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cΔlog k(w)(IAM): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity?

56 compounds, whose log BB values were known from the scientific literature, were considered and their phospholipophilicity values were calculated in silico. These values, along with either experimentally determined or calculated lipophilicity values, were used to extract cΔ/Δ’log k(w)(IAM) paramete...

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Autores principales: Grumetto, Lucia, Russo, Giacomo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Association of Physical Chemists 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920103/
https://www.ncbi.nlm.nih.gov/pubmed/35300371
http://dx.doi.org/10.5599/admet.1034
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author Grumetto, Lucia
Russo, Giacomo
author_facet Grumetto, Lucia
Russo, Giacomo
author_sort Grumetto, Lucia
collection PubMed
description 56 compounds, whose log BB values were known from the scientific literature, were considered and their phospholipophilicity values were calculated in silico. These values, along with either experimentally determined or calculated lipophilicity values, were used to extract cΔ/Δ’log k(w)(IAM) parameters. cΔ/Δ’log k(w)(IAM) values were found inversely related to data of blood-brain barrier passage, especially in the < -0.20 log BB range and on the IAM.PC.DD2 phase (r(2) = 0.79). In multiple linear regression, satisfactory statistic models (r(2) (n-1) = 0.76), based on cΔ/Δ’log k(w)(IAM.MG) along with other in silico calculated descriptors, were achieved. This method brings the potential to be applied, along with other methodologies, to filter out solutes whose BBB permeation is foreseen to be substandard, thus allowing pharmaceutical companies/research institutes to focus on candidates that are more likely to concentrate in the brain.
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spelling pubmed-89201032022-03-16 cΔlog k(w)(IAM): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity? Grumetto, Lucia Russo, Giacomo ADMET DMPK Original Scientific Paper 56 compounds, whose log BB values were known from the scientific literature, were considered and their phospholipophilicity values were calculated in silico. These values, along with either experimentally determined or calculated lipophilicity values, were used to extract cΔ/Δ’log k(w)(IAM) parameters. cΔ/Δ’log k(w)(IAM) values were found inversely related to data of blood-brain barrier passage, especially in the < -0.20 log BB range and on the IAM.PC.DD2 phase (r(2) = 0.79). In multiple linear regression, satisfactory statistic models (r(2) (n-1) = 0.76), based on cΔ/Δ’log k(w)(IAM.MG) along with other in silico calculated descriptors, were achieved. This method brings the potential to be applied, along with other methodologies, to filter out solutes whose BBB permeation is foreseen to be substandard, thus allowing pharmaceutical companies/research institutes to focus on candidates that are more likely to concentrate in the brain. International Association of Physical Chemists 2021-12-15 /pmc/articles/PMC8920103/ /pubmed/35300371 http://dx.doi.org/10.5599/admet.1034 Text en Copyright © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Original Scientific Paper
Grumetto, Lucia
Russo, Giacomo
cΔlog k(w)(IAM): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity?
title cΔlog k(w)(IAM): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity?
title_full cΔlog k(w)(IAM): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity?
title_fullStr cΔlog k(w)(IAM): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity?
title_full_unstemmed cΔlog k(w)(IAM): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity?
title_short cΔlog k(w)(IAM): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity?
title_sort cδlog k(w)(iam): can we afford estimation of small molecules’ blood-brain barrier passage based upon in silico phospholipophilicity?
topic Original Scientific Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920103/
https://www.ncbi.nlm.nih.gov/pubmed/35300371
http://dx.doi.org/10.5599/admet.1034
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