Related Experiment Video
Updated: Feb 19, 2026

Incorporating Target Protein Structure Flexibility and Dynamics in Computational Drug Discovery Using Ensemble-Based Docking Analysis
Published on: June 20, 2025
Orthologue inference-based enzyme mining for diversification of the anti-cancer evodiamine scaffold
Brooke D Kwan1,2, Truc Kim1,2, Hoa Ht Nguyen1,2
1Department of Chemistry, Irving K. Barber Faculty of Science, University of British Columbia, 3247 University Way, Kelowna, BC, Canada.
Researchers developed a new method to find enzymes that can modify complex drug molecules called alkaloids. This approach uses bioinformatics to discover new ways to create diverse and potentially more effective pharmaceutical compounds.
Area of Science:
- Biocatalysis
- Medicinal Chemistry
- Bioinformatics
Background:
- Selective functionalization of complex alkaloid scaffolds is crucial for drug discovery but chemically challenging.
- Cytochrome P450 monooxygenases offer a solution by enabling stereo- and regioselective C-H functionalization.
Purpose of the Study:
- To develop a targeted workflow for discovering novel enzymes (cytochrome P450s) capable of modifying alkaloid scaffolds.
- To leverage orthologue-inference bioinformatics for efficient enzyme mining from diverse plant species.
Main Methods:
- Comparative analysis of 15 alkaloid-producing plant species to generate a focused library of 15 P450 enzymes.
- Biocatalytic screening of the P450 library against alkaloid substrates.
- Structural modeling and site-directed mutagenesis to understand enzyme-substrate interactions.
Main Results:
- Identified five P450 enzymes with activity against alkaloid scaffolds.
- Discovered four enzymes from distinct plant species that selectively oxygenated the anticancer scaffold evodiamine at two positions.
- Elucidated the role of active site hydrophobic bulk in governing substrate positioning and catalytic selectivity.
Conclusions:
- Orthology-guided enzyme discovery combined with biocatalysis enables selective functionalization of pharmacologically active alkaloids.
- This integrated approach facilitates the structural diversification of complex natural products for drug development.
- The findings open new avenues for engineering enzymes for targeted modification of valuable small molecules.
More Related Videos
03:08Using Human Differentially Expressed Gene Lists to Perform Downstream Pathway Enrichment Analysis and Target Prioritization
Published on: October 3, 2025
10:27Testing Targeted Therapies in Cancer using Structural DNA Alteration Analysis and Patient-Derived Xenografts
Published on: July 25, 2020
Related Concept Videos
Drug Discovery: Overview
Structure-Activity Relationships and Drug Design
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
Adaptive Mechanisms in Cancer Cells
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...
Transducer Mechanism: Enzyme-Linked Receptors
Major types that are helpful drug targets include:
Ligand Binding and Linkage
Targeted Cancer Therapies
There are several types of targeted therapies against...