Integrated structure model-based virtual screening approaches identified anti-cancer agents against prostate cancer by targeting MAOB protein

被引:5
作者
Molla, Mohammad Habibur Rahman [1 ]
Asseri, Amer H. [2 ,3 ]
Islam, Md. Shafiqul [4 ]
机构
[1] King Abdulaziz Univ, Fac Sci, Dept Biol Sci, PO 8 Box 80203, Jeddah 21598, Saudi Arabia
[2] King Abdulaziz Univ, Fac Sci, Dept Biochem, Jeddah 21589, Saudi Arabia
[3] King Abdulaziz Univ, Ctr Artificial Intelligence Precis Med, Jeddah 21589, Saudi Arabia
[4] Univ Chittagong, Inst Marine Sci, Chittagong 4431, Bangladesh
关键词
Structure-based pharmacophore modeling; MAOB protein; Molecular docking; ADMET; Molecular dynamics simulation; MONOAMINE-OXIDASE B; MOLECULAR DOCKING; DRUG DISCOVERY; DYNAMICS;
D O I
10.1186/s43042-023-00431-z
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
BackgroundFlavin monoamine oxidase gene encodes a protein (MAOB) that forms a part of the flavin monoamine oxidase family in the outer membrane of mitochondria. It plays a role in the tissue metabolism of neuroactive and vasoactive amines as well as the oxidative deamination of xenobiotic and biogenic amines. However, overexpression of the receptor reduced apoptosis in cells, resulting in the progress of prostate sarcoma. Therefore, various kinds of MAOB antagonists are often used to fix an apoptosis mechanism that makes it hard to get rid of cancer from live tissues. Moreover, chemical compounds that have been discovered to be MAOB inhibitors to date exhibit side effects that are causing problems in chemotherapy treatment. The study aims to discover new purchasable compound that induces apoptosis by allowing caspases to operate at their maximum efficiency and is low toxic.MethodsWith the assistance of virtual screening, molecular docking, and molecular dynamics simulation (MD), a structure-based pharmacophore model of the protein active site cavity was made. Twenty hits were found, and then a molecular docking strategy was used to choose four molecules to study in more depth. MD simulations were used to check the stability of the four compounds, and they were all shown to be stable when bound to the target protein.ResultsFour newly discovered compounds, included with ZINC ID Such as ZINC12143050, ZINC08301324, ZINC16743012, and ZINC64165826 with binding scores of - 11.7, - 11.4, - 11.2 and - 11.1 kcal/mol, respectively, may serve as lead compounds for the treatment of prostate cancer associated with MAOB; however, further evaluation through wet lab is needed to determine the compounds effectiveness.ConclusionA structure-based model was initially developed, followed by molecular docking, ADMET analysis, and MD simulation. The top four natural compounds identified in the A-to-Z virtual screening process could serve as lead molecules in the fight against prostate cancer.
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页数:20
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共 38 条
[11]   QSAR and Classification Study on Prediction of Acute Oral Toxicity of N-Nitroso Compounds [J].
Fan, Tengjiao ;
Sun, Guohui ;
Zhao, Lijiao ;
Cui, Xin ;
Zhong, Rugang .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (10)
[12]   Computational protein-ligand docking and virtual drug screening with the AutoDock suite [J].
Forli, Stefano ;
Huey, Ruth ;
Pique, Michael E. ;
Sanner, Michel F. ;
Goodsell, David S. ;
Olson, Arthur J. .
NATURE PROTOCOLS, 2016, 11 (05) :905-919
[13]   Discovery of Potential Chemical Probe as Inhibitors of CXCL12 Using Ligand-Based Virtual Screening and Molecular Dynamic Simulation [J].
Haider, Sajjad ;
Barakat, Assem ;
Ul-Haq, Zaheer .
MOLECULES, 2020, 25 (20)
[14]   Application of Mathematical Modeling and Computational Tools in the Modern Drug Design and Development Process [J].
Hasan, Md Rifat ;
Alsaiari, Ahad Amer ;
Fakhurji, Burhan Zain ;
Molla, Mohammad Habibur Rahman ;
Asseri, Amer H. ;
Sumon, Md Afsar Ahmed ;
Park, Moon Nyeo ;
Ahammad, Foysal ;
Kim, Bonglee .
MOLECULES, 2022, 27 (13)
[15]   Computational Identification of Druggable Bioactive Compounds from Catharanthus roseus and Avicennia marina against Colorectal Cancer by Targeting Thymidylate Synthase [J].
Islam, Md Rashedul ;
Awal, Md Abdul ;
Khames, Ahmed ;
Abourehab, Mohammad A. S. ;
Samad, Abdus ;
Hassan, Walid M., I ;
Alam, Rahat ;
Osman, Osman, I ;
Nur, Suza Mohammad ;
Molla, Mohammad Habibur Rahman ;
Abdulrahman, Abdulrasheed O. ;
Rajia, Sultana ;
Ahammad, Foysal ;
Hasan, Md Nazmul ;
Qadri, Ishtiaq ;
Kim, Bonglee .
MOLECULES, 2022, 27 (07)
[16]   Molecular Dynamics Simulations of the Interactions between Glial Cell Line-Derived Neurotrophic Factor Family Receptor GFRα1 and Small-Molecule Ligands [J].
Ivanova, Larisa ;
Tammiku-Taul, Jaana ;
Garcia-Sosa, Alfonso T. ;
Sidorova, Yulia ;
Saarma, Mart ;
Karelson, Mati .
ACS OMEGA, 2018, 3 (09) :11407-11414
[17]   Computer-aided drug discovery and development (CADDD):: In silico-chemico-biological approach [J].
Kapetanovic, I. M. .
CHEMICO-BIOLOGICAL INTERACTIONS, 2008, 171 (02) :165-176
[18]   TOXICITY TESTING IN THE 21ST CENTURY: A VISION AND A STRATEGY [J].
Krewski, Daniel ;
Acosta, Daniel, Jr. ;
Andersen, Melvin ;
Anderson, Henry ;
Bailar, John C., III ;
Boekelheide, Kim ;
Brent, Robert ;
Charnley, Gail ;
Cheung, Vivian G. ;
Green, Sidney, Jr. ;
Kelsey, Karl T. ;
Kerkvliet, Nancy I. ;
Li, Abby A. ;
McCray, Lawrence ;
Meyer, Otto ;
Patterson, Reid D. ;
Pennie, William ;
Scala, Robert A. ;
Solomon, Gina M. ;
Stephens, Martin ;
Yager, James ;
Zeise, Lauren .
JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH-PART B-CRITICAL REVIEWS, 2010, 13 (2-4) :51-138
[19]  
Kruger A., 2019, DRUG DISCOVERY DEV N, DOI [10.5772/intechopen.86174, DOI 10.5772/INTECHOPEN.86174]
[20]   Functional role of the "aromatic cage" in human monoamine oxidase B: Structures and catalytic properties of Tyr435 mutant proteins [J].
Li, M ;
Binda, C ;
Mattevi, A ;
Edmondson, DE .
BIOCHEMISTRY, 2006, 45 (15) :4775-4784