dc.creator | Sliwoski, Gregory Richard | |
dc.date.accessioned | 2020-08-22T17:37:36Z | |
dc.date.available | 2012-07-26 | |
dc.date.issued | 2012-07-26 | |
dc.identifier.uri | https://etd.library.vanderbilt.edu/etd-07192012-140314 | |
dc.identifier.uri | http://hdl.handle.net/1803/13243 | |
dc.description.abstract | A novel three dimensional stereoselective descriptor for use in ligand-based computer-aided drug design (CADD) is presented in this thesis. CADD is an important tool for drug discovery and ligand-based CADD involves the computational analysis and representation of known active compounds for the prediction of novel active compounds. Several approaches are available for ligand-based CADD including quantitative structure-activity relationship (QSAR) which seeks to describe molecules numerically using descriptors. Stereochemistry is an important determinant of a molecule’s biological activity but presents a challenge for QSAR applications. Presented is the novel 3D-QSAR descriptor termed “EMAS” (Enantio-selective Molecular ASymmetry) that is capable of distinguishing between enantiomers and describing stereochemistry in a physically meaningful way. The descriptor aims to measure the deviation from an overall symmetric shape of the molecule.
EMAS showed good predictability when tested with a dataset of thirty-one steroids commonly used to benchmark stereochemistry descriptors (r2=0.89, q2= 0.78). Additionally, EMAS improved enrichment of 4.38 versus 3.94 without EMAS in a simulated virtual high-throughput screening (vHTS) for inhibitors and substrates of cytochrome P450. | |
dc.format.mimetype | application/pdf | |
dc.subject | CADD | |
dc.subject | Stereochemistry | |
dc.subject | QSAR | |
dc.title | 3D enantioselective descriptors for ligand-based computer-aided drug design | |
dc.type | thesis | |
dc.contributor.committeeMember | Charles David Weaver | |
dc.contributor.committeeMember | Vsevolod V Gurevich | |
dc.type.material | text | |
thesis.degree.name | MS | |
thesis.degree.level | thesis | |
thesis.degree.discipline | Interdisciplinary Studies: Interdisciplinary Pharmacology | |
thesis.degree.grantor | Vanderbilt University | |
local.embargo.terms | 2012-07-26 | |
local.embargo.lift | 2012-07-26 | |
dc.contributor.committeeChair | Jens Meiler | |