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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-8368179 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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