PLoS ONEBioinformaticsPeer-reviewed journal article
Structure-based drug repositioning explains ibrutinib as VEGFR2 inhibitor
Melissa F. AdasmeiD, Daniele ParisiiD, Kristien Van BelleiD, Sebastian SalentiniD, V. Joachim HauptiD, Gary S. Jennings, Jörg C. Heinrich, Jean HermaniD, Ben SprangersiD, Thierry LouatiD, Yves MoreauiD, Michael SchroederiD
Abstract
Many drugs are promiscuous and bind to multiple targets. On the one hand, these targets may be linked to unwanted side effects, but on the other, they may achieve a combined desired effect (polypharmacology) or represent multiple diseases (drug repositioning). With the growth of 3D structures of drug-target complexes, it is today possible to study drug promiscuity at the structural level and to screen vast amounts of drug-target interactions to predict side effects, polypharmacological potential, and repositioning opportunities. Here, we pursue such an approach to identify drugs inactivating B-cells, whose dysregulation can function as a driver of autoimmune diseases. Screening over 500 kinases, we identified 22, whose knock out impeded the activation of B-cells. Among these 22 is the gene KDR, whose gene product VEGFR2 is a prominent cancer target with anti-VEGFR2 drugs on the market for over a decade. The main result of this paper is that structure-based drug repositioning for the identified kinase targets identified the cancer drug ibrutinib as micromolar VEGFR2 inhibitor with a very high therapeutic index in B-cell inactivation. These findings prove that ibrutinib is not only acting on the Brutons tyrosine kinase BTK, against which it was designed. Instead, it may be a polypharmacological drug, which additionally targets angiogenesis via inhibition of VEGFR2. Therefore ibrutinib carries potential to treat other VEGFR2 associated disease. Structure-based drug repositioning explains ibrutinibs anti VEGFR2 action through a specific pattern of interactions shared between BTK and VEGFR2. Overall, structure-based drug repositioning was able to predict these findings at a fraction of the time and cost of a conventional screen.
- organism: human
- assay: protein structure
- research focus: drug response / drug discovery
- approach: experimental assay
- Citations
- 29
- FWCI
- 2.73
- Field percentile
- top 8%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Macrophage-mediated antibody dependent effector function in aggressive B-cell lymphoma treatment is enhanced by Ibrutinib via inhibition of JAK2
V. Barbarino, S. Henschke, … C. P. Pallasch·bioRxiv·Jun 10, 2020
- Drug repositoning or target repositioning: a structural perspective of drug-target-indication relationship for available repurposed drugs.
Daniele Parisi, Melissa F. Adasme, … Michael Schroeder·Computational and Structural Biotechnology JournalPeer-reviewed·Jan 1, 2020
- Anticancer effect of zanubrutinib in HER2-positive breast cancer cell lines
H. Dostalova, R. Jorda, … V. Krystof·bioRxiv·Feb 23, 2023
- Bexobrutideg: A Selective, Catalytic Degrader of Bruton's Tyrosine Kinase Overcomes Inhibitor Resistance and Suppresses Autoantibody-Mediated Disease
Mark Noviski, P Auger, … Frederick Cohen·bioRxiv·Aug 4, 2026
- Impact of the clinically approved BTK inhibitors on the conformation of full-length BTK and analysis of the development of BTK resistance mutations in chronic lymphocytic leukemia.
R. E. Joseph, T. E. Wales, … A. Andreotti·eLifePeer-reviewed·Dec 27, 2024
- Rational Discovery of Dual-Action Multi-Target Kinase Inhibitor for Precision Anti-Cancer Therapy Using Structural Systems Pharmacology
Hansaim Lim, Di He, … Lei Xie·PLoS Computational BiologyPeer-reviewed·Jun 17, 2019