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QSAR-guided semi-synthesis and in vitro validation of antiplasmodial activity in ursolic acid derivativesElectronic supplementary information (ESI) available. See DOI: 10.1039/c4ra13709d
As a part of our antimalarial drug discovery programme, a quantitative structure-activity relationship (QSAR) model was developed for the prediction of antiplasmodial activity in ursolic acid (UA) derivatives, followed by the wet laboratory semi-synthesis of virtually active derivatives and their in...
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Main Authors: | , , , , , |
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Format: | Article |
Language: | English |
Online Access: | Get full text |
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Summary: | As a part of our antimalarial drug discovery programme, a quantitative structure-activity relationship (QSAR) model was developed for the prediction of antiplasmodial activity in ursolic acid (UA) derivatives, followed by the wet laboratory semi-synthesis of virtually active derivatives and their
in vitro
biological evaluation. The QSAR model was developed by a forward stepwise multiple linear regression method using a leave-one-out approach, which showed a 96% prediction accuracy. The most active virtual derivatives of UA were semi-synthesized and their
in vitro
evaluation showed a similar antiplasmodial activity to the predicted one, thus validating the QSAR model. Further, the
in silico
mode of action was studied on β-hematin and subsequently confirmed by
in vitro
FPIX biomineralization inhibition activity. Finally, the
in silico
ADME/T properties and cytotoxicity against Vero cells using an MTT assay were studied. Out of eight derivatives, the two UA-18 and UA-21 showed significant dose-dependent antiplasmodial activity in arresting the progress of
P. falciparum
erythrocytic cycle. Furthermore, the
in silico
and
in vitro
mode of action studies of these derivatives showed comparable binding energies and percentage inhibitions on β-hematin to that of the standard drug chloroquine (CQ). The
in silico
ADME/T analysis of UA and its derivatives did not show CYP2D6 inhibition, hepatotoxicity nor mutagenicity, but showed a poor solubility and poor human intestinal absorption. These findings may be of immense importance in antiplasmodial drug development from an inexpensive and widely available natural product,
i.e.
ursolic acid.
As a part of antimalarial drug discovery programme, a QSAR model was developed for the prediction of antiplasmodial activity in ursolic acid derivatives, followed by semi-synthesis of virtually active derivatives and their biological evaluation. |
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ISSN: | 2046-2069 |
DOI: | 10.1039/c4ra13709d |