Multi-dimensional structural footprint identification for the design of potential scaffolds targeting METTL3 in cancer treatment from natural compounds

被引:10
作者
Issahaku, Abdul Rashid [1 ,2 ]
Mncube, Samukelisiwe Minenhle [1 ]
Agoni, Clement [1 ,2 ]
Kwofie, Samuel K. [3 ]
Alahmdi, Mohamed Issa [4 ]
Abo-Dya, Nader E. [5 ,6 ]
Sidhom, Peter A. [7 ]
Tawfeek, Ahmed M. [8 ]
Ibrahim, Mahmoud A. A. [1 ,9 ]
Mukelabai, Namutula [10 ]
Soremekun, Opeyemi [1 ,11 ]
Soliman, Mahmoud E. S. [1 ]
机构
[1] Univ KwaZulu Natal, Sch Hlth Sci, Mol Biocomputat & Drug Design Lab, Westville Campus, ZA-4001 Durban, South Africa
[2] West African Ctr Computat Res & Innovat, Accra, Ghana
[3] Univ Ghana, Coll Basic & Appl Sci, West African Ctr Cell Biol Infect Pathogens, Dept Biochem Cell & Mol Biol, LG54, Accra, Ghana
[4] Univ Tabuk, Fac Sci, Dept Chem, Tabuk 7149, Saudi Arabia
[5] Tabuk Univ, Fac Pharm, Dept Pharmaceut Chem, Tabuk 71491, Saudi Arabia
[6] Zagazig Univ, Fac Pharm, Dept Pharmaceut Organ Chem, Zagazig, Egypt
[7] Tanta Univ, Fac Pharm, Dept Pharmaceut Chem, Tanta 31527, Egypt
[8] King Saud Univ, Coll Sci, Chem Dept, Riyadh 11451, Saudi Arabia
[9] Minia Univ, Fac Sci, Chem Dept, Computat Chem Lab, Al Minya 61519, Egypt
[10] Univ KwaZulu Natal, Sch Hlth Sci, Dept Physiotherapy, Westville Campus, ZA-4001 Durban, South Africa
[11] Imperial Coll London, Sch Publ Hlth, Dept Epidemiol & Biostat, London, England
关键词
METTL3; inhibitors; Natural compounds; Consensus docking; MM-PBSA; MD simulations; POLAR SURFACE-AREA; MOLECULAR-DYNAMICS; ORAL BIOAVAILABILITY; 3-DIMENSIONAL STRUCTURES; SCORING FUNCTION; DRUG DESIGN; DOCKING; PREDICTION; METHYLTRANSFERASE; SOLUBILITY;
D O I
10.1007/s00894-023-05516-5
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
Context N6-adenosine-methyltransferase (METTL3) is the catalytic domain of the writer' proteins which is involved in the post modifications of N6-methyladinosine (m6A ). Though its activities are essential in many biological processes, it has been implicated in several types of cancer. Thus, drug developers and researchers are relentlessly in search of small molecule inhibitors that can ameliorate the oncogenic activities of METTL3. Currently, STM2457 is a potent, highly selective inhibitor of METTL3 but is yet to be approved. Methods In this study, we employed structure-based virtual screening through consensus docking by using AutoDock Vina in PyRx interface and Glide virtual screening workflow of Schrodinger Glide. Thermodynamics via MM-PBSA calculations was further used to rank the compounds based on their total free binding energies. All atom molecular dynamics simulations were performed using AMBER 18 package. FF14SB force fields and Antechamber were used to parameterize the protein and compounds respectively. Post analysis of generated trajectories was analyzed with CPPTRAJ and PTRAJ modules incorporated in the AMBER package while Discovery studio and UCSF Chimera were used for visualization, and origin data tool used to plot all graphs. Results Three compounds with total free binding energies higher than STM2457 were selected for extended molecular dynamics simulations. The compounds, SANCDB0370, SANCDB0867, and SANCDB1033, exhibited stability and deeper penetration into the hydrophobic core of the protein. They engaged in relatively stronger intermolecular interactions involving hydrogen bonds with resultant increase in stability, reduced flexibility, and decrease in the surface area of the protein available for solvent interactions suggesting an induced folding of the catalytic domain. Furthermore, in silico pharmacokinetics and physicochemical analysis of the compounds revealed good properties suggesting these compounds could serve as promising MEETL3 entry inhibitors upon modifications and optimizations as presented by natural compounds. Further biochemical testing and experimentations would aid in the discovery of effective inhibitors against the berserk activities of METTL3.
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页数:20
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