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Validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes
A major challenge of lipidomics is to determine and quantify the precise content of complex lipidomes to the exact lipid molecular species. Often, multiple methods are needed to achieve sufficient lipidomic coverage to make these determinations. Multiplexed targeted assays offer a practical alternat...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Biochemistry and Molecular Biology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168725/ https://www.ncbi.nlm.nih.gov/pubmed/35489416 http://dx.doi.org/10.1016/j.jlr.2022.100218 |
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author | Zhang, Nanyan Rena Hatcher, Nathan G. Ekroos, Kim Kedia, Komal Kandebo, Monika Marcus, Jacob N. Smith, Sean M. Bateman, Kevin P. Spellman, Daniel S. |
author_facet | Zhang, Nanyan Rena Hatcher, Nathan G. Ekroos, Kim Kedia, Komal Kandebo, Monika Marcus, Jacob N. Smith, Sean M. Bateman, Kevin P. Spellman, Daniel S. |
author_sort | Zhang, Nanyan Rena |
collection | PubMed |
description | A major challenge of lipidomics is to determine and quantify the precise content of complex lipidomes to the exact lipid molecular species. Often, multiple methods are needed to achieve sufficient lipidomic coverage to make these determinations. Multiplexed targeted assays offer a practical alternative to enable quantitative lipidomics amenable to quality control standards within a scalable platform. Herein, we developed a multiplexed normal phase liquid chromatography-hydrophilic interaction chromatography multiple reaction monitoring method that quantifies lipid molecular species across over 20 lipid classes spanning wide polarities in a single 20-min run. Analytical challenges such as in-source fragmentation, isomer separations, and concentration dynamics were addressed to ensure confidence in selectivity, quantification, and reproducibility. Utilizing multiple MS/MS product ions per lipid species not only improved the confidence of lipid identification but also enabled the determination of relative abundances of positional isomers in samples. Lipid class-based calibration curves were applied to interpolate lipid concentrations and guide sample dilution. Analytical validation was performed following FDA Bioanalytical Method Validation Guidance for Industry. We report repeatable and robust quantitation of 900 lipid species measured in NIST-SRM-1950 plasma, with over 700 lipids achieving inter-assay variability below 25%. To demonstrate proof of concept for biomarker discovery, we analyzed plasma from mice treated with a glucosylceramide synthase inhibitor, benzoxazole 1. We observed expected reductions in glucosylceramide levels in treated animals but, more notably, identified novel lipid biomarker candidates from the plasma lipidome. These data highlight the utility of this qualified lipidomic platform for enabling biological discovery. |
format | Online Article Text |
id | pubmed-9168725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Society for Biochemistry and Molecular Biology |
record_format | MEDLINE/PubMed |
spelling | pubmed-91687252022-06-08 Validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes Zhang, Nanyan Rena Hatcher, Nathan G. Ekroos, Kim Kedia, Komal Kandebo, Monika Marcus, Jacob N. Smith, Sean M. Bateman, Kevin P. Spellman, Daniel S. J Lipid Res Methods A major challenge of lipidomics is to determine and quantify the precise content of complex lipidomes to the exact lipid molecular species. Often, multiple methods are needed to achieve sufficient lipidomic coverage to make these determinations. Multiplexed targeted assays offer a practical alternative to enable quantitative lipidomics amenable to quality control standards within a scalable platform. Herein, we developed a multiplexed normal phase liquid chromatography-hydrophilic interaction chromatography multiple reaction monitoring method that quantifies lipid molecular species across over 20 lipid classes spanning wide polarities in a single 20-min run. Analytical challenges such as in-source fragmentation, isomer separations, and concentration dynamics were addressed to ensure confidence in selectivity, quantification, and reproducibility. Utilizing multiple MS/MS product ions per lipid species not only improved the confidence of lipid identification but also enabled the determination of relative abundances of positional isomers in samples. Lipid class-based calibration curves were applied to interpolate lipid concentrations and guide sample dilution. Analytical validation was performed following FDA Bioanalytical Method Validation Guidance for Industry. We report repeatable and robust quantitation of 900 lipid species measured in NIST-SRM-1950 plasma, with over 700 lipids achieving inter-assay variability below 25%. To demonstrate proof of concept for biomarker discovery, we analyzed plasma from mice treated with a glucosylceramide synthase inhibitor, benzoxazole 1. We observed expected reductions in glucosylceramide levels in treated animals but, more notably, identified novel lipid biomarker candidates from the plasma lipidome. These data highlight the utility of this qualified lipidomic platform for enabling biological discovery. American Society for Biochemistry and Molecular Biology 2022-04-27 /pmc/articles/PMC9168725/ /pubmed/35489416 http://dx.doi.org/10.1016/j.jlr.2022.100218 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Methods Zhang, Nanyan Rena Hatcher, Nathan G. Ekroos, Kim Kedia, Komal Kandebo, Monika Marcus, Jacob N. Smith, Sean M. Bateman, Kevin P. Spellman, Daniel S. Validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes |
title | Validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes |
title_full | Validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes |
title_fullStr | Validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes |
title_full_unstemmed | Validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes |
title_short | Validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes |
title_sort | validation of a multiplexed and targeted lipidomics assay for accurate quantification of lipidomes |
topic | Methods |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168725/ https://www.ncbi.nlm.nih.gov/pubmed/35489416 http://dx.doi.org/10.1016/j.jlr.2022.100218 |
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