How do I visualize protein-ligand interactions in Python?

This Reflex template provides a workspace for structures, compounds, and assay results, with binding-site and interaction summary panels for review. Filters narrow by protein, compound family, assay type, and project.

Can this work alongside RDKit, PyMOL, or py3Dmol?

Yes. The workspace holds structures, compounds, and results as editable objects, so it composes with the tooling you already use. Because it is a Python app, RDKit can compute descriptors server side and py3Dmol can render structures inside the same page. PyMOL remains useful for detailed structural work the dashboard summarizes.

How do I compare binding affinity across compounds?

The ligand comparison table carries affinity, score, target, assay, and status, so a compound series can be ranked in one view. Sorting and filtering are data operations, making it straightforward to add your own scoring column.

Can I load data from PDB files or an assay database?

Yes. Compounds and results are plain records, so real assay data replaces the seeded set in place. Teams typically read structures from PDB entries and pull assay results from an internal database or ELN, mapping both into the compound and result models.

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Protein Ligand Visualization

#Analytics

Build a protein ligand visualization in Reflex with Python, database-ready workflows, polished UI, and tools for molecular review and ligand comparison.

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Protein Ligand Visualization template interface showing protein-ligand visualization workspace for structures, compounds

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Tech Stack

ReflexPythonPandasSQLModelMolecular DataCharts

Integrations

Key Features

Protein-ligand visualization workspace for structures, compounds, and assay results

Ligand comparison table with affinity, score, target, assay, and status fields

Binding-site and interaction summary panels for scientific review workflows

Filters for protein, compound family, assay type, project, and confidence level

Charts for score distributions, assay trends, and candidate prioritization

Bioinformatics-ready Reflex structure for adding molecular viewers or APIs

Requirements

Protein, ligand, compound, assay, or structure metadata

Scoring, affinity, project, and review status fields

Optional links to structure files, notebooks, or external molecular viewers

About This Template

Build a production-ready protein ligand visualization with Reflex and Python. This template is designed for bioinformatics, computational biology, and drug discovery teams who need a usable app structure for molecular review, ligand comparison, binding-site analysis, and drug discovery dashboards, not a static mockup. The app pattern includes a focused dashboard, searchable tables, detail views, validated forms, status-aware actions, empty and loading states, and database-ready state management. Use it as a starting point for a protein ligand interaction, molecular visualization, bioinformatics dashboard, and drug discovery visualization while keeping full control of the Python codebase.

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Integrations

Key Features

Protein-ligand visualization workspace for structures, compounds, and assay results

Ligand comparison table with affinity, score, target, assay, and status fields

Binding-site and interaction summary panels for scientific review workflows

Filters for protein, compound family, assay type, project, and confidence level

Charts for score distributions, assay trends, and candidate prioritization

Bioinformatics-ready Reflex structure for adding molecular viewers or APIs

Requirements

Protein, ligand, compound, assay, or structure metadata

Scoring, affinity, project, and review status fields

Optional links to structure files, notebooks, or external molecular viewers