Structure-based drug repositioning explains ibrutinib as VEGFR2 inhibitor

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 dru...

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Veröffentlicht in:PloS one 2020-05, Vol.15 (5), p.e0233089
Hauptverfasser: Adasme, Melissa F, Parisi, Daniele, Van Belle, Kristien, Salentin, Sebastian, Haupt, V Joachim, Jennings, Gary S, Heinrich, Jörg-Christian, Herman, Jean, Sprangers, Ben, Louat, Thierry, Moreau, Yves, Schroeder, Michael
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container_issue 5
container_start_page e0233089
container_title PloS one
container_volume 15
creator Adasme, Melissa F
Parisi, Daniele
Van Belle, Kristien
Salentin, Sebastian
Haupt, V Joachim
Jennings, Gary S
Heinrich, Jörg-Christian
Herman, Jean
Sprangers, Ben
Louat, Thierry
Moreau, Yves
Schroeder, Michael
description 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 candidate targets, 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 Bruton's 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 ibrutinib's anti VEGFR2 action through the conservation of a specific pattern of interactions of the drug with 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.
doi_str_mv 10.1371/journal.pone.0233089
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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 candidate targets, 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. 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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 candidate targets, 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. 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Parisi, Daniele ; Van Belle, Kristien ; Salentin, Sebastian ; Haupt, V Joachim ; Jennings, Gary S ; Heinrich, Jörg-Christian ; Herman, Jean ; Sprangers, Ben ; Louat, Thierry ; Moreau, Yves ; Schroeder, Michael</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-181d55406b0f2f060172f8ad3210ecf605afe346aab5740f3223900ed55c7e113</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Agammaglobulinaemia Tyrosine Kinase - antagonists &amp; inhibitors</topic><topic>Agammaglobulinaemia Tyrosine Kinase - metabolism</topic><topic>Angiogenesis</topic><topic>Antineoplastic agents</topic><topic>Autoimmune diseases</topic><topic>B cells</topic><topic>B-Lymphocytes - metabolism</topic><topic>Binding sites</topic><topic>Biology and Life Sciences</topic><topic>Biotechnology</topic><topic>Bruton's tyrosine kinase</topic><topic>Cancer</topic><topic>Cancer therapies</topic><topic>Cell activation</topic><topic>Chemotherapy</topic><topic>Conservation</topic><topic>Cytotoxicity</topic><topic>Deactivation</topic><topic>Disease</topic><topic>Diseases</topic><topic>Drug interactions</topic><topic>Drug Repositioning - methods</topic><topic>Drugs</topic><topic>Genes</topic><topic>Growth factor receptors</topic><topic>Growth factors</topic><topic>Humans</topic><topic>Ibrutinib</topic><topic>Identification and classification</topic><topic>Immunology</topic><topic>Inactivation</topic><topic>Inhibitor drugs</topic><topic>Interfaces</topic><topic>Jurkat Cells</topic><topic>Kidney cancer</topic><topic>Kinases</topic><topic>Laboratories</topic><topic>Lupus</topic><topic>Lymphocytes B</topic><topic>Lymphoma</topic><topic>Medicine and Health Sciences</topic><topic>Multiple myeloma</topic><topic>Nephrology</topic><topic>Pazopanib</topic><topic>Pharmacological research</topic><topic>Phenols (Class of compounds)</topic><topic>Promiscuity</topic><topic>Protein-tyrosine kinase</topic><topic>Pyrazoles - chemistry</topic><topic>Pyrazoles - pharmacology</topic><topic>Pyrimidines - chemistry</topic><topic>Pyrimidines - pharmacology</topic><topic>Research and Analysis Methods</topic><topic>Rheumatoid arthritis</topic><topic>RNA Interference</topic><topic>Side effects</topic><topic>Signal Transduction - drug effects</topic><topic>Sorafenib</topic><topic>Structure (Literature)</topic><topic>Structure-activity relationships (Pharmacology)</topic><topic>Sunitinib</topic><topic>Suramin - chemistry</topic><topic>Suramin - pharmacology</topic><topic>Target recognition</topic><topic>Targeted cancer therapy</topic><topic>Therapeutic targets</topic><topic>Time</topic><topic>Tyrosine</topic><topic>Vascular endothelial growth factor</topic><topic>Vascular Endothelial Growth Factor Receptor-2 - antagonists &amp; 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Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing &amp; Allied Health Database (Alumni Edition)</collection><collection>Meteorological &amp; Geoastrophysical Abstracts - Academic</collection><collection>ProQuest Engineering Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Engineering Database</collection><collection>Nursing &amp; Allied Health Premium</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Materials Science Collection</collection><collection>Access via ProQuest (Open Access)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Engineering Collection</collection><collection>Environmental Science Collection</collection><collection>Genetics Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Adasme, Melissa F</au><au>Parisi, Daniele</au><au>Van Belle, Kristien</au><au>Salentin, Sebastian</au><au>Haupt, V Joachim</au><au>Jennings, Gary S</au><au>Heinrich, Jörg-Christian</au><au>Herman, Jean</au><au>Sprangers, Ben</au><au>Louat, Thierry</au><au>Moreau, Yves</au><au>Schroeder, Michael</au><au>Maga, Giovanni</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Structure-based drug repositioning explains ibrutinib as VEGFR2 inhibitor</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2020-05-27</date><risdate>2020</risdate><volume>15</volume><issue>5</issue><spage>e0233089</spage><pages>e0233089-</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><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 candidate targets, 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 Bruton's 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 ibrutinib's anti VEGFR2 action through the conservation of a specific pattern of interactions of the drug with 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.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>32459810</pmid><doi>10.1371/journal.pone.0233089</doi><tpages>e0233089</tpages><orcidid>https://orcid.org/0000-0002-3920-2916</orcidid><orcidid>https://orcid.org/0000-0003-2217-4629</orcidid><orcidid>https://orcid.org/0000-0003-0547-1285</orcidid><oa>free_for_read</oa></addata></record>
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1932-6203
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subjects Agammaglobulinaemia Tyrosine Kinase - antagonists & inhibitors
Agammaglobulinaemia Tyrosine Kinase - metabolism
Angiogenesis
Antineoplastic agents
Autoimmune diseases
B cells
B-Lymphocytes - metabolism
Binding sites
Biology and Life Sciences
Biotechnology
Bruton's tyrosine kinase
Cancer
Cancer therapies
Cell activation
Chemotherapy
Conservation
Cytotoxicity
Deactivation
Disease
Diseases
Drug interactions
Drug Repositioning - methods
Drugs
Genes
Growth factor receptors
Growth factors
Humans
Ibrutinib
Identification and classification
Immunology
Inactivation
Inhibitor drugs
Interfaces
Jurkat Cells
Kidney cancer
Kinases
Laboratories
Lupus
Lymphocytes B
Lymphoma
Medicine and Health Sciences
Multiple myeloma
Nephrology
Pazopanib
Pharmacological research
Phenols (Class of compounds)
Promiscuity
Protein-tyrosine kinase
Pyrazoles - chemistry
Pyrazoles - pharmacology
Pyrimidines - chemistry
Pyrimidines - pharmacology
Research and Analysis Methods
Rheumatoid arthritis
RNA Interference
Side effects
Signal Transduction - drug effects
Sorafenib
Structure (Literature)
Structure-activity relationships (Pharmacology)
Sunitinib
Suramin - chemistry
Suramin - pharmacology
Target recognition
Targeted cancer therapy
Therapeutic targets
Time
Tyrosine
Vascular endothelial growth factor
Vascular Endothelial Growth Factor Receptor-2 - antagonists & inhibitors
Vascular Endothelial Growth Factor Receptor-2 - metabolism
title Structure-based drug repositioning explains ibrutinib as VEGFR2 inhibitor
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