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A simple pharmacophore modeling toolkit

Project description

A Simple Pharmacophore-Toolkit

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The Pharmacophore-Toolkit is built on RDKit and allows for building simple pharmacophore models. The Pharmacophore-Toolset can generate models from crystal structures, docking poses, or SMILES string. To generate a 3D model, a .pml file will be generated. This files contains scripts to generate spheres with color and XYZ coordinates defined. The final 3D image can be rendered in PyMOL. Additional information can be found under the Tutorials section. The Pharmacophore-Toolkit can result in two types:

3D Model

3D conformation of molecules and alignment was performed using RDKit. Spheres were generated based on Serotonin. Blue spheres represent hydrogen donors and gold spheres represent aromatic rings.

The 3D images were generated in PyMOL.

2D Model

Similarity map of molecules. All molecules were compared to Serotonin.

Tutorials

Tutorials are written as JupyterNotebooks and can be found here.

Install

You can install the Pharmacophore-Toolkit using pip:

conda env create -f environment.yaml
pip install pharmacophore-toolkit

or directly from the github repository as follows:

pip install git+https://github.com/tlint101/pharmacophore-toolkit.git

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