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Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
Published on: July 8, 2025
In Silico 3D Modeling of Binding Activities
Stefano Moro1, Mattia Sturlese2, Antonella Ciancetta2
1Molecular Modeling Section (MMS), Dipartimento di Scienze del Farmaco, Università Padova, via Marzolo 5, 35131, Padova, Italy. stefano.moro@unipd.it.
In silico molecular modeling, including receptor-ligand docking, aids drug discovery and chemical risk assessment. This computational method accurately predicts binding but requires known target structures.
Area of Science:
- Computational chemistry and pharmacology
- Toxicology and risk assessment
Background:
- In silico three-dimensional (3D) molecular modeling, utilizing receptor/enzyme-ligand docking simulations, has been a cornerstone in pharmacological research for decades.
- These computational tools leverage protein crystal structures and homology modeling to investigate molecular interactions.
Purpose of the Study:
- To highlight the utility of molecular docking in understanding drug mechanisms and predicting ligand binding.
- To explore the application of these computational methods in chemical risk assessment.
Main Methods:
- Employing in silico three-dimensional (3D) molecular modeling based on receptor/enzyme-ligand docking simulations.
- Utilizing protein crystal structures and/or homology modeling of receptors as the basis for simulations.
Main Results:
- Molecular docking accurately reveals mechanisms of receptor activation and inactivation, enhancing mechanistic understanding.
- These methodologies demonstrate a high level of accuracy in predicting molecular ligand binding activity.
- The approach has been successfully applied in chemical hazard identification and risk assessment scenarios.
Conclusions:
- In silico molecular modeling and docking are powerful tools for drug development and mechanistic studies.
- Their application extends to chemical risk assessment, providing valuable insights into potential hazards.
- The primary limitation is the requirement for a known specific target receptor and its available structural data.
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