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Virtual Screening Methodology for Structure-based Drug Designing

Dr. Muniba Faiza

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Virtual Screening Methodology

Virtual High Throughput Screening (vHTS), also known as Virtual Screening (VS) is one of the essential steps involved in in-silico drug designing. There are several bioinformatics tools that facilitate the virtual screening of thousands of compounds such as GOLD, GLIDE, Autodock Vina, and so on.

Despite all the processing done by these tools, a basic methodology is required for vHTS of thousands of compounds present in a database. In this article, we are presenting a few basic steps required for performing structure-based VS using bioinformatics tools. The complete schema is presented in Figure 1.

Figure 1 Basic steps involved in virtual screening.

Step 1. Prepare receptor

Download the structure of receptor protein from PDB. In case, the structure is not available, predict the structure using homology modeling or ab-initio methods of structure prediction. Search the literature to gather information about the binding pocket or binding residues of the protein of interest. Select a chain (or two) consisting of the binding region. If the structural details are not available in the literature, then go for binding pocket prediction using webservers or tools.

Step 2. Download compound databases such as the ZINC database of small molecules.

Download the .sdf or .mol2 files of compounds. Some databases allow downloading only smiles of the compounds, then download the smiles and use a web server or software to convert these smiles into .sfd/.mol2 files.

Step 3. Prepare receptor and ligands for docking

Depending upon the software you are using for VS, prepare the files of the receptor protein and the ligands. for example, Autodock Vina requires receptor and ligand files in .pdbqt format.

Step 4. Run VS

Load all the files in the software and run VS. Wait for the results.

Step 5. Select drug-like compounds

Select the drug-like molecules based on the binding affinity and interaction with binding residues. You can also select some lead-like molecules showing less binding affinity.

Step 6. Filtering

You can further filter obtained drug-like molecules based on their toxicity, ADME properties, poses, and so on.

Step 7. Compound selection

Select potential drug candidates for further in vitro experiments.

These are the basic steps involved in VS for structure-based drug designing. There are several bioinformatics tools other than those mentioned above that are used in VS including Discovery Studio, LigandScout, and so on.

Dr. Muniba is a Bioinformatician based in New Delhi, India. She has completed her PhD in Bioinformatics from South China University of Technology, Guangzhou, China. She has cutting edge knowledge of bioinformatics tools, algorithms, and drug designing. When she is not reading she is found enjoying with the family. Know more about Muniba

Docking

How to generate config file for docking using Autodock Tools?

Dr. Muniba Faiza

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How to generate config file for docking using Autodock Tools?

A configuration file is one of the required files for docking using Autodock Vina. In this article, we are going to generate a config file using Autodock Tools GUI [1]. (more…)

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Docking

How to install Autodock on Ubuntu (Linux) with CUDA GPU support?

Dr. Muniba Faiza

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How to install Autodock on Ubuntu (Linux) with CUDA GPU support?

Autodock [1] is most widely used for docking. To accelerate the docking process, especially, during virtual screening, Autodock-GPU [2] provides great help. In this article, we are going to install Autodock-GPU on Ubuntu. (more…)

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Docking

Autodock Vina: Uses & Applications

Tariq Abdullah

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Autodock Vina: Uses & Applications

Autodock Vina [1] is one of the most widely used bioinformatics software for computational docking. For beginners and those who are new to the field of bioinformatics, such software may appear confusing without having an initial idea of what this software actually used for. In this article, we have discussed some of the primary uses and applications of Autodock Vina software. (more…)

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