Novel computational and drug design strategies for inhibition of human papillomavirus-associated cervical cancer and DNA polymerase theta receptor by Apigenin derivatives

被引:50
作者
Akash, Shopnil [1 ]
Bayil, Imren [2 ]
Hossain, Md. Saddam [3 ]
Islam, Md. Rezaul [1 ]
Hosen, Md. Eram [4 ]
Mekonnen, Amare Bitew [5 ]
Nafidi, Hiba-Allah [6 ]
Bin Jardan, Yousef A. [7 ]
Bourhia, Mohammed [8 ]
Bin Emran, Talha [9 ,10 ]
机构
[1] Daffodil Int Univ, Fac Allied Hlth Sci, Dept Pharm, Dhaka 1216, Bangladesh
[2] Gaziantep Univ, Dept Bioinformat & Computat Biol, Gaziantep, Turkiye
[3] Islamic Univ, Fac Engn & Technol, Dept Biomed Engn, Kushtia, Bangladesh
[4] Univ Rajshahi, Dept Genet Engn & Biotechnol, Prof Joarder DNA & Chromosome Res Lab, Rajshahi 6205, Bangladesh
[5] Bahir Dar Univ, Dept Biol, POB 79, Bahir Dar, Ethiopia
[6] Laval Univ, Fac Agr & Food Sci, Dept Food Sci, Quebec City, PQ G1V 0A6, Canada
[7] King Saud Univ, Coll Pharm, Dept Pharmaceut, Riyadh, Saudi Arabia
[8] Ibn Zohr Univ, Fac Med & Pharm, Dept Chem & Biochem, Laayoune 70000, Morocco
[9] Brown Univ, Warren Alpert Med Sch, Dept Pathol & Lab Med, Providence, RI 02912 USA
[10] Brown Univ, Legorreta Canc Ctr, Providence, RI 02912 USA
关键词
MAINTENANCE THERAPY; CHAIN-REACTION; POL-THETA; REPAIR; SIMULATION; TUMORS; RISK;
D O I
10.1038/s41598-023-43175-x
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
The present study deals with the advanced in-silico analyses of several Apigenin derivatives to explore human papillomavirus-associated cervical cancer and DNA polymerase theta inhibitor properties by molecular docking, molecular dynamics, QSAR, drug-likeness, PCA, a dynamic cross-correlation matrix and quantum calculation properties. The initial literature study revealed the potent antimicrobial and anticancer properties of Apigenin, prompting the selection of its potential derivatives to investigate their abilities as inhibitors of human papillomavirus-associated cervical cancer and DNA polymerase theta. In silico molecular docking was employed to streamline the findings, revealing promising energy-binding interactions between all Apigenin derivatives and the targeted proteins. Notably, Apigenin 4 '-O-Rhamnoside and Apigenin-4 '-Alpha-l-Rhamnoside demonstrated higher potency against the HPV45 oncoprotein E7 (PDB ID 2EWL), while Apigenin and Apigenin 5-O-Beta-d-Glucopyranoside exhibited significant binding energy against the L1 protein in humans. Similarly, a binding affinity range of - 7.5 kcal/mol to - 8.8 kcal/mol was achieved against DNA polymerase theta, indicating the potential of Apigenin derivatives to inhibit this enzyme (PDB ID 8E23). This finding was further validated through molecular dynamic simulation for 100 ns, analyzing parameters such as RMSD, RMSF, SASA, H-bond, and RoG profiles. The results demonstrated the stability of the selected compounds during the simulation. After passing the stability testing, the compounds underwent screening for ADMET, pharmacokinetics, and drug-likeness properties, fulfilling all the necessary criteria. QSAR, PCA, dynamic cross-correlation matrix, and quantum calculations were conducted, yielding satisfactory outcomes. Since this study utilized in silico computational approaches and obtained outstanding results, further validation is crucial. Therefore, additional wet-lab experiments should be conducted under in vivo and in vitro conditions to confirm the findings.
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页数:22
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