Source:http://linkedlifedata.com/resource/pubmed/id/19144451
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Predicate | Object |
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rdf:type | |
lifeskim:mentions | |
pubmed:issue |
6
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pubmed:dateCreated |
2009-4-20
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pubmed:abstractText |
We developed a structure-property-activity relationship (SPAR)-model for psychopharmacological drugs acting as non-competitive 5-HT(3A) receptor antagonists by using a decision-tree learner provided by the RapidMiner machine learning tool. A single molecular descriptor, namely the molecular dipole moment per molecular weight (mu/MW), predicts whether or not a substance non-competitively antagonizes 5-HT-induced Na(+) currents. A low mu/MW is compatible with drug-cumulation in apolar lipid rafts. This study confirms that size-intensive descriptors allow the development of compact SPAR models.
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pubmed:language |
eng
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pubmed:journal | |
pubmed:citationSubset |
IM
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pubmed:chemical | |
pubmed:status |
MEDLINE
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pubmed:month |
Jun
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pubmed:issn |
1768-3254
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pubmed:author | |
pubmed:issnType |
Electronic
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pubmed:volume |
44
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pubmed:owner |
NLM
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pubmed:authorsComplete |
Y
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pubmed:pagination |
2667-72
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pubmed:dateRevised |
2010-11-18
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pubmed:meshHeading |
pubmed-meshheading:19144451-Binding Sites,
pubmed-meshheading:19144451-Computer Simulation,
pubmed-meshheading:19144451-Databases, Factual,
pubmed-meshheading:19144451-Models, Chemical,
pubmed-meshheading:19144451-Models, Molecular,
pubmed-meshheading:19144451-Molecular Structure,
pubmed-meshheading:19144451-Molecular Weight,
pubmed-meshheading:19144451-Psychotropic Drugs,
pubmed-meshheading:19144451-Serotonin 5-HT3 Receptor Antagonists,
pubmed-meshheading:19144451-Structure-Activity Relationship
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pubmed:year |
2009
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pubmed:articleTitle |
Molecular properties of psychopharmacological drugs determining non-competitive inhibition of 5-HT3A receptors.
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pubmed:affiliation |
Department of Psychiatry and Psychotherapy, University of Erlangen, Schwabachanlage 6, D-91054 Erlangen, Germany. johannes.kornhuber@uk-erlangen.de
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pubmed:publicationType |
Journal Article
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