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Identification of novel cyclin-dependent kinase 4/6 inhibitors from marine natural products
被引:0
作者:
Debnath, Abhijit
[1
]
Mazumder, Rupa
[1
]
Singh, Anil Kumar
[2
]
Singh, Rajesh Kumar
[2
]
机构:
[1] Noida Inst Engn & Technol, Pharm Inst, Inst Area, Greater Noida, Uttar Pradesh, India
[2] Banaras Hindu Univ, Inst Med Sci, Dept Dravyaguna, Varanasi, India
来源:
关键词:
GENERAL FORCE-FIELD;
DRUG DISCOVERY;
CDK4/6;
INHIBITORS;
SOFTWARE NEWS;
CANCER;
CONSENSUS;
DOCKING;
VISUALIZATION;
ABEMACICLIB;
COMBINATION;
D O I:
10.1371/journal.pone.0313830
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:
Cyclin-dependent kinases 4 and 6 (CDK4/6) are crucial regulators of cell cycle progression and represent important therapeutic targets in breast cancer. This study employs a comprehensive computational approach to identify novel CDK4/6 inhibitors from marine natural products. We utilized structure-based virtual screening of the CMNPD database and MNP library, followed by rigorous filtering based on drug-likeness criteria, PAINS filter, ADME properties, and toxicity profiles. From an initial hit of 9,497 compounds, 2,344 passed drug-likeness and PAINS filters. Further ADME filtering yielded 50 compounds, of which 25 exhibited non-toxic profiles. These 25 candidates underwent consensus molecular docking using seven distinct algorithms: AutoDockTools 4.2, idock, LeDock, Qvina 2, Smina, AutoDock Vina 1.2.0, PLANTS, and rDock. Based on these results, six top-scoring compounds were selected for comprehensive 500 nanosecond all-atom molecular dynamics simulations to evaluate their structural stability and interactions with CDK4/6. Our analysis revealed that compounds CMNPD11585 and CMNPD2744 demonstrated superior stability in their interactions with CDK4/6, exhibiting lower RMSD and RMSF values, more favorable binding free energies, and persistent hydrogen bonding patterns. These compounds also showed lower Solvent Accessible Surface Area values, indicating better compatibility with the CDK4/6 active site. Subsequent in-vitro studies using MTT assays on MCF-7 breast cancer cells confirmed the cytotoxic effects of these compounds, with CMNPD11585 showing the highest potency, followed by CMNPD2744.
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页数:35
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