Uncovering potential CDK9 inhibitors from natural compound databases through docking-based virtual screening and MD simulations

被引:0
作者
Singh, Pooja [1 ]
Kumar, Vikas [2 ,3 ]
Jung, Tae Sung [4 ]
Lee, Jeong Sang [6 ,7 ]
Lee, Keun Woo [2 ,5 ]
Hong, Jong Chan [1 ]
机构
[1] Gyeongsang Natl Univ GNU, Plant Mol Biol & Biotechnol Res Ctr PMBBRC, Div Appl Life Sci Four BK21, 501 Jinju Daero, Jinju 52828, South Korea
[2] Gyeongsang Natl Univ GNU, Res Inst Nat Sci RINS, Dept Bio & Med Big Data, Program BK4,Div Life Sci, 501 Jinju Daero, Jinju 52828, South Korea
[3] Basque Ctr Mat Applicat & Nanostruct BCMat, Computat Biophys Lab, Bldg Martina Casiano,Pl 3 Parque Cientif UPV-EHU B, Leioa 48940, Spain
[4] Gyeongsang Natl Univ, Res Inst Nat Sci, Coll Vet Med, Lab Aquat Anim Dis, Jinju 52828, South Korea
[5] Angel I Drug Design AiDD, 33-3 Jinyangho Ro 44, Jinju 52650, South Korea
[6] Res Spin Off Co, GSCRO, Innopolis Jeonbuk, Jeonju 55069, South Korea
[7] Jeonju Univ, Coll Med Sci, Dept Food & Nutr, Jeonju 55069, South Korea
基金
新加坡国家研究基金会;
关键词
Cyclin-dependent kinases (CDKs); Cancer; Virtual screening; Molecular docking; Molecular dynamics simulations; CYCLIN-DEPENDENT KINASES; MOLECULAR-DYNAMICS SIMULATIONS; STRUCTURE-BASED DISCOVERY; IN-SILICO; TARGETS; TIP3P; TOOL;
D O I
10.1007/s00894-024-06067-z
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
ContextCyclin-dependent kinase 9 (CDK9) plays a significant role in gene regulation and RNA polymerase II transcription under basal and stimulated conditions. The upregulation of transcriptional homeostasis by CDK9 leads to various malignant tumors and therefore acts as a valuable drug target in addressing cancer incidences. Ongoing drug development endeavors targeting CDK9 have yielded numerous clinical candidate molecules currently undergoing investigation as potential CDK9 modulators, though none have yet received Food and Drug Administration (FDA) approval.MethodsIn this study, we employ in silico approaches including the molecular docking and molecular dynamics simulations for the virtual screening over the natural compounds library to identify novel promising selective CDK9 inhibitors. The compounds derived from the initial virtual screening were subsequently employed for molecular dynamics simulations and binding free energy calculations to study the compound's stability under virtual physiological conditions. The first-generation CDK inhibitor Flavopiridol was used as a reference to compare with our novel hit compound as a CDK9 antagonist. The 500-ns molecular dynamics simulation and binding free energy calculation showed that two natural compounds showed better binding affinity and interaction mode with CDK9 receptors over the reference Flavopiridol. They also showed reasonable figures in the predicted absorption, distribution, metabolism, excretion, and toxicity (ADMET) calculations as well as in computational cytotoxicity predictions. Therefore, we anticipate that the proposed scaffolds could contribute to developing potential and selective CDK9 inhibitors subjected to further validations.
引用
收藏
页数:15
相关论文
共 56 条
[1]   CDK9: A Comprehensive Review of Its Biology, and Its Role as a Potential Target for Anti-Cancer Agents [J].
Anshabo, Abel Tesfaye ;
Milne, Robert ;
Wang, Shudong ;
Albrecht, Hugo .
FRONTIERS IN ONCOLOGY, 2021, 11
[2]   CDK9: a signaling hub for transcriptional control [J].
Bacon, Curtis W. ;
D'Orso, Ivan .
TRANSCRIPTION-AUSTIN, 2019, 10 (02) :57-75
[3]   The structure of P-TEFb (CDK9/cyclin T1), its complex with flavopiridol and regulation by phosphorylation [J].
Baumli, Sonja ;
Lolli, Graziano ;
Lowe, Edward D. ;
Troiani, Sonia ;
Rusconi, Luisa ;
Bullock, Alex N. ;
Debreczeni, Judit E. ;
Knapp, Stefan ;
Johnson, Louise N. .
EMBO JOURNAL, 2008, 27 (13) :1907-1918
[4]   In silico studies for assessing physicochemical, pharmacokinetic and cytotoxicity properties of bioactive molecules identified by LC-MS in Aloe vera leaves extracts [J].
Bendjedid, Samira ;
Benouchenne, Djamila .
SOUTH AFRICAN JOURNAL OF BOTANY, 2023, 157 :75-81
[5]   CHARMM TIP3P Water Model Suppresses Peptide Folding by Solvating the Unfolded State [J].
Boonstra, Sander ;
Onck, Patrick R. ;
van der Giessen, Erik .
JOURNAL OF PHYSICAL CHEMISTRY B, 2016, 120 (15) :3692-3698
[6]   Canonical sampling through velocity rescaling [J].
Bussi, Giovanni ;
Donadio, Davide ;
Parrinello, Michele .
JOURNAL OF CHEMICAL PHYSICS, 2007, 126 (01)
[7]   CDK9 as a Valuable Target in Cancer: From Natural Compounds Inhibitors to Current Treatment in Pediatric Soft Tissue Sarcomas [J].
Cassandri, Matteo ;
Fioravanti, Rossella ;
Pomella, Silvia ;
Valente, Sergio ;
Rotili, Dante ;
Del Baldo, Giada ;
De Angelis, Biagio ;
Rota, Rossella ;
Mai, Antonello .
FRONTIERS IN PHARMACOLOGY, 2020, 11
[8]  
Chinnasamy P. Arumugam R., 2018, EGYPT J BASIC APPL S, V5, P265, DOI DOI 10.1016/J.EJBAS.2018.10.002
[9]   Transcription-Associated Cyclin-Dependent Kinases as Targets and Biomarkers for Cancer Therapy [J].
Chou, Jonathan ;
Quigley, David A. ;
Robinson, Troy M. ;
Feng, Felix Y. ;
Ashworth, Alan .
CANCER DISCOVERY, 2020, 10 (03) :351-370
[10]  
De Vivo M, 2011, FUTURE MED CHEM, V3, P1551, DOI [10.4155/FMC.11.113, 10.4155/fmc.11.113]