J. Soc. Medical Informatics of Bosnia & Herzegovina: CasopisDrustvazaMedicinskuInformatikuBiH., 23: 233-238. SambasivaraoSV, Roberts J, BharadwajVS, Slingsby JG, Rohleder C & Mallory C 2014. Acetylcholine promotes binding of alpha-conotoxin MII at alpha3beta2 nicotinic acetylcholine receptors. Chembiochem: Eur. J. Chem. Bio., 15: 413-24. Schmidt JV & Bradfield CA 1996. Ah receptor signaling pathways. Annu. Rev. Cell Devt. Bio., 12(1): 55-89. Trott O & Olson AJ 2010. AutoDockVina: Improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J. Computational Chem., 31: 455-461. Usha T, Middha SK, Goyal AK, Karthik M, Manoj D &Faizan S et al 2014. Molecular docking studies of anti-cancerous candidates in Hippophaerhamnoides and Hippophaesalicifolia. J. Biomed. Res., 28: 406-415. Wavefunction2013. Inc. Spartan’14, version 1.1.2: Irvine, California, USA. Whitlock Jr JP 1993. Mechanistic aspects of dioxin action. Chem. Res. Toxicol., 6(6): 754-763. www.cambridgesoft.Corn Xue WL &Warshawsky D 2005. Metabolic activation of polycyclic and heterocyclic aromatic hydrocarbons and DNA damage: a review. Toxicol. Appl. Pharm. 206, 73–93. Yap Chun Wei 2011. Inc. PaDEL-Descriptor, version 2.18: A software to calculate molecular descriptors and fingerprints. http://padel.nus.edu.sg.