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PPI tīkla topoloģija×QSAR×
NozareBioinformātikaBioinformātika
SaimeProcess / pipelineProcess / pipeline
Izcelsmes gads20001964
AutorsPeter UetzCorwin Hansch
TipsNetwork analysis pipelineRegression-based predictive modeling pipeline
PirmavotsUetz, 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 ↗
Citi nosaukumiprotein interaction networks, interactome analysis, network topologyQSAR model, quantitative structure-activity relationship
Saistītās33
KopsavilkumsProtein-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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ScholarGateSalīdzināt metodes: PPI Network Topology · QSAR. Izgūts 2026-06-20 no https://scholargate.app/lv/compare