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Yusuf Hamied Department of Chemistry

 

Dr Andreas Bender

Portrait of ab454

Reader for Molecular Informatics

Associate Director Computational ADME and Safety (Clinical Pharmacology & Safety Sciences/Data Science and Artificial Intelligence - CPSS/DSAI) at AstraZeneca Cambridge

Co-founder of Healx Ltd.

Co-founder of PharmEnable Ltd.

Personal Website

  • Committed to developing new life science data analysis methods (AI/ML/data science) and their application, primarily related to chemical biology, drug discovery and in silico toxicology
  • Expertise comprises data ranging from chemical structure and gene expression data to phenotypic readouts and preclinical information, applied to both efficacy- and safety/tox-related questions
  • Collaborating with academic research groups, as well as  pharmaceutical, chemical, and consumer goods companies (Eli Lilly, AstraZeneca, GSK, BASF, Johnson&Johnson/Janssen, Unilever, ...)
  • Co-founder/founding CTO and current SAB member of Healx Ltd. (data-driven drug repurposing for rare diseases, and beyond); co-founder of PharmEnable Ltd.; SAB member of Lhasa Ltd. (toxicology and metabolism prediction) and Cresset Ltd.
  • Coordinator of the Computational & In Silico Toxicology Specialty Section of the British Toxicology Society (BTS)
  • Steering Committee Member of the Cambridge Alliance on Medicines Safety (CAMS)
  • Currently leading a group of ca. 15 PhD students, postdocs, project students and visitors at the Centre for Molecular Informatics at the University of Cambridge, https://www-cmi.ch.cam.ac.uk/centre-molecular-informatics

Publications

Comparison of structure- and ligand-based scoring functions for deep generative models: a GPCR case study.
M Thomas, RT Smith, NM O'Boyle, C de Graaf, A Bender
– Journal of cheminformatics
(2021)
13,
39
(DOI: 10.1186/s13321-021-00516-0)
Towards understanding antimicrobial activity, cytotoxicity and the mode of action of dichapetalins A and M using in silico and in vitro studies
MA Chama, D Modos, LH Mervin, KB-A Owusu, DM Ayine-Tora, B Egyir, L Paemka, G Yankson, M Ohashi, AM Afzal, A Bender
– Toxicon : official journal of the International Society on Toxinology
(2021)
193,
28
(DOI: 10.1016/j.toxicon.2021.01.002)
Comparison of Chemical Structure and Cell Morphology Information for Multitask Bioactivity Predictions.
M-A Trapotsi, LH Mervin, AM Afzal, N Sturm, O Engkvist, IP Barrett, A Bender
– Journal of Chemical Information and Modeling
(2021)
61,
1444
(DOI: 10.1021/acs.jcim.0c00864)
Structure‐based identification of dual ligands at the A2AR and PDE10A with anti‐proliferative effects in lung cancer cell‐lines
L Kalash, I Winfield, D Safitri, M Bermudez, S Carvalho, R Glen, G Ladds, A Bender
– Journal of cheminformatics
(2021)
13,
17
(DOI: 10.1186/s13321-021-00492-5)
Inferring longitudinal cascades of mechanistic events in drug-induced liver injury from transcriptomic and histopathology data using sequential pattern and rule mining
A Liu, A Bender, J Munoz-Muriedas
– NAUNYN-SCHMIEDEBERGS ARCHIVES OF PHARMACOLOGY
(2021)
394,
S18
Combination of Ginsenosides Rb2 and Rg3 Promotes Angiogenic Phenotype of Human Endothelial Cells via PI3K/Akt and MAPK/ERK Pathways
RJ Choi, SZ Mohamad Zobir, B Alexander-Dann, N Sharma, MKL Ma, BYH Lam, GSH Yeo, W Zhang, T-P Fan, A Bender
– Frontiers in pharmacology
(2021)
12,
618773
(DOI: 10.3389/fphar.2021.618773)
Artificial intelligence in drug discovery: what is realistic, what are illusions? Part 1: Ways to make an impact, and why we are not there yet
A Bender, I Cortés-Ciriano
– Drug Discovery Today
(2021)
26,
511
(DOI: 10.1016/j.drudis.2020.12.009)
Comparison of Cellular Morphological Descriptors and Molecular Fingerprints for the Prediction of Cytotoxicity- And Proliferation-Related Assays
S Seal, H Yang, L Vollmers, A Bender
– Chem Res Toxicol
(2021)
34,
422
(DOI: 10.1021/acs.chemrestox.0c00303)
A demonstration of improved constraints on primordial gravitational waves with delensing
PAR Ade, Z Ahmed, M Amiri, AJ Anderson, JE Austermann, JS Avva, D Barkats, RB Thakur, JA Beall, AN Bender, BA Benson, F Bianchini, CA Bischoff, LE Bleem, JJ Bock, H Boenish, E Bullock, V Buza, JE Carlstrom, CL Chang, JR Cheshire, HC Chiang, TL Chou, R Citron, J Connors, CC Moran, J Cornelison, TM Crawford, AT Crites, M Crumrine, A Cukierman, T De Haan, M Dierickx, MA Dobbs, L Duband, W Everett, S Fatigoni, JP Filippini, S Fliescher, J Gallicchio, EM George, TS Germaine, N Goeckner-Wald, DC Goldfinger, J Grayson, N Gupta, G Hall, M Halpern, NW Halverson, S Harrison, S Henderson, JW Henning, SR Hildebrandt, GC Hilton, GP Holder, WL Holzapfel, JD Hrubes, N Huang, J Hubmayr, H Hui, KD Irwin, J Kang, KS Karkare, E Karpel, S Kefeli, SA Kernasovskiy, L Knox, JM Kovac, CL Kuo, K Lau, AT Lee, EM Leitch, D Li, A Lowitz, A Manzotti, JJ McMahon, KG Megerian, SS Meyer, M Millea, LM Mocanu, L Moncelsi, J Montgomery, A Nadolski, T Namikawa, T Natoli, CB Netterfield, HT Nguyen, JP Nibarger, G Noble, V Novosad, R O'Brient, RW Ogburn, Y Omori, S Padin, S Palladino, S Patil, T Prouve, C Pryke, B Racine, CL Reichardt
– Physical Review D
(2021)
103,
022004
(DOI: 10.1103/physrevd.103.022004)
Prediction and mechanistic analysis of Drug-Induced Liver Injury (DILI) based on chemical structure
A Liu, M Walter, P Wright, A Bartosik, D Dolciami, A Elbasir, H Yang, A Bender
– Biology Direct
(2021)
16,
6
(DOI: 10.1186/s13062-020-00285-0)
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Telephone number

01223 762983

Email address

ab454@cam.ac.uk

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