Publications
Leak Proof CMap; a framework for training and evaluation of cell line agnostic L1000 similarity methods
Shave, S., Kasprowicz, R., Athar, A.M., Vlachou, D., Carragher, N.O., & Nguyen, C.Q. (2024). Leak Proof CMap; a framework for training and evaluation of cell line agnostic L1000 similarity methods.
Submitted: Repositioning Brusatol as a Transmission Blocker of the Malaria Parasite
Amelia Cox, Neelima Krishnakutty, Steven Shave, Virginia Howick, Manfred Auer, James La Clair, Nisha Philip. “Repositioning Brusatol as a Transmission Blocker of the Malaria Parasite”. SUBMITTED to ACS Infectious Disesases
Revealing the Indispensable Role of the RFamide Functionality using a Novel Acid Labile Benzofuranone based Amine (ALBA) Linker
Mudd, G., Hendrikse, M., Shave, S., Houston, D., Millar, R., & Auer, M. Revealing the Indispensable Role of the RFamide Functionality using a Novel Acid Labile Benzofuranone based Amine (ALBA) Linker. Helvetica Chimica Acta, e202300204.
From Intuition to AI: Evolution of Small Molecule Representations in Drug Discovery
Miles McGibbon, Steven Shave, Jie Dong, Yumiao Gao, Douglas Houston, Jiancong Xie, Yuedong Yang, Philippe Schwaller, and Vincent Blay. “From Intuition to AI: Evolution of Small Molecule Representations in Drug Discovery”. ACCEPTED in Briefings in Bioinformatics
OpenFEPOPS: A Python implementation of the FEPOPS molecular similarity technique
Chen, Y., Houston, D. R., Auer, M., & Shave, S. (2023). OpenFEPOPS: A Python implementation of the FEPOPS molecular similarity technique. Journal of Open Source Software, 8(91), 5763.
Evolution and impact of high content imaging
Gregory Way, Heba Sailem, Steven Shave, Richard Kasprowicz, Neil Carragher, “Evolution and impact of high content imaging.” Slas Discovery, 2023.
Phenonaut: multiomics data integration for phenotypic space exploration
Steven Shave, John Dawson, Abdullah Athar, Cuong Nguyen, Richard Kasprowicz, Neil Carragher, “Phenonaut: multiomics data integration for phenotypic space exploration.” Bioinformatics, 2023.
Chemical interrogation of nuclear size identifies compounds with cancer cell line-specific effects on migration and invasion
Sylvain Tollis, Andrea Rizzotto, Nhan Pham, Sonja Koivukoski, Aishwarya Sivakumar, Steven Shave, Jan Wildenhain, Nikolaj Zuleger, Jeremy Keys, Jayne Culley, Yijing Zheng, Jan Lammerding, Neil Carragher, Valerie Brunton, Leena Latonen, Manfred Auer, Mike Tyers, Eric Schirmer, “Chemical interrogation of nuclear size identifies compounds with cancer cell line-specific effects on migration and invasion.” ACS chemical biology, 2022.
CLAffinity: A Software Tool for Identification of Optimum Ligand Affinity for Competition-Based Primary Screens
Steven Shave, Nhan Pham, Manfred Auer, “CLAffinity: A Software Tool for Identification of Optimum Ligand Affinity for Competition-Based Primary Screens.” Journal of Chemical Information and Modeling, 2022.
SimilarityLab: molecular similarity for SAR exploration and target prediction on the web
Steven Shave, Manfred Auer, “SimilarityLab: molecular similarity for SAR exploration and target prediction on the web.” Processes, 2021.
Mrlogp: transfer learning enables accurate logp prediction using small experimental training datasets
Yan-Kai Chen, Steven Shave, Manfred Auer, “Mrlogp: transfer learning enables accurate logp prediction using small experimental training datasets.” Processes, 2021.
PyBindingCurve, simulation, and curve fitting to complex binding systems at equilibrium
Steven Shave, Yan-Kai Chen, Nhan Pham, Manfred Auer, “PyBindingCurve, simulation, and curve fitting to complex binding systems at equilibrium.” Journal of Chemical Information and Modeling, 2021.
A two-step resin based approach to reveal survivin-selective fluorescent probes
Ambrose, Andrew J., et al. “A two-step resin based approach to reveal survivin-selective fluorescent probes.” RSC Chemical Biology 2.1 (2021): 181-186.
Quantitative microdialysis: experimental protocol and software for small molecule protein affinity determination and for exclusion of compounds with poor physicochemical properties
Shave, Steven, et al. “Quantitative microdialysis: experimental protocol and software for small molecule protein affinity determination and for exclusion of compounds with poor physicochemical properties.” Methods and Protocols 3.3 (2020): 55.
Extensive rewiring of the EGFR network in colorectal cancer cells expressing transforming levels of KRASG13D
Kennedy, Susan A., et al. “Extensive rewiring of the EGFR network in colorectal cancer cells expressing transforming levels of KRASG13D.” Nature communications 11.1 (2020): 499.
Diclofenac identified as a kynurenine 3-monooxygenase binder and inhibitor by molecular similarity techniques
Shave, Steven, et al. “Diclofenac identified as a kynurenine 3-monooxygenase binder and inhibitor by molecular similarity techniques.” ACS omega 3.3 (2018): 2564-2568.
PuLSE: Quality control and quantification of peptide sequences explored by phage display libraries
Shave, Steven, et al. “PuLSE: Quality control and quantification of peptide sequences explored by phage display libraries.” PLoS One 13.2 (2018): e0193332.
Real-time tracking of complex ubiquitination cascades using a fluorescent confocal on-bead assay
Koszela, J., Pham, N. T., Evans, D., Mann, S., Perez-Pi, I., Shave, S., … & Auer, M. (2018). Real-time tracking of complex ubiquitination cascades using a fluorescent confocal on-bead assay. BMC biology, 16(1), 1-13.
Inhibition of the ERCC1XPF structure-specific endonuclease to overcome cancer chemoresistance
McNeil, Ewan M., Katy R. Astell, Ann-Marie Ritchie, Steven Shave, Douglas R. Houston, Preeti Bakrania, Hayley M. Jones et al. “Inhibition of the ERCC1XPF structure-specific endonuclease to overcome cancer chemoresistance.” DNA repair 31 (2015): 19-28.
UFSRAT: ultra-fast shape recognition with atom typesthe discovery of novel bioactive small molecular scaffolds for FKBP12 and 11?HSD1
Shave, S., Blackburn, E. A., Adie, J., Houston, D. R., Auer, M., Webster, S. P., … & Walkinshaw, M. D. (2015). UFSRAT: ultra-fast shape recognition with atom typesthe discovery of novel bioactive small molecular scaffolds for FKBP12 and 11?HSD1. PLoS One, 10(2), e0116570.
Identification and X?ray co?crystal structure of a small?molecule activator of LFA?1?ICAM?1 binding
Hintersteiner, Martin, Joerg Kallen, Mario Schmied, Christine Graf, Thomas Jung, Gemma Mudd, Steven Shave, Hubert Gstach, and Manfred Auer. “Identification and X?ray co?crystal structure of a small?molecule activator of LFA?1?ICAM?1 binding.” Angewandte Chemie International Edition 53, no. 17 (2014): 4322-4326.
High-throughput chemical screening for antivirulence developmental phenotypes in Trypanosoma brucei
MacGregor, P., Ivens, A., Shave, S., Collie, I., Gray, D., Auer, M., & Matthews, K. R. (2014). High-throughput chemical screening for antivirulence developmental phenotypes in Trypanosoma brucei. Eukaryotic Cell, 13(3), 412-426.
CSBB-ConeExclusion, adapting structure based solution virtual screening to libraries on solid support
Shave, Steven, and Manfred Auer. “CSBB-ConeExclusion, adapting structure based solution virtual screening to libraries on solid support.” Journal of chemical information and modeling 53.12 (2013): 3156-3162.
11?-Hydroxysteroid dehydrogenase type 1 contributes to the balance between 7-keto-and 7-hydroxy-oxysterols in vivo
Mitic, Tijana, Steven Shave, Nina Semjonous, Iain McNae, Diego F. Cobice, Gareth G. Lavery, Scott P. Webster, Patrick WF Hadoke, Brian R. Walker, and Ruth Andrew. “11?-Hydroxysteroid dehydrogenase type 1 contributes to the balance between 7-keto-and 7-hydroxy-oxysterols in vivo.” Biochemical Pharmacology 86, no. 1 (2013): 146-153.
Discovery of a new class of inhibitors for the protein arginine deiminase type 4 (PAD4) by structure-based virtual screening
Teo, C. Y., Shave, S., Thean Chor, A. L., Salleh, A. B., Abdul Rahman, M. B. B., Walkinshaw, M. D., & Tejo, B. A. (2012, December). Discovery of a new class of inhibitors for the protein arginine deiminase type 4 (PAD4) by structure-based virtual screening. In BMC bioinformatics (Vol. 13, No. 17, pp. 1-13). BioMed Central.
EDULISS: a small-molecule database with data-mining and pharmacophore searching capabilities
Hsin, K. Y., Morgan, H. P., Shave, S. R., Hinton, A. C., Taylor, P., & Walkinshaw, M. D. (2011). EDULISS: a small-molecule database with data-mining and pharmacophore searching capabilities. Nucleic acids research, 39(suppl_1), D1042-D1048.
Ligand discovery and virtual screening using the program LIDAEUS
Taylor, P., E. Blackburn, Y. G. Sheng, S. Harding, K?Y. Hsin, D. Kan, S. Shave, and M. D. Walkinshaw. “Ligand discovery and virtual screening using the program LIDAEUS.” British journal of pharmacology 153, no. S1 (2008): S55-S67.
Ligand discovery on massively parallel systems
Shave, S. R., Taylor, P., Walkinshaw, M., Smith, L., Hardy, J., & Trew, A. (2008). Ligand discovery on massively parallel systems. IBM Journal of Research and Development, 52(1.2), 57-67.