Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Nanyan Rena, Hatcher, Nathan G., Ekroos, Kim, Kedia, Komal, Kandebo, Monika, Marcus, Jacob N., Smith, Sean M., Bateman, Kevin P., Spellman, Daniel S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Biochemistry and Molecular Biology 2022
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
_version_ 1784721062817169408
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
work_keys_str_mv AT zhangnanyanrena validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes
AT hatchernathang validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes
AT ekrooskim validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes
AT kediakomal validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes
AT kandebomonika validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes
AT marcusjacobn validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes
AT smithseanm validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes
AT batemankevinp validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes
AT spellmandaniels validationofamultiplexedandtargetedlipidomicsassayforaccuratequantificationoflipidomes