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Lapatinib, Nilotinib and Lomitapide Inhibit Haemozoin Formation in Malaria Parasites
With the continued loss of antimalarials to resistance, drug repositioning may have a role in maximising efficiency and accelerating the discovery of new antimalarial drugs. Bayesian statistics was previously used as a tool to virtually screen USFDA approved drugs for predicted β-haematin (synthetic...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180468/ https://www.ncbi.nlm.nih.gov/pubmed/32235391 http://dx.doi.org/10.3390/molecules25071571 |
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author | de Sousa, Ana Carolina C. Maepa, Keletso Combrinck, Jill M. Egan, Timothy J. |
author_facet | de Sousa, Ana Carolina C. Maepa, Keletso Combrinck, Jill M. Egan, Timothy J. |
author_sort | de Sousa, Ana Carolina C. |
collection | PubMed |
description | With the continued loss of antimalarials to resistance, drug repositioning may have a role in maximising efficiency and accelerating the discovery of new antimalarial drugs. Bayesian statistics was previously used as a tool to virtually screen USFDA approved drugs for predicted β-haematin (synthetic haemozoin) inhibition and in vitro antimalarial activity. Here, we report the experimental evaluation of nine of the highest ranked drugs, confirming the accuracy of the model by showing an overall 93% hit rate. Lapatinib, nilotinib, and lomitapide showed the best activity for inhibition of β-haematin formation and parasite growth and were found to inhibit haemozoin formation in the parasite, providing mechanistic insights into their mode of antimalarial action. We then screened the USFDA approved drugs for binding to the β-haematin crystal, applying a docking method in order to evaluate its performance. The docking method correctly identified imatinib, lapatinib, nilotinib, and lomitapide. Experimental evaluation of 22 of the highest ranked purchasable drugs showed a 24% hit rate. Lapatinib and nilotinib were chosen as templates for shape and electrostatic similarity screening for lead hopping using the in-stock ChemDiv compound catalogue. The actives were novel structures worthy of future investigation. This study presents a comparison of different in silico methods to identify new haemozoin-inhibiting chemotherapeutic alternatives for malaria that proved to be useful in different ways when taking into consideration their strengths and limitations. |
format | Online Article Text |
id | pubmed-7180468 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-71804682020-05-01 Lapatinib, Nilotinib and Lomitapide Inhibit Haemozoin Formation in Malaria Parasites de Sousa, Ana Carolina C. Maepa, Keletso Combrinck, Jill M. Egan, Timothy J. Molecules Article With the continued loss of antimalarials to resistance, drug repositioning may have a role in maximising efficiency and accelerating the discovery of new antimalarial drugs. Bayesian statistics was previously used as a tool to virtually screen USFDA approved drugs for predicted β-haematin (synthetic haemozoin) inhibition and in vitro antimalarial activity. Here, we report the experimental evaluation of nine of the highest ranked drugs, confirming the accuracy of the model by showing an overall 93% hit rate. Lapatinib, nilotinib, and lomitapide showed the best activity for inhibition of β-haematin formation and parasite growth and were found to inhibit haemozoin formation in the parasite, providing mechanistic insights into their mode of antimalarial action. We then screened the USFDA approved drugs for binding to the β-haematin crystal, applying a docking method in order to evaluate its performance. The docking method correctly identified imatinib, lapatinib, nilotinib, and lomitapide. Experimental evaluation of 22 of the highest ranked purchasable drugs showed a 24% hit rate. Lapatinib and nilotinib were chosen as templates for shape and electrostatic similarity screening for lead hopping using the in-stock ChemDiv compound catalogue. The actives were novel structures worthy of future investigation. This study presents a comparison of different in silico methods to identify new haemozoin-inhibiting chemotherapeutic alternatives for malaria that proved to be useful in different ways when taking into consideration their strengths and limitations. MDPI 2020-03-29 /pmc/articles/PMC7180468/ /pubmed/32235391 http://dx.doi.org/10.3390/molecules25071571 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article de Sousa, Ana Carolina C. Maepa, Keletso Combrinck, Jill M. Egan, Timothy J. Lapatinib, Nilotinib and Lomitapide Inhibit Haemozoin Formation in Malaria Parasites |
title | Lapatinib, Nilotinib and Lomitapide Inhibit Haemozoin Formation in Malaria Parasites |
title_full | Lapatinib, Nilotinib and Lomitapide Inhibit Haemozoin Formation in Malaria Parasites |
title_fullStr | Lapatinib, Nilotinib and Lomitapide Inhibit Haemozoin Formation in Malaria Parasites |
title_full_unstemmed | Lapatinib, Nilotinib and Lomitapide Inhibit Haemozoin Formation in Malaria Parasites |
title_short | Lapatinib, Nilotinib and Lomitapide Inhibit Haemozoin Formation in Malaria Parasites |
title_sort | lapatinib, nilotinib and lomitapide inhibit haemozoin formation in malaria parasites |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180468/ https://www.ncbi.nlm.nih.gov/pubmed/32235391 http://dx.doi.org/10.3390/molecules25071571 |
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