Rethinking Ligand Efficiency: Normalization Pitfalls, Uncertainty, and State-Invariant Metrics
1Medicinal Chemistry, Research and Early Development, Respiratory and Immunology (R&I), BioPharmaceuticals R&D, AstraZeneca, Gothenburg 43183, Sweden.
ACS medicinal chemistry letters
|December 17, 2025
まとめ
Ligand efficiency (LE) metrics are biased by molecule size. This study introduces a new, size-independent metric to improve drug discovery efficiency and guide optimization from fragments to leads.
科学分野:
- 医薬品化学
- 計算化学
- 創薬
背景:
- リガンド効率(LE)は、候補化合物の評価に不可欠です。
- 現在のLE指標はサイズバイアスを示し、正確な比較を妨げます。
- 既存のサイズ独立型指標は、標準状態の選択に敏感です。
研究 の 目的:
- LE指標における正規化の落とし穴の批判的レビュー。
- 効率計算における不確実性の伝播への対処。
- 新規の状態不変、サイズ正規化LE指標の導入。
主な方法:
- 既存のLE定義とその数学的特性の分析。
- LEのための新しい正規化戦略の開発。
- 計算アプローチを用いた提案された指標の検証。
主要な成果:
- 従来のLE指標における固有のサイズバイアスの実証。
- 現在のサイズ独立型LEバリアントの限界の特定。
- 堅牢でサイズ正規化され、状態不変のLE指標の導入。
結論:
- 提案された指標は、既存のLE測定の限界を克服します。
- この新しい指標は、信頼性の高い効率ガイド最適化を促進します。
- 改善されたLE評価は、より効果的な薬剤リードの開発に役立ちます。
関連する概念動画
The Equilibrium Binding Constant and Binding Strength
14.8K
The equilibrium binding constant (Kb) quantifies the strength of a protein-ligand interaction. Kb can be calculated as follows when the reaction is at equilibrium:
14.8K
The Equilibrium Binding Constant and Binding Strength
9.9K
9.9K
Ligand Binding Sites
14.8K
Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
14.8K
Ligand Binding Sites
8.5K
8.5K
Complexometric Titration: Ligands
2.2K
Different monodentate and polydentate ligands are used as complexing agents in complexometric titration reactions. The formation of complexes by mono- and bidentate ligands involves two or more intermediate steps, limiting their use as complexing agents. In comparison, polydentate ligands can form complexes with metal ions in a single-step process, facilitating sharper end points. This means polydentate ligands, such as amino carboxylic acid derivatives, are most commonly employed in...
2.2K
Ligand Binding and Linkage
3.9K
3.9K


