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PPI-netwerktopologie×QSAR×
VakgebiedBio-informaticaBio-informatica
FamilieProcess / pipelineProcess / pipeline
Jaar van ontstaan20001964
GrondleggerPeter UetzCorwin Hansch
TypeNetwork analysis pipelineRegression-based predictive modeling pipeline
Oorspronkelijke bronUetz, P., Giot, L., Cagney, G., Mansfield, T. A., Judson, R. S., Knight, J. R., ... & Lomax, J. (2000). A comprehensive analysis of protein-protein interactions in Saccharomyces cerevisiae. Nature, 403(6770), 623-627. DOI ↗Hansch, C. & Fujita, T. (1964). Rho-sigma-pi analysis. A method for the correlation of biological activity and chemical structure. Journal of the American Chemical Society, 86(8), 1616-1626. DOI ↗
Aliassenprotein interaction networks, interactome analysis, network topologyQSAR model, quantitative structure-activity relationship
Verwant33
SamenvattingProtein-protein interaction network analysis identifies and characterizes the structural properties of cellular interaction networks. Pioneered by Uetz and colleagues through large-scale yeast two-hybrid screening, this approach reveals topological features like hubs, modules, and motifs that encode functional organization and disease associations.Quantitative Structure-Activity Relationship (QSAR) modeling predicts biological activity from molecular structure using statistical or machine learning models. Pioneered by Hansch in 1964, QSAR correlates numerical molecular descriptors with measured bioactivity, enabling prediction of activity for untested compounds and rational lead optimization.
ScholarGateGegevensset
  1. v1
  2. 3 Bronnen
  3. PUBLISHED
  1. v1
  2. 3 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: PPI Network Topology · QSAR. Geraadpleegd op 2026-06-20 via https://scholargate.app/nl/compare