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PPI võrgu topoloogia×QSAR×
ValdkondBioinformaatikaBioinformaatika
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta20001964
LoojaPeter UetzCorwin Hansch
TüüpNetwork analysis pipelineRegression-based predictive modeling pipeline
AlgallikasUetz, 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 ↗
Rööpnimetusedprotein interaction networks, interactome analysis, network topologyQSAR model, quantitative structure-activity relationship
Seotud33
KokkuvõteProtein-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.
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ScholarGateVõrdle meetodeid: PPI Network Topology · QSAR. Loetud 2026-06-20 aadressilt https://scholargate.app/et/compare