EPSRC Reference: |
GR/R79401/01 |
Title: |
Alignment of Multiple Flexible Molecules |
Principal Investigator: |
Gillet, Professor V |
Other Investigators: |
|
Researcher Co-Investigators: |
|
Project Partners: |
|
Department: |
Information Studies |
Organisation: |
University of Sheffield |
Scheme: |
Fast Stream |
Starts: |
01 May 2002 |
Ends: |
30 April 2005 |
Value (£): |
56,882
|
EPSRC Research Topic Classifications: |
|
EPSRC Industrial Sector Classifications: |
Chemicals |
Pharmaceuticals and Biotechnology |
No relevance to Underpinning Sectors |
|
|
Related Grants: |
|
Panel History: |
|
Summary on Grant Application Form |
The alignment of flexible molecules is a multiobjective optimisation problem where usually the aim is to identify alignments that are simultaneously based on low energy conformations which have a high degree of similarity. There objectives are usually in competition, with the best alignments often being acheived for highly strained conformations. We will adopt a multiobjective genetic algorithm (MOGA) framework for multi-molecule flexible alignments. The alignments will be assessed on the basis of the similarity of their molecular fields together with the conformational strain energy associated with the molecules. We will use well established methods for the representation and comparison of the molecular fields. The handling of conformational flexibilty, however, still presents considerable challenges and we will tackle conformational flexibility with similarity during the alignment process. The method will be applied to the multi-molecule alignment problem using an ensemble approach and to the identification of multiple binding modes. The MOGA approach has previously been applied by us to the design of combinational libraries where it has be shown to be very powerful. To our knowledge this was the first application of the technique in Chemoinformatics, and we strongly believe it to be of much wider application to the field of computer-aided molecular design including the flexible alignment problem.
|
Key Findings |
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk
|
Potential use in non-academic contexts |
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk
|
Impacts |
Description |
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk |
Summary |
|
Date Materialised |
|
|
Sectors submitted by the Researcher |
This information can now be found on Gateway to Research (GtR) http://gtr.rcuk.ac.uk
|
Project URL: |
|
Further Information: |
|
Organisation Website: |
http://www.shef.ac.uk |