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Updated: Jun 23, 2025

Nano-Differential Scanning Fluorimetry for Screening in Fragment-based Lead Discovery
Published on: May 16, 2021
Identification of fragments targeting SMYD3 using highly sensitive kinetic and multiplexed biosensor-based screening
Edward A FitzGerald1,2, Daniela Cederfelt1, Bjarte Aarmo Lund1,3
1Department of Chemistry - BMC, Uppsala University Uppsala Sweden helena.danielson@kemi.uu.se.
A novel biosensor assay identified 20 SMYD3-binding fragments, distinguishing active site and allosteric inhibitors. This method enables kinetic analysis, advancing anticancer drug discovery for SMYD3.
Area of Science:
- Biochemistry
- Drug Discovery
- Structural Biology
Background:
- SMYD3 is a potential anticancer drug target due to its roles in carcinogenesis.
- Understanding SMYD3 ligand interactions is crucial for developing effective anticancer therapies.
- Current knowledge is limited regarding ligands targeting different sites or modes of action on SMYD3.
Purpose of the Study:
- To identify novel ligands for SMYD3.
- To differentiate ligands binding to the active site versus other sites.
- To select ligands based on kinetic properties, not just affinity.
Main Methods:
- Screening of a 1056-membered fragment library using a grating coupled interferometry (GCI)-based biosensor.
- A multiplexed experimental design was employed, screening SMYD3 alone and with a blocked active site.
- Hit selection prioritized dissociation rates, followed by X-ray crystallography for structural analysis.
Main Results:
- 20 fragments were identified as SMYD3 binders.
- Half of the hits targeted the active site, while the other half targeted different sites.
- The GCI biosensor provided exceptional sensitivity and time resolution, enabling kinetic rate constant estimation for fragments.
Conclusions:
- The developed biosensor assay and multiplexed approach represent a paradigm shift in fragment screening.
- This method allows for the rational selection of ligands targeting specific sites on SMYD3.
- The ability to quantify kinetic rates for fragment binding is a significant advancement in drug discovery.
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