title: New agents active against Mycobacterium avium complex selected by molecular topology: a virtual screening method.
abstract: OBJECTIVE
  In order to select new drugs and to predict their in vitro activity against Mycobacterium avium complex (MAC), new quantitative structure-activity relationship (QSAR) models were developed.
  
  
  METHODS
  The activities against MAC of 29 structurally heterogeneous drugs were examined by means of linear discriminant analysis (LDA) and multilinear regression analysis (MLRA) by using topological indices (TI) as structural descriptors. In vitro antimycobacterial activities were determined by a broth microdilution method with 7H9 medium.
  
  
  RESULTS
  The topological model obtained successfully classifies over 80% of compounds as active or inactive; consequently, it was applied in the search for new molecules active against MAC. From among the selected candidates demonstrating in vitro activity, aflatoxin B1, benzalkonium chloride and pentamidine stand out, with MIC50s between 4 and 32 mg/L.
  
  
  CONCLUSIONS
  The method described in this work is able to select molecules active against MAC.
authors.affiliation: Unidad de Investigación de Diseño de Fármacos y Conectividad Molecular, Departamento de Química Física, Facultad de Farmacia, Universitat de València, 46100 Burjassot, Valencia.
authors.forename: Angeles
authors.initials: A
authors.lastname: García-García
authors.forename: Jorge
authors.initials: J
authors.lastname: Gálvez
authors.forename: Jesus-Vicente
authors.initials: JV
authors.lastname: de Julián-Ortiz
authors.forename: Ramón
authors.initials: R
authors.lastname: García-Domenech
authors.forename: Carlos
authors.initials: C
authors.lastname: Muñoz
authors.forename: Remedios
authors.initials: R
authors.lastname: Guna
authors.forename: Rafael
authors.initials: R
authors.lastname: Borrás
mesh_terms: D000900:Anti-Bacterial Agents / Q000737:chemistry* / Q000494:pharmacology*; D015195:Drug Design; D008826:Microbial Sensitivity Tests; D008954:Models, Biological; D015269:Mycobacterium avium Complex / Q000187:drug effects* / Q000302:isolation & purification; D021281:Quantitative Structure-Activity Relationship
chemical_list: D000900:Anti-Bacterial Agents