Molecular modeling study of pyrrolidine derivatives as novel myeloid cell leukemia-1 inhibitors through combined 3D-QSAR, molecular docking, ADME/Tox and MD simulation techniques

被引:14
|
作者
Tabti, Kamal [1 ]
Baammi, Soukayna [2 ]
Sbai, Abdelouahid [1 ]
Maghat, Hamid [1 ]
Lakhlifi, Tahar [1 ]
Bouachrine, Mohammed [1 ,3 ]
机构
[1] Moulay Ismail Univ, Fac Sci, Mol Chem & Nat Subst Lab, Meknes, Morocco
[2] Mohammed VI Polytech Univ, African Genome Ctr AGC, Benguerir, Morocco
[3] Sultan Moulay Sliman Univ, High Sch Technol Khenifra, Benimellal, Morocco
来源
关键词
Mcl-1; QSAR; HQSAR; docking molecular; MD simulation; MMPBSA; ADMET PREDICTION; DRUG DISCOVERY; BCL-2; PROTEINS; MCL-1; IDENTIFICATION; APOPTOSIS; SPECTRUM; DESIGN; CANCER; COMFA;
D O I
10.1080/07391102.2023.2183032
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
A series of pyrrolidine derivatives have been used to study the main structural requirements for designing novel Mcl-1 inhibitors. For this purpose, three models CoMSIA, CoMFA and HQSAR were generated using QSAR molecular modeling techniques. The statistical results of the CoMFA (Q(2) = 0.689; R = 0.999; R-pred(2) = 0.986), CoMSIA (Q(2) = 0.614; R-2 = 0.923; R-pred(2) = 0.815) and HQSAR (Q(2)= 0.603; R-2 = 0.662; R-pred(2) = 0.743) models showed good stability and predictability. The results of the models were presented as contours and colored fragments indicating the favorable and unfavorable contribution to the inhibitory activity of Mcl-1. Based on the obtained results, four new compounds were designed with more potent predicted pIC(50) inhibitory activity. The ADME/Tox results and the pharmacokinetic properties revealed that these four compounds are orally bioavailable and show good permeability. In addition the four compounds showing non-inhibitors of CYP3A4 and CYP2D6 with the exception of Pred03. At the level of toxicity profile, the compounds Pred01, Pred02 and Pred03 showed interesting results and showed no AMES toxicity, no hERG inhibition and no skin sensitization. Molecular docking results were used to uncover the mode of interaction between the ligand and key residues of protein binding site. Molecular docking results were supported by molecular simulation and binding free energy estimation (MMPBSA). These results demonstrate the stability of the analyzed compounds in the target protein binding site during a 100 ns trajectory. Finally, all these results create a strong lead to develop promising new Pyrrolidine-based inhibitors against Mcl-1.Communicated by Ramaswamy H. Sarma
引用
收藏
页码:13798 / 13814
页数:17
相关论文
共 50 条
  • [1] Design, 3D-QSAR, molecular docking, MD simulations, ADME/Tox properties and DFT study of benzimidazole derivatives as promising α-glucosidase inhibitors
    Khaldan, Ayoub
    Bouamrane, Soukaina
    Ouabane, Mohamed
    El-mernissi, Reda
    Alaqarbeh, Marwa
    Alnajjare, Radwan
    Gurer, Eda Sonmez
    Kaya, Savas
    Maghat, Hamid
    Bouachrine, Mohammed
    Lakhlifi, Tahar
    Sbai, Abdelouahid
    JOURNAL OF MOLECULAR STRUCTURE, 2025, 1328
  • [2] Molecular modelling of quinoline derivatives as telomerase inhibitors through 3D-QSAR, molecular dynamics simulation, and molecular docking techniques
    Vishwakarma, Keerti
    Bhatt, Hardik
    JOURNAL OF MOLECULAR MODELING, 2021, 27 (02)
  • [3] Molecular modelling of quinoline derivatives as telomerase inhibitors through 3D-QSAR, molecular dynamics simulation, and molecular docking techniques
    Keerti Vishwakarma
    Hardik Bhatt
    Journal of Molecular Modeling, 2021, 27
  • [4] Molecular modeling study of CP-690550 derivatives as JAK3 kinase inhibitors through combined 3D-QSAR, molecular docking, and dynamics simulation techniques.
    Wang, Jing Li
    Cheng, Li Ping
    Tian Chi Wang
    Deng, Wei
    Wu, Fan Hong
    JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2017, 72 : 178 - 186
  • [5] 3D-QSAR, ADME-Tox, and molecular docking of semisynthetic triterpene derivatives as antibacterial and insecticide agents
    Ossama Daoui
    Noureddine Mazoir
    Mohamed Bakhouch
    Mohammed Salah
    Ahmed Benharref
    Azucena Gonzalez-Coloma
    Souad Elkhattabi
    Mohamed El Yazidi
    Samir Chtita
    Structural Chemistry, 2022, 33 : 1063 - 1084
  • [6] 3D-QSAR, ADME-Tox, and molecular docking of semisynthetic triterpene derivatives as antibacterial and insecticide agents
    Daoui, Ossama
    Mazoir, Noureddine
    Bakhouch, Mohamed
    Salah, Mohammed
    Benharref, Ahmed
    Gonzalez-Coloma, Azucena
    Elkhattabi, Souad
    El Yazidi, Mohamed
    Chtita, Samir
    STRUCTURAL CHEMISTRY, 2022, 33 (04) : 1063 - 1084
  • [7] Combined 3D-QSAR Modeling and Molecular Docking Study on Quinoline Derivatives as Inhibitors of P-selectin
    Zeng, Huahui
    Cao, Ran
    Zhang, Huabei
    CHEMICAL BIOLOGY & DRUG DESIGN, 2009, 74 (06) : 596 - 610
  • [8] In silico research on new sulfonamide derivatives as BRD4 inhibitors targeting acute myeloid leukemia using various computational techniques including 3D-QSAR, HQSAR, molecular docking, ADME/Tox, and molecular dynamics
    Belghalia, Etibaria
    Ouabane, Mohamed
    El Bahi, Salma
    Rehman, Hafiz Muzzammel
    Sbai, Abdelouahid
    Lakhlifi, Tahar
    Bouachrine, Mohammed
    JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS, 2024, 42 (17): : 9201 - 9219
  • [9] 3D-QSAR, Molecular Docking, and MD Simulations of Anthraquinone Derivatives as PGAM1 Inhibitors
    Wang, Yuwei
    Guo, Yifan
    Qiang, Shaojia
    Jin, Ruyi
    Li, Zhi
    Tang, Yuping
    Leung, Elaine Lai Han
    Guo, Hui
    Yao, Xiaojun
    FRONTIERS IN PHARMACOLOGY, 2021, 12
  • [10] Molecular structural investigations of quinoxaline derivatives through 3D-QSAR, molecular docking, ADME prediction and pharmacophore modeling studies for the search of novel antimalarial agent
    Mishra, Achal
    Jha, Vibhu
    Rajak, Harish
    JOURNAL OF THE INDIAN CHEMICAL SOCIETY, 2022, 99 (02)