Pharmacokinetics and drug-likeness of antidiabetic flavonoids: Molecular docking and DFT study

被引:113
作者
Bitew, Mamaru [1 ]
Desalegn, Tegene [1 ]
Demissie, Taye B. [2 ]
Belayneh, Anteneh [3 ]
Endale, Milkyas [1 ]
Eswaramoorthy, Rajalakshmanan [1 ,4 ]
机构
[1] Adama Sci & Technol Univ, Sch Appl Nat Sci, Dept Appl Chem, Adama, Ethiopia
[2] Univ Botswana, Dept Chem, Gaborone, Botswana
[3] Debre Markos Univ, Dept Pharm, Coll Hlth Sci, Debre Markos, Ethiopia
[4] Saveetha Univ, Saveetha Inst Med & Tech Sci, Dept Biomat, Saveetha Dent Coll & Hosp, Chennai, Tamil Nadu, India
关键词
ANTIOXIDANT ACTIVITY; DISCOVERY; PREDICTION; DESIGN; PHYTOCHEMICALS; DERIVATIVES; INHIBITION; AMYLASE; MORIN; PLANT;
D O I
10.1371/journal.pone.0260853
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Computer aided toxicity and pharmacokinetic prediction studies attracted the attention of pharmaceutical industries as an alternative means to predict potential drug candidates. In the present study, in-silico pharmacokinetic properties (ADME), drug-likeness, toxicity profiles of sixteen antidiabetic flavonoids that have ideal bidentate chelating sites for metal ion coordination were examined using SwissADME, Pro Tox II, vNN and ADMETlab web tools. Density functional theory (DFT) calculations were also employed to calculate quantum chemical descriptors of the compounds. Molecular docking studies against human alpha amylase were also conducted. The results were compared with the control drugs, metformin and acarbose. The drug-likeness prediction results showed that all flavonoids, except myricetin, were found to obey Lipinski's rule of five for their drug like molecular nature. Pharmacokinetically, chrysin, wogonin, genistein, baicalein, and apigenin showed best absorption profile with human intestinal absorption (HIA) value of >= 30%, compared to the other flavonoids. Baicalein, butein, ellagic acid, eriodyctiol, Fisetin and quercetin were predicted to show carcinogenicity. The flavonoid derivatives considered in this study are predicted to be suitable molecules for CYP3A probes, except eriodyctiol which interacts with P-glycoprotein (p-gp). The toxicological endpoints prediction analysis showed that the median lethal dose (LD50) values range from 159-3919 mg/Kg, of which baicalein and quercetin are found to be mutagenic whereas butein is found to be the only immunotoxin. Molecular docking studies showed that the significant interaction (-7.5 to -8.3 kcal/mol) of the studied molecules in the binding pocket of the alpha -amylase protein relative to the control metformin with the crucial amino acids Asp 197, Glu 233, Asp 197, Glu 233, Trp 59, Tyr 62, His 101, Leu 162, Arg 195, His 299 and Leu 165. Chrysin was predicted to be a ligand with high absorption and lipophilicity with 84.6% absorption compared to metformin (78.3%). Moreover, quantum chemical, ADMET, drug-likeness and molecular docking profiles predicted that chrysin is a good bidentate ligand.
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页数:22
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