Research Associate

Publications

Extending in silico mechanism-of-action analysis by annotating targets with pathways: application to cellular cytotoxicity readouts
S Liggi, G Drakakis, A Koutsoukas, I Cortes-Ciriano, P Martínez-Alonso, TE Malliavin, A Velazquez-Campoy, SC Brewerton, MJ Bodkin, DA Evans, RC Glen, JA Carrodeguas, A Bender
Future Med Chem
(2014)
6
Connecting gene expression data from connectivity map and in silico target predictions for small molecule mechanism-of-action analysis.
AC Ravindranath, N Perualila-Tan, A Kasim, G Drakakis, S Liggi, SC Brewerton, D Mason, MJ Bodkin, DA Evans, A Bhagwat, W Talloen, HWH Göhlmann, Z Shkedy, A Bender, QSTAR Consortium
Molecular Biosystems
(2014)
11
Comparative mode-of-action analysis following manual and automated phenotype detection in Xenopus laevis
G Drakakis, AE Hendry, K Hanson, SC Brewerton, MJ Bodkin, DA Evans, GN Wheeler, A Bender
MedChemComm
(2014)
5
Extensions to In Silico Bioactivity Predictions Using Pathway Annotations and Differential Pharmacology Analysis: Application to Xenopus laevis Phenotypic Readouts
S Liggi, G Drakakis, AE Hendry, KM Hanson, SC Brewerton, GN Wheeler, MJ Bodkin, DA Evans, A Bender
Mol Inform
(2013)
32
Diversity selection of compounds based on 'protein affinity fingerprints' improves sampling of bioactive chemical space.
HP Nguyen, A Koutsoukas, F Mohd Fauzi, G Drakakis, M Maciejewski, RC Glen, A Bender
Chem Biol Drug Des
(2013)
82
Relating GPCRs pharmacological space based on ligands chemical similarities
A Koutsoukas, R Torella, G Drakakis, A Bender, RC Glen
Journal of Cheminformatics
(2013)
5
Using machine learning techniques for rationalising phenotypic readouts from a rat sleeping model
G Drakakis, A Koutsoukas, SC Brewerton, DDE Evans, A Bender
Journal of Cheminformatics
(2013)
5