Activity cliffs are formed by pairs or groups of structurally similar or analogous active compounds with large differences in potency. They can be defined in two or three dimensions by comparing graph-based molecular representations or compound binding modes, respectively. Through systematic analysis of publicly available compound activity data and ligand-target X-ray structures we have in a series of studies determined all currently available two- and three-dimensional activity cliffs (2D- and 3D-cliffs, respectively). Furthermore, we have systematically searched for 2D extensions of 3D-cliffs. Herein, we specify different categories of activity cliffs we have explored and introduce an open access data deposition in ZENODO (doi: 10.5281/ze...
Matched molecular pairs (MMPs) are widely used in medicinal chemistry to study changes in compound p...
<p>On the basis of high-confidence activity data assembled from ChEMBL release 20, compounds active ...
From the ChEMBL database, 852 activity cliffs (ACs) with dual-atom replacements were extracted which...
<p>Three dimensional activity cliffs (3D-cliffs) were systematically determined based on currently a...
Activity cliffs were systematically extracted from public domain X-ray structures of targets for whi...
In drug discovery, it is generally accepted that neighboring molecules in a given descriptor’s space...
Activity cliffs are formed by structurally similar or analogous compounds having large potency diffe...
Seven subsets of recently identified three-dimensional activity cliffs (3D-cliffs) were used for the...
In drug discovery, it is generally accepted that neighboring molecules in a given descriptor's space...
Activity cliffs are generally defined as pairs of structurally similar compounds having large differ...
<p>The classification of crystallographic binding modes is provided for 884 kinase-inhibitor complex...
The assessment of activity cliffs has thus far mostly focused on compound pairs, although the majori...
Machine learning has become a crucial tool in drug discovery and chemistry at large, e.g., to predic...
The analysis of structure-activity relationships (SARs) of small bioactive compounds is a central ta...
Machine learning has become a crucial tool in drug discovery and chemistry at large, e.g., to predic...
Matched molecular pairs (MMPs) are widely used in medicinal chemistry to study changes in compound p...
<p>On the basis of high-confidence activity data assembled from ChEMBL release 20, compounds active ...
From the ChEMBL database, 852 activity cliffs (ACs) with dual-atom replacements were extracted which...
<p>Three dimensional activity cliffs (3D-cliffs) were systematically determined based on currently a...
Activity cliffs were systematically extracted from public domain X-ray structures of targets for whi...
In drug discovery, it is generally accepted that neighboring molecules in a given descriptor’s space...
Activity cliffs are formed by structurally similar or analogous compounds having large potency diffe...
Seven subsets of recently identified three-dimensional activity cliffs (3D-cliffs) were used for the...
In drug discovery, it is generally accepted that neighboring molecules in a given descriptor's space...
Activity cliffs are generally defined as pairs of structurally similar compounds having large differ...
<p>The classification of crystallographic binding modes is provided for 884 kinase-inhibitor complex...
The assessment of activity cliffs has thus far mostly focused on compound pairs, although the majori...
Machine learning has become a crucial tool in drug discovery and chemistry at large, e.g., to predic...
The analysis of structure-activity relationships (SARs) of small bioactive compounds is a central ta...
Machine learning has become a crucial tool in drug discovery and chemistry at large, e.g., to predic...
Matched molecular pairs (MMPs) are widely used in medicinal chemistry to study changes in compound p...
<p>On the basis of high-confidence activity data assembled from ChEMBL release 20, compounds active ...
From the ChEMBL database, 852 activity cliffs (ACs) with dual-atom replacements were extracted which...