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High-Throughput Screening of Lipidomic Adaptations in Cultured Cells

High-throughput screening of biologically active substances in cell cultures remains challenging despite great progress in contemporary lipidomic techniques. These experiments generate large amounts of data that are translated into lipid fingerprints. The subsequent visualization of lipidomic change...

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Detalles Bibliográficos
Autores principales: Jeucken, Aike, Brouwers, Jos F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407004/
https://www.ncbi.nlm.nih.gov/pubmed/30682837
http://dx.doi.org/10.3390/biom9020042
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author Jeucken, Aike
Brouwers, Jos F.
author_facet Jeucken, Aike
Brouwers, Jos F.
author_sort Jeucken, Aike
collection PubMed
description High-throughput screening of biologically active substances in cell cultures remains challenging despite great progress in contemporary lipidomic techniques. These experiments generate large amounts of data that are translated into lipid fingerprints. The subsequent visualization of lipidomic changes is key to meaningful interpretation of experimental results. As a demonstration of a rapid and versatile pipeline for lipidomic analysis, we cultured HeLa cells in 96-well format for four days in the presence or absence of various inhibitors of lipid metabolic pathways. Visualization of the data by principle component analysis revealed a high reproducibility of the method, as well as drug specific changes to the lipidome. Construction of heatmaps and networks revealed the similarities and differences between the effects of different drugs at the lipid species level. Clusters of related lipid species that might represent distinct membrane domains emerged after correlation analysis of the complete dataset. Taken together, we present a lipidomic platform for high-throughput lipidomic analysis of cultured cell lines.
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spelling pubmed-64070042019-03-13 High-Throughput Screening of Lipidomic Adaptations in Cultured Cells Jeucken, Aike Brouwers, Jos F. Biomolecules Article High-throughput screening of biologically active substances in cell cultures remains challenging despite great progress in contemporary lipidomic techniques. These experiments generate large amounts of data that are translated into lipid fingerprints. The subsequent visualization of lipidomic changes is key to meaningful interpretation of experimental results. As a demonstration of a rapid and versatile pipeline for lipidomic analysis, we cultured HeLa cells in 96-well format for four days in the presence or absence of various inhibitors of lipid metabolic pathways. Visualization of the data by principle component analysis revealed a high reproducibility of the method, as well as drug specific changes to the lipidome. Construction of heatmaps and networks revealed the similarities and differences between the effects of different drugs at the lipid species level. Clusters of related lipid species that might represent distinct membrane domains emerged after correlation analysis of the complete dataset. Taken together, we present a lipidomic platform for high-throughput lipidomic analysis of cultured cell lines. MDPI 2019-01-24 /pmc/articles/PMC6407004/ /pubmed/30682837 http://dx.doi.org/10.3390/biom9020042 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Jeucken, Aike
Brouwers, Jos F.
High-Throughput Screening of Lipidomic Adaptations in Cultured Cells
title High-Throughput Screening of Lipidomic Adaptations in Cultured Cells
title_full High-Throughput Screening of Lipidomic Adaptations in Cultured Cells
title_fullStr High-Throughput Screening of Lipidomic Adaptations in Cultured Cells
title_full_unstemmed High-Throughput Screening of Lipidomic Adaptations in Cultured Cells
title_short High-Throughput Screening of Lipidomic Adaptations in Cultured Cells
title_sort high-throughput screening of lipidomic adaptations in cultured cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407004/
https://www.ncbi.nlm.nih.gov/pubmed/30682837
http://dx.doi.org/10.3390/biom9020042
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