Cargando…

An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues

Discovering modes of action and predictive biomarkers of drug-induced structural cardiotoxicity offers the potential to improve cardiac safety assessment of lead compounds and enhance preclinical to clinical translation during drug development. Cardiac microtissues are a promising, physiologically r...

Descripción completa

Detalles Bibliográficos
Autores principales: Bowen, Tara J., Hall, Andrew R., Lloyd, Gavin R., Weber, Ralf J. M., Wilson, Amanda, Pointon, Amy, Viant, Mark R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8470535/
https://www.ncbi.nlm.nih.gov/pubmed/34564460
http://dx.doi.org/10.3390/metabo11090644
_version_ 1784574224891904000
author Bowen, Tara J.
Hall, Andrew R.
Lloyd, Gavin R.
Weber, Ralf J. M.
Wilson, Amanda
Pointon, Amy
Viant, Mark R.
author_facet Bowen, Tara J.
Hall, Andrew R.
Lloyd, Gavin R.
Weber, Ralf J. M.
Wilson, Amanda
Pointon, Amy
Viant, Mark R.
author_sort Bowen, Tara J.
collection PubMed
description Discovering modes of action and predictive biomarkers of drug-induced structural cardiotoxicity offers the potential to improve cardiac safety assessment of lead compounds and enhance preclinical to clinical translation during drug development. Cardiac microtissues are a promising, physiologically relevant, in vitro model, each composed of ca. 500 cells. While untargeted metabolomics is capable of generating hypotheses on toxicological modes of action and discovering metabolic biomarkers, applying this technology to low-biomass microtissues in suspension is experimentally challenging. Thus, we first evaluated a filtration-based approach for harvesting microtissues and assessed the sensitivity and reproducibility of nanoelectrospray direct infusion mass spectrometry (nESI-DIMS) measurements of intracellular extracts, revealing samples consisting of 28 pooled microtissues, harvested by filtration, are suitable for profiling the intracellular metabolome and lipidome. Subsequently, an extensive workflow combining nESI-DIMS untargeted metabolomics and lipidomics of intracellular extracts with ultra-high performance liquid chromatography-mass spectrometry (UHPLC-MS/MS) analysis of spent culture medium, to profile the metabolic footprint and quantify drug exposure concentrations, was implemented. Using the synthetic drug and model cardiotoxin sunitinib, time-resolved metabolic and lipid perturbations in cardiac microtissues were investigated, providing valuable data for generating hypotheses on toxicological modes of action and identifying putative biomarkers such as disruption of purine metabolism and perturbation of polyunsaturated fatty acid levels.
format Online
Article
Text
id pubmed-8470535
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84705352021-09-27 An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues Bowen, Tara J. Hall, Andrew R. Lloyd, Gavin R. Weber, Ralf J. M. Wilson, Amanda Pointon, Amy Viant, Mark R. Metabolites Article Discovering modes of action and predictive biomarkers of drug-induced structural cardiotoxicity offers the potential to improve cardiac safety assessment of lead compounds and enhance preclinical to clinical translation during drug development. Cardiac microtissues are a promising, physiologically relevant, in vitro model, each composed of ca. 500 cells. While untargeted metabolomics is capable of generating hypotheses on toxicological modes of action and discovering metabolic biomarkers, applying this technology to low-biomass microtissues in suspension is experimentally challenging. Thus, we first evaluated a filtration-based approach for harvesting microtissues and assessed the sensitivity and reproducibility of nanoelectrospray direct infusion mass spectrometry (nESI-DIMS) measurements of intracellular extracts, revealing samples consisting of 28 pooled microtissues, harvested by filtration, are suitable for profiling the intracellular metabolome and lipidome. Subsequently, an extensive workflow combining nESI-DIMS untargeted metabolomics and lipidomics of intracellular extracts with ultra-high performance liquid chromatography-mass spectrometry (UHPLC-MS/MS) analysis of spent culture medium, to profile the metabolic footprint and quantify drug exposure concentrations, was implemented. Using the synthetic drug and model cardiotoxin sunitinib, time-resolved metabolic and lipid perturbations in cardiac microtissues were investigated, providing valuable data for generating hypotheses on toxicological modes of action and identifying putative biomarkers such as disruption of purine metabolism and perturbation of polyunsaturated fatty acid levels. MDPI 2021-09-21 /pmc/articles/PMC8470535/ /pubmed/34564460 http://dx.doi.org/10.3390/metabo11090644 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bowen, Tara J.
Hall, Andrew R.
Lloyd, Gavin R.
Weber, Ralf J. M.
Wilson, Amanda
Pointon, Amy
Viant, Mark R.
An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues
title An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues
title_full An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues
title_fullStr An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues
title_full_unstemmed An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues
title_short An Extensive Metabolomics Workflow to Discover Cardiotoxin-Induced Molecular Perturbations in Microtissues
title_sort extensive metabolomics workflow to discover cardiotoxin-induced molecular perturbations in microtissues
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8470535/
https://www.ncbi.nlm.nih.gov/pubmed/34564460
http://dx.doi.org/10.3390/metabo11090644
work_keys_str_mv AT bowentaraj anextensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT hallandrewr anextensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT lloydgavinr anextensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT weberralfjm anextensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT wilsonamanda anextensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT pointonamy anextensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT viantmarkr anextensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT bowentaraj extensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT hallandrewr extensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT lloydgavinr extensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT weberralfjm extensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT wilsonamanda extensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT pointonamy extensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues
AT viantmarkr extensivemetabolomicsworkflowtodiscovercardiotoxininducedmolecularperturbationsinmicrotissues