Publications

Multiplexed Digital Characterisation of Misfolded Protein Oligomers via Solid-State Nanopores
SE Sandler, RI Horne, S Rocchetti, R Novak, N-S Hsu, MC Cruz, ZF Brotzakis, RC Gregory, S Chia, GJL Bernardes, UF Keyser, M Vendruscolo
(2023)
Exploration and Exploitation Approaches Based on Generative Machine Learning to Identify Potent Small Molecule Inhibitors of α‑Synuclein Secondary Nucleation
RI Horne, MH Murtada, D Huo, ZF Brotzakis, RC Gregory, A Possenti, S Chia, M Vendruscolo
Journal of Chemical Theory and Computation
(2023)
19
Structure-Based Discovery of Small-Molecule Inhibitors of the Autocatalytic Proliferation of α‑Synuclein Aggregates
S Chia, Z Faidon Brotzakis, RI Horne, A Possenti, B Mannini, R Cataldi, M Nowinska, R Staats, S Linse, TPJ Knowles, J Habchi, M Vendruscolo
Mol Pharm
(2022)
20
A Machine Learning Approach to Identify Small Molecule Inhibitors of Secondary Nucleation in α-Synuclein Aggregation
R Horne, A Possenti, S Chia, ZF Brotzakis, R Staats, M Nowinska, M Vendruscolo
(2022)
Structure-based discovery of small molecule inhibitors of the autocatalytic proliferation of α-synuclein aggregates
S Chia, ZF Brotzakis, RI Horne, A Possenti, B Mannini, R Cataldi, M Nowinska, R Staats, S Linse, TPJ Knowles, J Habchi, M Vendruscolo
(2021)
Discovery of Potent Inhibitors of α-Synuclein Aggregation Using Structure-Based Iterative Learning
RI Horne, E Andrzejewska, P Alam, ZF Brotzakis, A Srivastava, A Aubert, M Nowinska, RC Gregory, R Staats, A Possenti, S Chia, P Sormanni, B Ghetti, B Caughey, TPJ Knowles, M Vendruscolo
(2021)
Infrared Nanospectroscopy Reveals the Molecular Interaction Fingerprint of an Aggregation Inhibitor with Single Ab42 Oligomers
FS Ruggeri, J Habchi, S Chia, RI Horne, M Vendruscolo, TPJ Knowles
Nat Commun
(2021)
12
Screening of small molecules using the inhibition of oligomer formation in α-synuclein aggregation as a selection parameter.
R Staats, TCT Michaels, P Flagmeier, S Chia, RI Horne, J Habchi, S Linse, TPJ Knowles, CM Dobson, M Vendruscolo
Communications Chemistry
(2020)
3

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