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Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials

Antibiotic resistance poses rapidly increasing global problems in combatting multidrug-resistant (MDR) infectious diseases like MDR tuberculosis, prompting for novel approaches including host-directed therapies (HDT). Intracellular pathogens like Salmonellae and Mycobacterium tuberculosis (Mtb) expl...

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Autores principales: Korbee, Cornelis J., Heemskerk, Matthias T., Kocev, Dragi, van Strijen, Elisabeth, Rabiee, Omid, Franken, Kees L. M. C., Wilson, Louis, Savage, Nigel D. L., Džeroski, Sašo, Haks, Mariëlle C., Ottenhoff, Tom H. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5783939/
https://www.ncbi.nlm.nih.gov/pubmed/29367740
http://dx.doi.org/10.1038/s41467-017-02777-6
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author Korbee, Cornelis J.
Heemskerk, Matthias T.
Kocev, Dragi
van Strijen, Elisabeth
Rabiee, Omid
Franken, Kees L. M. C.
Wilson, Louis
Savage, Nigel D. L.
Džeroski, Sašo
Haks, Mariëlle C.
Ottenhoff, Tom H. M.
author_facet Korbee, Cornelis J.
Heemskerk, Matthias T.
Kocev, Dragi
van Strijen, Elisabeth
Rabiee, Omid
Franken, Kees L. M. C.
Wilson, Louis
Savage, Nigel D. L.
Džeroski, Sašo
Haks, Mariëlle C.
Ottenhoff, Tom H. M.
author_sort Korbee, Cornelis J.
collection PubMed
description Antibiotic resistance poses rapidly increasing global problems in combatting multidrug-resistant (MDR) infectious diseases like MDR tuberculosis, prompting for novel approaches including host-directed therapies (HDT). Intracellular pathogens like Salmonellae and Mycobacterium tuberculosis (Mtb) exploit host pathways to survive. Only very few HDT compounds targeting host pathways are currently known. In a library of pharmacologically active compounds (LOPAC)-based drug-repurposing screen, we identify multiple compounds, which target receptor tyrosine kinases (RTKs) and inhibit intracellular Mtb and Salmonellae more potently than currently known HDT compounds. By developing a data-driven in silico model based on confirmed targets from public databases, we successfully predict additional efficacious HDT compounds. These compounds target host RTK signaling and inhibit intracellular (MDR) Mtb. A complementary human kinome siRNA screen independently confirms the role of RTK signaling and kinases (BLK, ABL1, and NTRK1) in host control of Mtb. These approaches validate RTK signaling as a drugable host pathway for HDT against intracellular bacteria.
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spelling pubmed-57839392018-01-26 Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials Korbee, Cornelis J. Heemskerk, Matthias T. Kocev, Dragi van Strijen, Elisabeth Rabiee, Omid Franken, Kees L. M. C. Wilson, Louis Savage, Nigel D. L. Džeroski, Sašo Haks, Mariëlle C. Ottenhoff, Tom H. M. Nat Commun Article Antibiotic resistance poses rapidly increasing global problems in combatting multidrug-resistant (MDR) infectious diseases like MDR tuberculosis, prompting for novel approaches including host-directed therapies (HDT). Intracellular pathogens like Salmonellae and Mycobacterium tuberculosis (Mtb) exploit host pathways to survive. Only very few HDT compounds targeting host pathways are currently known. In a library of pharmacologically active compounds (LOPAC)-based drug-repurposing screen, we identify multiple compounds, which target receptor tyrosine kinases (RTKs) and inhibit intracellular Mtb and Salmonellae more potently than currently known HDT compounds. By developing a data-driven in silico model based on confirmed targets from public databases, we successfully predict additional efficacious HDT compounds. These compounds target host RTK signaling and inhibit intracellular (MDR) Mtb. A complementary human kinome siRNA screen independently confirms the role of RTK signaling and kinases (BLK, ABL1, and NTRK1) in host control of Mtb. These approaches validate RTK signaling as a drugable host pathway for HDT against intracellular bacteria. Nature Publishing Group UK 2018-01-24 /pmc/articles/PMC5783939/ /pubmed/29367740 http://dx.doi.org/10.1038/s41467-017-02777-6 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Korbee, Cornelis J.
Heemskerk, Matthias T.
Kocev, Dragi
van Strijen, Elisabeth
Rabiee, Omid
Franken, Kees L. M. C.
Wilson, Louis
Savage, Nigel D. L.
Džeroski, Sašo
Haks, Mariëlle C.
Ottenhoff, Tom H. M.
Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials
title Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials
title_full Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials
title_fullStr Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials
title_full_unstemmed Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials
title_short Combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials
title_sort combined chemical genetics and data-driven bioinformatics approach identifies receptor tyrosine kinase inhibitors as host-directed antimicrobials
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5783939/
https://www.ncbi.nlm.nih.gov/pubmed/29367740
http://dx.doi.org/10.1038/s41467-017-02777-6
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