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Updated: Jun 18, 2026

Biosensor-based High Throughput Biopanning and Bioinformatics Analysis Strategy for the Global Validation of Drug-protein Interactions
Published on: December 1, 2020
Recent advances in physicochemical and ADMET profiling in drug discovery
Jianling Wang1, Suzanne Skolnik
1ADME Profiling Cambridge, Metabolism and Pharmacokinetics, Novartis Institute for Biomedical Research, 250 Mass Ave, Cambridge, MA 02139, USA. jianling.wang@novartis.com
Drug discovery now integrates physicochemical and ADMET properties early. This approach enhances predictive power of in vitro tools for faster, rational drug candidate optimization and risk assessment.
Area of Science:
- Pharmacology and Drug Discovery
- Computational Chemistry
- Biotechnology
Background:
- Rising drug discovery costs and high attrition rates necessitate strategic shifts.
- Traditional methods often assess drug properties late in development, leading to inefficiencies.
Purpose of the Study:
- To review advances in accurately assessing drug physicochemical and ADMET properties.
- To highlight the importance of integrated risk assessment in drug discovery.
- To present the impact of these tools on in vitro-in vivo correlation (IVIVC) and structure-property relationship (SPR) development.
Main Methods:
- Review of recent advancements in solubility and physicochemical parameter assessment.
- Discussion of profiling paradigms and integrated risk assessment strategies.
- Analysis of how in vitro data interpretation aids drug candidate optimization.
Main Results:
- Accurate assessment of drug properties alongside efficacy is crucial for modern drug discovery.
- Integrated risk assessment using profiling parameters enhances predictive power of in vitro tools.
- Proper interpretation of experimental data facilitates rapid risk assessment and rational drug optimization.
Conclusions:
- Shifting drug discovery strategy to parallel assessment of comprehensive properties improves efficiency.
- Advanced in vitro tools and integrated risk assessment are key to successful drug development.
- These methods significantly assist in establishing IVIVC and SPR for better drug candidates.
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