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Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging

Single-cell (SC) analysis provides unique insight into individual cell dynamics and cell-to-cell heterogeneity. Here, we utilize trapped ion mobility separation coupled with dual-polarity ionization mass spectrometry imaging (MSI) to enable high-throughput in situ profiling of the SC lipidome. Multi...

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Autores principales: Zhang, Hua, Liu, Yuan, Fields, Lauren, Shi, Xudong, Huang, Penghsuan, Lu, Haiyan, Schneider, Andrew J., Tang, Xindi, Puglielli, Luigi, Welham, Nathan V., Li, Lingjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457347/
https://www.ncbi.nlm.nih.gov/pubmed/37626051
http://dx.doi.org/10.1038/s41467-023-40512-6
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author Zhang, Hua
Liu, Yuan
Fields, Lauren
Shi, Xudong
Huang, Penghsuan
Lu, Haiyan
Schneider, Andrew J.
Tang, Xindi
Puglielli, Luigi
Welham, Nathan V.
Li, Lingjun
author_facet Zhang, Hua
Liu, Yuan
Fields, Lauren
Shi, Xudong
Huang, Penghsuan
Lu, Haiyan
Schneider, Andrew J.
Tang, Xindi
Puglielli, Luigi
Welham, Nathan V.
Li, Lingjun
author_sort Zhang, Hua
collection PubMed
description Single-cell (SC) analysis provides unique insight into individual cell dynamics and cell-to-cell heterogeneity. Here, we utilize trapped ion mobility separation coupled with dual-polarity ionization mass spectrometry imaging (MSI) to enable high-throughput in situ profiling of the SC lipidome. Multimodal SC imaging, in which dual-polarity-mode MSI is used to perform serial data acquisition runs on individual cells, significantly enhanced SC lipidome coverage. High-spatial resolution SC-MSI identifies both inter- and intracellular lipid heterogeneity; this heterogeneity is further explicated by Uniform Manifold Approximation and Projection and machine learning-driven classifications. We characterize SC lipidome alteration in response to stearoyl-CoA desaturase 1 inhibition and, additionally, identify cell-layer specific lipid distribution patterns in mouse cerebellar cortex. This integrated multimodal SC-MSI technology enables high-resolution spatial mapping of intercellular and cell-to-cell lipidome heterogeneity, SC lipidome remodeling induced by pharmacological intervention, and region-specific lipid diversity within tissue.
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spelling pubmed-104573472023-08-27 Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging Zhang, Hua Liu, Yuan Fields, Lauren Shi, Xudong Huang, Penghsuan Lu, Haiyan Schneider, Andrew J. Tang, Xindi Puglielli, Luigi Welham, Nathan V. Li, Lingjun Nat Commun Article Single-cell (SC) analysis provides unique insight into individual cell dynamics and cell-to-cell heterogeneity. Here, we utilize trapped ion mobility separation coupled with dual-polarity ionization mass spectrometry imaging (MSI) to enable high-throughput in situ profiling of the SC lipidome. Multimodal SC imaging, in which dual-polarity-mode MSI is used to perform serial data acquisition runs on individual cells, significantly enhanced SC lipidome coverage. High-spatial resolution SC-MSI identifies both inter- and intracellular lipid heterogeneity; this heterogeneity is further explicated by Uniform Manifold Approximation and Projection and machine learning-driven classifications. We characterize SC lipidome alteration in response to stearoyl-CoA desaturase 1 inhibition and, additionally, identify cell-layer specific lipid distribution patterns in mouse cerebellar cortex. This integrated multimodal SC-MSI technology enables high-resolution spatial mapping of intercellular and cell-to-cell lipidome heterogeneity, SC lipidome remodeling induced by pharmacological intervention, and region-specific lipid diversity within tissue. Nature Publishing Group UK 2023-08-25 /pmc/articles/PMC10457347/ /pubmed/37626051 http://dx.doi.org/10.1038/s41467-023-40512-6 Text en © The Author(s) 2023 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
Zhang, Hua
Liu, Yuan
Fields, Lauren
Shi, Xudong
Huang, Penghsuan
Lu, Haiyan
Schneider, Andrew J.
Tang, Xindi
Puglielli, Luigi
Welham, Nathan V.
Li, Lingjun
Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
title Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
title_full Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
title_fullStr Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
title_full_unstemmed Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
title_short Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
title_sort single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457347/
https://www.ncbi.nlm.nih.gov/pubmed/37626051
http://dx.doi.org/10.1038/s41467-023-40512-6
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