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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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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. |
format | Online Article Text |
id | pubmed-5783939 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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