It’s important to lay strong foundations for successful drug discovery at this first stage of the process. Our integrated target identification and validation platform combines AI with expert insights, and rigorous lab validation to guide targets through robust evaluation, ready for hit discovery.
Validated, high-quality hits, delivered through integrated technologies and expert collaboration, give you a confident starting point for faster drug discovery.
Turning promising leads into clinical candidates with speed, precision, and the scientific expertise to generate high-quality data and deliver real patient impact.
Discover precise insights into brain neurochemistry with Sygnature Discovery's in vivo microdialysis and cOFM services. With over 20 years of expertise, we design bespoke studies that reveal how compounds modulate neurotransmitter systems in health and disease. Using UHPLC/HPLC with electrochemical detection or mass spectrometry, we deliver robust PK/PD data to support confident CNS decision making.
Delivering integrated, modality-agnostic drug discovery to tackle complex biology, accelerate development, and advance innovative therapies with confidence.
Advancing next-generation ADCs through payload-focused design, integrated expertise, and collaborative innovation to deliver safer, more selective therapies.
Driving biologics innovation through integrated design, structural biology, and multidisciplinary expertise to accelerate next-generation therapies from concept to clinic.
Combining deep therapeutic expertise with translational insight to design strategies, reduce risk, and accelerate discovery programs toward clinical success.
Accelerating oncology drug discovery through integrated expertise, innovative modalities, and translational insight to deliver candidates with real clinical impact.
Driving immunology and inflammation drug discovery through tailored assays, translational models, and integrated expertise for faster clinical success.
Advancing CNS drug discovery through integrated models, translational biomarkers, and multidisciplinary expertise to overcome complexity and accelerate therapeutic innovation.
Designing and advancing differentiated small-molecule therapies for obesity and diabetes through integrated expertise, mechanistic insight, and translational strategies.
Inobrodib, an exciting, first-in-class oral anti-cancer drug in clinical development by CellCentric, was collaboratively designed, synthesised and supported on its pre-clinical journey by an integrated project team at Sygnature Discovery. Inobrodib is now showing promising results in Phase I and II trials for multiple myeloma and other cancer types.
AI Meets Expertise: A hybrid Workflow For Modern Target ID | QIAGEN & Sygnature
In drug discovery, generating targets is no longer the challenge.
The real question is how to identify the few worth investing months of research and significant resources to pursue.
Hear expert perspectives on how AI, pathway analysis and scientific expertise are shaping modern target identification.
It’s important to lay strong foundations for successful drug discovery at this first stage of the process. Our integrated target identification and validation platform combines AI with expert insights, and rigorous lab validation to guide targets through robust evaluation, ready for hit discovery.
Validated, high-quality hits, delivered through integrated technologies and expert collaboration, give you a confident starting point for faster drug discovery.
Turning promising leads into clinical candidates with speed, precision, and the scientific expertise to generate high-quality data and deliver real patient impact.
Delivering integrated, modality-agnostic drug discovery to tackle complex biology, accelerate development, and advance innovative therapies with confidence.
Advancing next-generation ADCs through payload-focused design, integrated expertise, and collaborative innovation to deliver safer, more selective therapies.
Driving biologics innovation through integrated design, structural biology, and multidisciplinary expertise to accelerate next-generation therapies from concept to clinic.
Combining deep therapeutic expertise with translational insight to design strategies, reduce risk, and accelerate discovery programs toward clinical success.
Accelerating oncology drug discovery through integrated expertise, innovative modalities, and translational insight to deliver candidates with real clinical impact.
Driving immunology and inflammation drug discovery through tailored assays, translational models, and integrated expertise for faster clinical success.
Advancing CNS drug discovery through integrated models, translational biomarkers, and multidisciplinary expertise to overcome complexity and accelerate therapeutic innovation.
Designing and advancing differentiated small-molecule therapies for obesity and diabetes through integrated expertise, mechanistic insight, and translational strategies.
Inobrodib, an exciting, first-in-class oral anti-cancer drug in clinical development by CellCentric, was collaboratively designed, synthesised and supported on its pre-clinical journey by an integrated project team at Sygnature Discovery. Inobrodib is now showing promising results in Phase I and II trials for multiple myeloma and other cancer types.
Thermofluor Stability Assays: More Than Just Measuring Protein Melting Temperature
Protein stability is a critical factor in many areas of drug discovery, influencing protein production, characterization, structural biology, and ligand screening. While thermal melting experiments are often used as a routine quality control tool, they can also provide valuable insights into protein behavior, buffer optimization, ligand binding, and protein function.
At Sygnature Discovery, thermal stability measurements are routinely used to assess protein quality and support downstream applications such as protein characterization and crystallization studies. Beyond simply determining melting temperature, these assays can provide a deeper understanding of how proteins respond to changes in their environment and interact with potential binding partners.
Measuring Protein Stability Using Thermofluor Assays
Several approaches exist for measuring protein thermal stability, but one of the most widely used is the thermofluor stability assay.
The assay uses environmentally sensitive fluorescent dyes that interact with proteins during thermal unfolding. Two commonly used dyes are:
SYPRO Orange, which associates with hydrophobic regions exposed during protein unfolding.
CPM, which reacts with cysteine thiol groups through maleimide chemistry.
When these dyes interact with proteins, their fluorescence increases significantly. By monitoring fluorescence while gradually increasing the temperature, it is possible to generate a protein unfolding curve and determine the apparent melting temperature (Tm).
The Tm is commonly used as a relative measure of protein stability under a given set of conditions.
SYPRO Orange is typically used for soluble proteins, while CPM is often preferred for membrane proteins due to the incompatibility of SYPRO Orange with detergent micelles.
Figure 1. Overview of thermofluor stability assays.
The true power of thermofluor stability assays lies not only in measuring Tm values, but also in comparing protein stability under different conditions.
Changes in melting temperature (ΔTm) can be used to assess how factors such as buffer composition, salt concentration, or ligand binding affect protein stability. This approach is commonly referred to as Differential Scanning Fluorimetry (DSF).
By evaluating thermostability shifts between conditions, researchers can obtain information that extends far beyond a simple measure of thermal denaturation.
Optimizing Protein Storage and Experimental Conditions
One common application of DSF is the optimization of protein storage conditions.
Buffer pH and ionic strength can have significant effects on protein stability, and their influence is often interdependent. By systematically varying parameters such as pH and salt concentration, it is possible to identify conditions that maximize protein stability.
This approach can help support protein production workflows by identifying buffer conditions suitable for storage, characterization, and structural studies.
Evaluating Protein-Ligand Interactions
Thermostability shift assays can also be used to assess the effect of ligands on protein stability.
In many cases, binding of a specific ligand stabilizes the protein and results in an increase in melting temperature. This approach can be applied to a wide range of molecule types, including fragments and lead compounds.
Thermofluor assays are frequently used during crystallization optimization to identify additives that improve protein stability. When implemented in high-throughput formats, DSF can also support drug discovery programs by rapidly assessing ligand-induced stabilization.
In some cases, ligand titration experiments can provide a proxy measure of binding affinity.
An example of ligand-induced stabilization following calcium titration is shown in Figure 2.
Investigating Protein Function and Mechanism
Thermostability assays can also provide insights into protein function.
Comparing the thermal stability of wild-type and mutant proteins may reveal the importance of specific residues involved in protein activity or mechanism. Changes in stability can help identify regions that contribute to structural integrity, ligand binding, or catalytic function.
As a result, thermofluor assays can support both protein characterization and mechanistic studies.
Figure 2. Examples of applications of thermofluor stability assays. Left: protein stability can be assessed across different buffer conditions to identify formulations that maximise thermostability. Right: ligand binding can increase protein stability, producing measurable thermal shifts that can be used to compare protein behaviour under different conditions.
Conclusion
Thermofluor stability assays are widely used to determine protein melting temperatures and assess protein quality. However, their value extends well beyond routine quality control.
By measuring changes in protein stability under different conditions, differential scanning fluorimetry can support buffer optimization, ligand screening, crystallization studies, and the investigation of protein function. These capabilities make thermofluor assays a versatile tool within modern protein science and drug discovery workflows.