Literature DB >> 33671607

Structure-Based Virtual Screening of Tumor Necrosis Factor-α Inhibitors by Cheminformatics Approaches and Bio-Molecular Simulation.

Sobia Ahsan Halim1, Almas Gul Sikandari2, Ajmal Khan1, Abdul Wadood3, Muhammad Qaiser Fatmi2, René Csuk4, Ahmed Al-Harrasi1.   

Abstract

Tumor necrosis factor-α (TNF-α) is a drug target in rheumatoid arthritis and several other auto-immune disorders. TNF-α binds with TNF receptors (TNFR), located on the surface of several immunological cells to exert its effect. Hence, the use of inhibitors that can hinder the complex formation of TNF-α/TNFR can be of medicinal significance. In this study, multiple chem-informatics approaches, including descriptor-based screening, 2D-similarity searching, and pharmacophore modelling were applied to screen new TNF-α inhibitors. Subsequently, multiple-docking protocols were used, and four-fold post-docking results were analyzed by consensus approach. After structure-based virtual screening, seventeen compounds were mutually ranked in top-ranked position by all the docking programs. Those identified hits target TNF-α dimer and effectively block TNF-α/TNFR interface. The predicted pharmacokinetics and physiological properties of the selected hits revealed that, out of seventeen, seven compounds (4, 5, 10, 11, 13-15) possessed excellent ADMET profile. These seven compounds plus three more molecules (7, 8 and 9) were chosen for molecular dynamics simulation studies to probe into ligand-induced structural and dynamic behavior of TNF-α, followed by ligand-TNF-α binding free energy calculation using MM-PBSA. The MM-PBSA calculations revealed that compounds 4, 5, 7 and 9 possess highest affinity for TNF-α; 8, 11, 13-15 exhibited moderate affinities, while compound 10 showed weaker binding affinity with TNF-α. This study provides valuable insights to design more potent and selective inhibitors of TNF-α, that will help to treat inflammatory disorders.

Entities:  

Keywords:  2D-similarity searching; MM-PBSA calculation; absorption; descriptor analysis; distribution; excretion and toxicity (ADMET) prediction; metabolism; molecular docking; molecular dynamics simulation; pharmacophore modelling; tumor necrosis factor–α

Mesh:

Substances:

Year:  2021        PMID: 33671607      PMCID: PMC7926523          DOI: 10.3390/biom11020329

Source DB:  PubMed          Journal:  Biomolecules        ISSN: 2218-273X


  52 in total

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9.  Discovering Novel Alternaria solani Succinate Dehydrogenase Inhibitors by in Silico Modeling and Virtual Screening Strategies to Combat Early Blight.

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Journal:  Front Chem       Date:  2017-11-17       Impact factor: 5.221

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3.  Multi-Condition QSAR Model for the Virtual Design of Chemicals with Dual Pan-Antiviral and Anti-Cytokine Storm Profiles.

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4.  Understanding the functional role of membrane confinements in TNF-mediated signaling by multiscale simulations.

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  4 in total

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