Broadening the scope of WEE1 inhibitors: identifying novel drug candidates via computational approaches and drug repurposing

被引:5
|
作者
Chandrasekaran, Jaikanth [1 ,4 ]
Sivakumaresan, Yogeetha [1 ]
Shankar, Keerthika [1 ]
Dickson, Melphiya [1 ]
Kumar, Shruthi Laya Saravana [1 ]
Ramanathan, Lalitha [1 ]
Ahmad, Iqrar [2 ,3 ]
Patel, Harun [3 ]
机构
[1] Sri Ramachandra Inst Higher Educ & Res Deemed Be U, Dept Nephrol, Chennai, Tamil Nadu, India
[2] Prof Ravindra Nikam Coll Pharm, Dept Pharmaceut Chem, Dhule, India
[3] R C Patel Inst Pharmaceut Educ & Res, Dept Pharmaceut Chem, Div Comp Aided Drug Design, Shirpur, India
[4] Sri Ramachandra Inst Higher Educ & Res Deemed be U, Dept Pharmacol, Chennai 600116, Tamil Nadu, India
来源
关键词
WEE1; kinase; small molecule inhibitors; e-pharmacophore model; t-SNE distribution map; analogue generation; MD simulation; TEMOZOLOMIDE;
D O I
10.1080/07391102.2023.2251070
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
The protein kinase Wee1 plays a vital role in the G2/M cell cycle checkpoint activation, triggered by double-stranded DNA disruptions. It fulfills this task by phosphorylating and consequently deactivating the cyclin B linked to Cdk1/Cdc2 at the Tyr15 residue, leading to a G2 cell cycle halt and subsequent delay of mitosis post DNA damage. Despite advancements, only the Wee1 inhibitor MK1775 has made it to Phase II clinical trials, presenting a challenge in innovative chemical structure development for small molecule discovery. To navigate this challenge, we employed an e-pharmacophore model of the MK1775-WEE1 complex (PDB ID: 5V5Y), using in silico screening of FDA-approved drugs. We chose six drugs for analog creation, guided by docking scores, key residue interactions, and ligand occupancy. Utilizing the 'DrugSpaceX' database, we generated 2,776 analogues via expert-defined transformations. Our findings identified DE90612 as the top-ranked analogue, followed by DE363106, DE489678, DE395383, DE90548, DE689343, DE395019, and DE538066. These analogues introduced unique structures not found in other databases. A t-SNE structurally diversified distribution map unveiled promising transformations linked to Temozolomide for WEE1 inhibitor development. Simulations of the WEE1-DE90612 complex (a Temozolomide analogue) for 200 nanoseconds demonstrated stability, with DE90612 forging robust bonds with active site residues and sustaining vital contacts at ASN376 and CYS379. These results underscore DE90612's potential inhibitory properties at the WEE1 binding site, warranting additional in vitro and in vivo exploration for its anticancer activity. Our approach outlines a promising pathway for creating diverse WEE1 inhibitors with suitable biological properties for potential oncology therapeutics.Communicated by Ramaswamy H. Sarma
引用
收藏
页码:9337 / 9347
页数:11
相关论文
共 48 条
  • [41] Computational Methods in Cooperation with Experimental Approaches to Design Protein Tyrosine Phosphatase 1B Inhibitors in Type 2 Diabetes Drug Design: A Review of the Achievements of This Century
    Campos-Almazan, Mara Ibeth
    Hernandez-Campos, Alicia
    Castillo, Rafael
    Sierra-Campos, Erick
    Valdez-Solana, Monica
    Avitia-Dominguez, Claudia
    Tellez-Valencia, Alfredo
    PHARMACEUTICALS, 2022, 15 (07)
  • [42] Identifying novel JAK1 inhibitors by structure-based virtual screening: A case study of using drug discovery tools at mcule.com
    Kiss, Robert
    Szalai, Ferenc
    Sayeski, Peter P.
    Keseru, Gyoergy M.
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2012, 244
  • [43] Discovery of potential PD-L1 small molecule inhibitors as novel cancer therapeutics using machine learning-based QSAR models: A virtual drug repurposing study
    Siyah, Pinar
    Durdagi, Serdar
    Aksoydan, Busecan
    BIOPHYSICAL JOURNAL, 2023, 122 (03) : 144A - 144A
  • [44] Drug Repositioning via Graph Neural Networks: Identifying Novel JAK2 Inhibitors from FDA-Approved Drugs through Molecular Docking and Biological Validation
    Yasir, Muhammad
    Park, Jinyoung
    Han, Eun-Taek
    Park, Won Sun
    Han, Jin-Hee
    Chun, Wanjoo
    MOLECULES, 2024, 29 (06):
  • [45] Novel Non-Peptide Inhibitors against SmCL1 of Schistosoma mansoni: In Silico Elucidation, Implications and Evaluation via Knowledge Based Drug Discovery
    Zafar, Atif
    Ahmad, Sabahuddin
    Rizvi, Asim
    Ahmad, Masood
    PLOS ONE, 2015, 10 (05):
  • [46] 1,2,4 triazolo[1,5-a] pyrimidin-7-ones as novel SARS-CoV-2 Main protease inhibitors: In silico screening and molecular dynamics simulation of potential COVID-19 drug candidates
    Kavitha, Kuppuswamy
    Sivakumar, Subramaniam
    Ramesh, Balasubramanian
    BIOPHYSICAL CHEMISTRY, 2020, 267
  • [47] RETRACTION: Screening of drug candidates against Endothelin-1 to treat hypertension using computational based approaches: Molecular docking and dynamics simulation (vol 17, e0269739, 2022) (Retraction of Vol 17, art no E0269739, 2022)
    Fatima, I
    Ihsan, H.
    Masoud, M. S.
    Kalsoom, S.
    Aslam, S.
    Rehman, A.
    PLOS ONE, 2023, 18 (04):
  • [48] The synthesis of non-steroidal anti-inflammatory drug (NSAID)-lantadene prodrugs as novel lung adenocarcinoma inhibitors via the inhibition of cyclooxygenase-2 (COX-2), cyclin D1 and TNF-α-induced NF-κB activation
    Suthar, Sharad Kumar
    Lee, Hong Boon
    Sharma, Manu
    RSC ADVANCES, 2014, 4 (37): : 19283 - 19293