Self-organizing maps for identification of new inhibitors of P-glycoprotein

J Med Chem. 2007 Apr 5;50(7):1698-702. doi: 10.1021/jm060604z. Epub 2007 Mar 13.

Abstract

Self-organizing maps were trained to separate high- and low-active propafenone-type inhibitors of P-glycoprotein. The trained maps were subsequently used to identify highly active compounds in a virtual screen of the SPECS compound library.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • ATP Binding Cassette Transporter, Subfamily B, Member 1 / antagonists & inhibitors*
  • ATP Binding Cassette Transporter, Subfamily B, Member 1 / chemistry*
  • Databases, Factual
  • Drug Resistance
  • Propafenone / analogs & derivatives
  • Propafenone / chemistry
  • Quantitative Structure-Activity Relationship*

Substances

  • ATP Binding Cassette Transporter, Subfamily B, Member 1
  • Propafenone