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A multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins

Membrane proteins constitute a substantial fraction of the human proteome, thus representing a vast source of therapeutic drug targets. Indeed, newly devised technologies now allow targeting “undruggable” regions of membrane proteins to modulate protein function in the cell. Despite the advances in...

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Autores principales: Aguayo-Ortiz, Rodrigo, Creech, Jeffery, Jiménez-Vázquez, Eric N., Guerrero-Serna, Guadalupe, Wang, Nulang, da Rocha, Andre Monteiro, Herron, Todd J., Espinoza-Fonseca, L. Michel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8368179/
https://www.ncbi.nlm.nih.gov/pubmed/34400719
http://dx.doi.org/10.1038/s41598-021-96217-7
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author Aguayo-Ortiz, Rodrigo
Creech, Jeffery
Jiménez-Vázquez, Eric N.
Guerrero-Serna, Guadalupe
Wang, Nulang
da Rocha, Andre Monteiro
Herron, Todd J.
Espinoza-Fonseca, L. Michel
author_facet Aguayo-Ortiz, Rodrigo
Creech, Jeffery
Jiménez-Vázquez, Eric N.
Guerrero-Serna, Guadalupe
Wang, Nulang
da Rocha, Andre Monteiro
Herron, Todd J.
Espinoza-Fonseca, L. Michel
author_sort Aguayo-Ortiz, Rodrigo
collection PubMed
description Membrane proteins constitute a substantial fraction of the human proteome, thus representing a vast source of therapeutic drug targets. Indeed, newly devised technologies now allow targeting “undruggable” regions of membrane proteins to modulate protein function in the cell. Despite the advances in technology, the rapid translation of basic science discoveries into potential drug candidates targeting transmembrane protein domains remains challenging. We address this issue by harmonizing single molecule-based and ensemble-based atomistic simulations of ligand–membrane interactions with patient-derived induced pluripotent stem cell (iPSC)-based experiments to gain insights into drug delivery, cellular efficacy, and safety of molecules directed at membrane proteins. In this study, we interrogated the pharmacological activation of the cardiac Ca(2+) pump (Sarcoplasmic reticulum Ca(2+)-ATPase, SERCA2a) in human iPSC-derived cardiac cells as a proof-of-concept model. The combined computational-experimental approach serves as a platform to explain the differences in the cell-based activity of candidates with similar functional profiles, thus streamlining the identification of drug-like candidates that directly target SERCA2a activation in human cardiac cells. Systematic cell-based studies further showed that a direct SERCA2a activator does not induce cardiotoxic pro-arrhythmogenic events in human cardiac cells, demonstrating that pharmacological stimulation of SERCA2a activity is a safe therapeutic approach targeting the heart. Overall, this novel multiscale platform encompasses organ-specific drug potency, efficacy, and safety, and opens new avenues to accelerate the bench-to-patient research aimed at designing effective therapies directed at membrane protein domains.
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spelling pubmed-83681792021-08-17 A multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins Aguayo-Ortiz, Rodrigo Creech, Jeffery Jiménez-Vázquez, Eric N. Guerrero-Serna, Guadalupe Wang, Nulang da Rocha, Andre Monteiro Herron, Todd J. Espinoza-Fonseca, L. Michel Sci Rep Article Membrane proteins constitute a substantial fraction of the human proteome, thus representing a vast source of therapeutic drug targets. Indeed, newly devised technologies now allow targeting “undruggable” regions of membrane proteins to modulate protein function in the cell. Despite the advances in technology, the rapid translation of basic science discoveries into potential drug candidates targeting transmembrane protein domains remains challenging. We address this issue by harmonizing single molecule-based and ensemble-based atomistic simulations of ligand–membrane interactions with patient-derived induced pluripotent stem cell (iPSC)-based experiments to gain insights into drug delivery, cellular efficacy, and safety of molecules directed at membrane proteins. In this study, we interrogated the pharmacological activation of the cardiac Ca(2+) pump (Sarcoplasmic reticulum Ca(2+)-ATPase, SERCA2a) in human iPSC-derived cardiac cells as a proof-of-concept model. The combined computational-experimental approach serves as a platform to explain the differences in the cell-based activity of candidates with similar functional profiles, thus streamlining the identification of drug-like candidates that directly target SERCA2a activation in human cardiac cells. Systematic cell-based studies further showed that a direct SERCA2a activator does not induce cardiotoxic pro-arrhythmogenic events in human cardiac cells, demonstrating that pharmacological stimulation of SERCA2a activity is a safe therapeutic approach targeting the heart. Overall, this novel multiscale platform encompasses organ-specific drug potency, efficacy, and safety, and opens new avenues to accelerate the bench-to-patient research aimed at designing effective therapies directed at membrane protein domains. Nature Publishing Group UK 2021-08-16 /pmc/articles/PMC8368179/ /pubmed/34400719 http://dx.doi.org/10.1038/s41598-021-96217-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Aguayo-Ortiz, Rodrigo
Creech, Jeffery
Jiménez-Vázquez, Eric N.
Guerrero-Serna, Guadalupe
Wang, Nulang
da Rocha, Andre Monteiro
Herron, Todd J.
Espinoza-Fonseca, L. Michel
A multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins
title A multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins
title_full A multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins
title_fullStr A multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins
title_full_unstemmed A multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins
title_short A multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins
title_sort multiscale approach for bridging the gap between potency, efficacy, and safety of small molecules directed at membrane proteins
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8368179/
https://www.ncbi.nlm.nih.gov/pubmed/34400719
http://dx.doi.org/10.1038/s41598-021-96217-7
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