2018
DOI: 10.1002/cmdc.201700743
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In Silico Studies Designed to Select Sesquiterpene Lactones with Potential Antichagasic Activity from an In‐House Asteraceae Database

Abstract: Chagas disease is an endemic disease caused by Trypanosoma cruzi, which affects more than eight million people, mostly in the Americas. A search for new treatments is necessary to control and eliminate this disease. Sesquiterpene lactones (SLs) are an interesting group of secondary metabolites characteristic of the Asteraceae family that have presented a wide range of biological activities. From the ChEMBL database, we selected a diverse set of 4452, 1635, and 1322 structures with tested activity against the t… Show more

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Cited by 41 publications
(35 citation statements)
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“…An evaluation using structure-based and ligand-based virtual screening was performed to verify potentially active molecules and their possible mechanisms of action, showing potential multitarget molecules. This approach also seeks to minimise the probability of selecting false positive molecules because it considers the scores of virtual tracking techniques and correlates them with the true negative rate [29,30]. The calculation was performed using the following equation: Pc=ps+(1+TN)×p2+TN, IF Pc>0.5 where Pc is the combined probability; ps is the structure-based probability, TN is the true negative rate, and p is the ligand-based probability.…”
Section: Resultsmentioning
confidence: 99%
“…An evaluation using structure-based and ligand-based virtual screening was performed to verify potentially active molecules and their possible mechanisms of action, showing potential multitarget molecules. This approach also seeks to minimise the probability of selecting false positive molecules because it considers the scores of virtual tracking techniques and correlates them with the true negative rate [29,30]. The calculation was performed using the following equation: Pc=ps+(1+TN)×p2+TN, IF Pc>0.5 where Pc is the combined probability; ps is the structure-based probability, TN is the true negative rate, and p is the ligand-based probability.…”
Section: Resultsmentioning
confidence: 99%
“…The biological activity of natural sesquiterpenoids has been extensively investigated, including in trypanosomatids [ 24 , 25 , 26 , 27 ]. Initially, we tested total extracts of three Chilean plants and isolated sesquiterpenoids on infective bloodstream trypomastigotes and proliferative epimastigotes.…”
Section: Discussionmentioning
confidence: 99%
“…An approach combining structure-based and ligand-based virtual screening was realized to verify potentially active molecules as well as their possible mechanism of action, showing potential multitarget molecules. This approach also seeks to minimize the probability of selecting false positive molecules because it considers the scores of both virtual tracking techniques and correlates them with the true negative rate [15,16]. The calculation is done with the following equation:…”
Section: Resultsmentioning
confidence: 99%