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Quantum Chemical Lipophilicities of Antimalarial Drugs in Relation to Terminal Half-Life

[Image: see text] According to the WHO, artemisinin-based combination therapies (ACTs) have been integral to the recent reduction in deaths due to Plasmodium falciparum malaria. ACT-resistant strains are an emerging problem and have evolved altered developmental stages, reducing exposure of the most...

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Autores principales: Alia, Joseph D., Karl, Sheila, Kelly, Tyler D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7114756/
https://www.ncbi.nlm.nih.gov/pubmed/32258886
http://dx.doi.org/10.1021/acsomega.9b04140
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author Alia, Joseph D.
Karl, Sheila
Kelly, Tyler D.
author_facet Alia, Joseph D.
Karl, Sheila
Kelly, Tyler D.
author_sort Alia, Joseph D.
collection PubMed
description [Image: see text] According to the WHO, artemisinin-based combination therapies (ACTs) have been integral to the recent reduction in deaths due to Plasmodium falciparum malaria. ACT-resistant strains are an emerging problem and have evolved altered developmental stages, reducing exposure of the most susceptible stages to artemisinin drugs in popular ACTs. Lipophilicity, log K(ow), is a guide in understanding and predicting pharmacokinetic properties such as terminal half-life which alters drug exposure. Consistent log K(ow) values are not necessarily available for artemisinin derivatives designed to extend terminal half-life, increase bioavailability, and reduce neurotoxicity. For other drugs used in ACTs, an assortment of experimental and computational log K(ow) values are available in the literature and in some cases, do not account for subtle but important differences between closely related structures such as between diastereomers. Quantum chemical methods such as density functional theory (DFT) used with an implicit solvent model allow for consistent comparison of physical properties including log K(ow) and distinguish between closely related structures. To this end, DFT, B3LYP/6-31G(d), with an implicit solvent model (SMD) was used to compute ΔG(ow)(o) and ΔG(vow)(o) for 1-octanol–water and olive oil–water partitions, respectively, for 21 antimalarial drugs: 12 artemisinin-based, 4 4-aminoquinolines and structurally similar pyronaridine, and 4 amino alcohols. The computed ΔG(ow)(o) was close to ΔG(ow)(o) calculated from experimental log K(ow) values from the literature where available, with a mean signed error of 2.3 kJ/mol and mean unsigned error of 3.7 kJ/mol. The results allow assignment of log K(ow) for α-and β-diastereomers of arteether, and prediction of log K(ow) for β-DHA and five experimental drugs. Linear least square analysis of log K(ow) and log K(vow) versus terminal elimination half-life showed strong linear relationships, once the data points for the 4-aminoquinoline drugs, mefloquine and pyronaridine were found to follow their own linear relationship, which is consistent with their different plasma protein binding. The linear relationship between the computed log K(vow) and terminal elimination half-life was particularly strong, R(2) = 0.99 and F = 467, and can be interpreted in terms of a simple pharmacokinetic model. Terminal elimination half-life for β-DHA and four experimental artemisinin drugs were estimated based on this linear relationship between log K(vow) and terminal t(1/2). The computed log K(ow) and log K(vow) values for epimers α- and β-DHA and α and β-arteether provide physical data that may be helpful in understanding their different pharmacokinetics and activity based on their different molecular geometries. Relative solubility of quinine and quinidine are found to be sensitive to thermal corrections to enthalpy and to vibrational entropy and do not follow the general trend of longer terminal t(1/2) with greater predicted log K(ow). Geometric relaxation of α- and β-DHA in solvent and inclusion of thermal correction for enthalpy and entropy results in correct prediction that α-DHA is favored in aqueous environments compared to β-DHA. Predictions made regarding experimental drugs have implications regarding their potential use in response to artemisinin drug-resistant strains.
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spelling pubmed-71147562020-04-03 Quantum Chemical Lipophilicities of Antimalarial Drugs in Relation to Terminal Half-Life Alia, Joseph D. Karl, Sheila Kelly, Tyler D. ACS Omega [Image: see text] According to the WHO, artemisinin-based combination therapies (ACTs) have been integral to the recent reduction in deaths due to Plasmodium falciparum malaria. ACT-resistant strains are an emerging problem and have evolved altered developmental stages, reducing exposure of the most susceptible stages to artemisinin drugs in popular ACTs. Lipophilicity, log K(ow), is a guide in understanding and predicting pharmacokinetic properties such as terminal half-life which alters drug exposure. Consistent log K(ow) values are not necessarily available for artemisinin derivatives designed to extend terminal half-life, increase bioavailability, and reduce neurotoxicity. For other drugs used in ACTs, an assortment of experimental and computational log K(ow) values are available in the literature and in some cases, do not account for subtle but important differences between closely related structures such as between diastereomers. Quantum chemical methods such as density functional theory (DFT) used with an implicit solvent model allow for consistent comparison of physical properties including log K(ow) and distinguish between closely related structures. To this end, DFT, B3LYP/6-31G(d), with an implicit solvent model (SMD) was used to compute ΔG(ow)(o) and ΔG(vow)(o) for 1-octanol–water and olive oil–water partitions, respectively, for 21 antimalarial drugs: 12 artemisinin-based, 4 4-aminoquinolines and structurally similar pyronaridine, and 4 amino alcohols. The computed ΔG(ow)(o) was close to ΔG(ow)(o) calculated from experimental log K(ow) values from the literature where available, with a mean signed error of 2.3 kJ/mol and mean unsigned error of 3.7 kJ/mol. The results allow assignment of log K(ow) for α-and β-diastereomers of arteether, and prediction of log K(ow) for β-DHA and five experimental drugs. Linear least square analysis of log K(ow) and log K(vow) versus terminal elimination half-life showed strong linear relationships, once the data points for the 4-aminoquinoline drugs, mefloquine and pyronaridine were found to follow their own linear relationship, which is consistent with their different plasma protein binding. The linear relationship between the computed log K(vow) and terminal elimination half-life was particularly strong, R(2) = 0.99 and F = 467, and can be interpreted in terms of a simple pharmacokinetic model. Terminal elimination half-life for β-DHA and four experimental artemisinin drugs were estimated based on this linear relationship between log K(vow) and terminal t(1/2). The computed log K(ow) and log K(vow) values for epimers α- and β-DHA and α and β-arteether provide physical data that may be helpful in understanding their different pharmacokinetics and activity based on their different molecular geometries. Relative solubility of quinine and quinidine are found to be sensitive to thermal corrections to enthalpy and to vibrational entropy and do not follow the general trend of longer terminal t(1/2) with greater predicted log K(ow). Geometric relaxation of α- and β-DHA in solvent and inclusion of thermal correction for enthalpy and entropy results in correct prediction that α-DHA is favored in aqueous environments compared to β-DHA. Predictions made regarding experimental drugs have implications regarding their potential use in response to artemisinin drug-resistant strains. American Chemical Society 2020-03-23 /pmc/articles/PMC7114756/ /pubmed/32258886 http://dx.doi.org/10.1021/acsomega.9b04140 Text en Copyright © 2020 American Chemical Society This is an open access article published under a Creative Commons Attribution (CC-BY) License (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html) , which permits unrestricted use, distribution and reproduction in any medium, provided the author and source are cited.
spellingShingle Alia, Joseph D.
Karl, Sheila
Kelly, Tyler D.
Quantum Chemical Lipophilicities of Antimalarial Drugs in Relation to Terminal Half-Life
title Quantum Chemical Lipophilicities of Antimalarial Drugs in Relation to Terminal Half-Life
title_full Quantum Chemical Lipophilicities of Antimalarial Drugs in Relation to Terminal Half-Life
title_fullStr Quantum Chemical Lipophilicities of Antimalarial Drugs in Relation to Terminal Half-Life
title_full_unstemmed Quantum Chemical Lipophilicities of Antimalarial Drugs in Relation to Terminal Half-Life
title_short Quantum Chemical Lipophilicities of Antimalarial Drugs in Relation to Terminal Half-Life
title_sort quantum chemical lipophilicities of antimalarial drugs in relation to terminal half-life
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7114756/
https://www.ncbi.nlm.nih.gov/pubmed/32258886
http://dx.doi.org/10.1021/acsomega.9b04140
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