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Updated: Sep 16, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
The changing landscape of medicinal chemistry optimization
Anita Rácz1, Levente M Mihalovits1,2, Maximilian Beckers3,4
1National Drug Research and Development Laboratory, Drug Innovation Centre, Research Centre for Natural Sciences, Budapest, Hungary.
Medicinal chemistry optimization has evolved, with modern drug candidates showing improved molecular properties compared to earlier ones. This study analyzes trends in physicochemical properties and strategic shifts in drug discovery programs.
Area of Science:
- Medicinal Chemistry
- Drug Discovery
- Pharmaceutical Sciences
Background:
- Small-molecule drug discovery aims to develop chemical entities for clinical trials.
- This involves iterative optimization of molecular properties from hit to lead to drug candidate stages.
- Assessing property changes over time reveals trends in medicinal chemistry strategies.
Purpose of the Study:
- To analyze the impact of medicinal chemistry optimization on molecular properties of drug candidates.
- To compare drug candidates and their precursors from recent literature (2015-2022) with those from an earlier period (2000-2010).
- To examine internal drug discovery programs at AstraZeneca and Novartis for similar trends.
Main Methods:
- Comparative analysis of physicochemical properties of hit, lead, and drug candidate compounds.
- Literature review of drug candidates and their developmental stages between 2000-2010 and 2015-2022.
- Analysis of internal medicinal chemistry program data from AstraZeneca and Novartis.
Main Results:
- Observed shifts in key physicochemical properties of drug candidates over time.
- Identified strategic changes in medicinal chemistry programs influencing optimization pathways.
- Recent drug candidates exhibit different molecular property profiles compared to older ones.
Conclusions:
- Medicinal chemistry optimization strategies have evolved, impacting the properties of drug candidates.
- Understanding these trends is crucial for guiding future drug discovery efforts.
- The study highlights significant changes in the molecular characteristics of successful drug candidates over the past two decades.
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