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... Markush Structures and Combinatorial Library Analysis

The technology available to handle and analyse Markush-based libraries has been pioneered by BCI, a wholly owned subsidiary of Digital Chemistry. Our approach enables the very rapid analysis of extremely large combinatorial libraries at speeds only achieved using proprietary BCI technology.

Below is an introduction to Markush structures and the Digital Chemistry Markush Toolkit, if you are interested in generating, storing and searching Markush structures in Oracle please take a look at Torus™ our new chemistry cartridge.
On this page:
An Introduction to Markush Structures and their Application
Digital Chemistry Markush Structure and Combinatorial Library Analysis Tools
For Further Information or to Arrange an Evaluation
An Introduction to Markush Structures and their Application
Basically, Markush structures are chemical structures involving 'R-groups', comprising a generic core with a series of associated 'R-group' fragments - a trivial example, in which a single Markush structure represents four specific molecules, is shown below. With increasing diversity and numbers of R-group fragments and increasing variability in the core, such structures offer an extremely concise way of representing very large (potentially infinite) datasets.

Markush structures occur frequently in chemical patent claims, enabling the protection of a class of compounds rather than a few specific structures. Markush structures also have a number of applications outside the patent field; most substructure search systems use some Markush features and the results of QSAR analyses are frequently presented in the form of a Markush structure.

Combinatorial libraries may also be conveniently represented as Markush structures. Although analysis of such libraries can be achieved via enumeration of all of the individual structures represented, more efficient techniques have been developed that allow (sub)structure searching and property calculation of specific molecules within the libraries without the need for enumeration. Moreover, new possibilities are provided through an ability to analyse the Markush format itself - library comparisons, such as overlap analysis for example, may be readily achieved.

Digital Chemistry Markush Structure and Combinatorial Library Analysis Tools
Digital Chemistry offers applications using BCI technology, which was originally developed for handling the Markush structures in chemical patents, as tools to analyse combinatorial libraries. These techniques allow orders-of-magnitude time savings to be achieved when compared with conventional enumeration-based approaches, whilst still producing identical results (not approximations) to those obtainable by enumeration. Extremely large virtual libraries can thus be processed in reasonable time during library design.
Key features of Digital Chemistry Markush Structure and Combinatorial Library Analysis tools include:
  • Extremely rapid enumeration of specifics for the members of a library, typically > 500,000 structures per second.
  • Calculation of physicochemical properties (including the Lipinski "rule of 5" properties), topological indices and structure fingerprints for library members, without the need for prior enumeration of the structures.
  • Identification of the overlap between combinatorial libraries, without the need for full enumeration.
  • Ability to define custom properties based upon fragment weightings.
  • Full structure and substructure searching within combinatorial libraries (also without enumeration).
  • Library data is interchangeable with other parts of the Digital Chemistry Toolkit, for example to allow clustering of library members with the Clustering components.
Digital Chemistry offers BCI Markush technology as a toolkit and as a new chemistry cartridge for Oracle, Torus. Please click on the links for more information.
For Further Information or to Arrange an Evaluation
If you would like any more information about Digital Chemistry's software or if you would like to request an evaluation copy please contact us, details are given opposite.
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For general enquiries, contact:
T: +44 (0)113 2181851
F: +44 (0)113 2181869
E: info@digitalchemistry.co.uk

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