Compound Screening Platform
Hadian GroupWe collaborate with researchers at the Center as well as national/international cooperation partners and custom-design screening assays for the identification of novel bioactive molecules.
We collaborate with researchers at the Center as well as national/international cooperation partners and custom-design screening assays for the identification of novel bioactive molecules.
Compound Screening Platform
Our Knowledge and Focus
We collaborate with researchers at the Center as well as national/international cooperation partners and custom-design screening assays for the identification of novel bioactive molecules. Here, a major focus is devoted to the development of phenotypic assays for high-content-screening (HCS) in order to better reflect the biology of the underlying disease state. We use machine learning techniques to analyze high-content images. We provide state-of-the-art equipment and screening techniques as well as oversee the in-house diversity and focused compound libraries.
Screening Assay Techniques
Biochemical assays:
- Protein-Protein-Interaction (PPI) assays:
- AlphaScreen interaction assay (homogenous assay)
- TR-FRET (HTRF) interaction assay (homogenous assay)
- DELFIA time-resolved fluorescence assay (ELISA based assay)
- Microscale thermophoresis (MST)
- Pull down assays (GST, StrepTagII, His, GFP-Trap, etc.)
- Enzymatic assays:
- DUBs (AMC, IQF-diUb, AlphaScreen, etc.)
- Protease cleavage assay (e.g., AMC substrates)
- Kinase assays (AlphaScreen, HTRF, ELISA)
- Phosphatase assays (AlphaScreen, HTRF)
- Protein-Compound and Nucleic Acid-Compound Interactions:
- Microscale thermophoresis
Cell-based HCS/HTS assays:
- High-Content Screening (HCS) using the Operetta System:
- Stem Cell screening
- 3D cell systems
- Morphology analysis (e.g., neurons)
- Cellular profiling using Cell painting assay
- Cellular substructures (e.g., spots, organelles, etc.)
- Cellular translocation analysis (e.g., between Nucleus and Cytoplasm)
- Protein-Protein Interactions (e.g., BiFC, FRET)
- High-Content Image Analysis with specialized software and Machine Learning/Deep Learning
- High-Throughput Screening (HTS):
- Protein-Protein Interactions (NanoBRET)
- Fluorescence-based reporter assays
- Cell viability assays
- Apoptosis assays
Compound Libraries
Diversity libraries (30,000 bioactive compounds):
- ChemDiv subset
- Diversity selection of 10,000 compounds
- Approx. 50% of the compounds have the ability to cross the blood brain barrier (information from calculations)
- Enamine subset
- Diversity selection of 10,000 compound
- ChemBridge subset
- Diversity selection of 5,000 compounds
- ChemDiv Protein-Protein Interaction (PPI) subset
- Diversity selection of 5,000 compounds
- Focus on PPI inhibition
Focussed libraries:
- Prestwick FDA approved drugs
- Medchem Express FDA approved drugs
- Repurposing library
- GPCR compound library
Our Publications
Weiterlesen2022 Wissenschaftlicher Artikel in European Journal of Medicinal Chemistry
Structure-based design, synthesis and evaluation of a novel family of PEX5-PEX14 interaction inhibitors against Trypanosoma.
2022 Wissenschaftlicher Artikel in Computational and Structural Biotechnology Journal
Unleashing high content screening in hit detection - Benchmarking AI workflows including novelty detection.
2022 Wissenschaftlicher Artikel in Scientific Reports
Small molecule mediated inhibition of protein cargo recognition by peroxisomal transport receptor PEX5 is toxic to Trypanosoma.
2022 Wissenschaftlicher Artikel in Current Protocols
Methods to detect small molecule inhibition of RING E3 ligase activity.
2022 Wissenschaftlicher Artikel in ACS Chemical Biology
Machine learning classifies ferroptosis and apoptosis cell death modalities with TfR1 immunostaining.
2022 Wissenschaftlicher Artikel in Cell Chemical Biology
Acriflavine, a clinically approved drug, inhibits SARS-CoV-2 and other betacoronaviruses.
2022 Editorial in Signal transduction and targeted therapy
Vaccination versus SARS-CoV-2 Omicron: Three vaccine doses win the battle.
2022 Nature Structural & Molecular Biology