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

被引:28
|
作者
Zhang, Hua [1 ]
Liu, Yuan [1 ]
Fields, Lauren [2 ]
Shi, Xudong [3 ]
Huang, Penghsuan [2 ]
Lu, Haiyan [1 ]
Schneider, Andrew J. [4 ]
Tang, Xindi [2 ]
Puglielli, Luigi [4 ,5 ]
Welham, Nathan V. [3 ]
Li, Lingjun [1 ,2 ,6 ,7 ]
机构
[1] Univ Wisconsin, Sch Pharm, Madison, WI 53705 USA
[2] Univ Wisconsin, Dept Chem, Madison, WI 53706 USA
[3] Univ Wisconsin, Sch Med & Publ Hlth, Dept Surg, Div Otolaryngol, Madison, WI 53792 USA
[4] Univ Wisconsin, Dept Med, Madison, WI 53705 USA
[5] Univ Wisconsin, Waisman Ctr, Madison, WI 53705 USA
[6] Univ Wisconsin, Lachman Inst Pharmaceut Dev, Sch Pharm, Madison, WI 53705 USA
[7] Univ Wisconsin, Wisconsin Ctr NanoBioSyst, Sch Pharm, Madison, WI 53705 USA
基金
美国农业部; 美国国家卫生研究院;
关键词
ELECTROSPRAY-IONIZATION; RESOLUTION; OZONOLYSIS; PATHOLOGY;
D O I
10.1038/s41467-023-40512-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Single-cell lipidomics enabled by dual-polarity ionization and ion mobility-mass spectrometry imaging
    Hua Zhang
    Yuan Liu
    Lauren Fields
    Xudong Shi
    Penghsuan Huang
    Haiyan Lu
    Andrew J. Schneider
    Xindi Tang
    Luigi Puglielli
    Nathan V. Welham
    Lingjun Li
    Nature Communications, 14
  • [2] Fast and broad-coverage lipidomics enabled by ion mobility-mass spectrometry
    Cai, Yuping
    Chen, Xi
    Ren, Fandong
    Wang, Hongmiao
    Yin, Yandong
    Zhu, Zheng-Jiang
    ANALYST, 2024, 149 (20) : 5063 - 5072
  • [3] Single Cell Untargeted Lipidomics Using Liquid Chromatography Ion Mobility-Mass Spectrometry
    Kim, Jinyong
    Mun, Dong-Gi
    Ding, Husheng
    Forsberg, Erica Marie
    Meyer, Sven W.
    Barsch, Aiko
    Pandey, Akhilesh
    Byeon, Seul Kee
    JOURNAL OF PROTEOME RESEARCH, 2025, 24 (04) : 1579 - 1585
  • [4] Synchronized Dual-Polarity Electrospray Ionization Mass Spectrometry
    Chen, Han-Kwang
    Chang, Chia-Kai
    Wu, Chih-Che
    Huang, Ming-Chia
    Wang, Yi-Sheng
    JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 2009, 20 (12) : 2254 - 2257
  • [5] Ion Mobility-Mass Spectrometry Imaging Workflow
    Sanchez, Daniela Mesa
    Creger, Steve
    Singla, Veerupaksh
    Kurulugama, Ruwan T.
    Fjeldsted, John
    Laskin, Julia
    JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY, 2020, 31 (12) : 2437 - 2442
  • [6] Lipid analysis and lipidomics by structurally selective ion mobility-mass spectrometry
    Kliman, Michal
    May, Jody C.
    McLean, John A.
    BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR AND CELL BIOLOGY OF LIPIDS, 2011, 1811 (11): : 935 - 945
  • [7] Profiling and imaging of tissues by imaging ion mobility-mass spectrometry
    McLean, John A.
    Ridenour, Whitney B.
    Caprioli, Richard M.
    JOURNAL OF MASS SPECTROMETRY, 2007, 42 (08): : 1099 - 1105
  • [8] Hyphenation of supercritical fluid chromatography and trapped ion mobility-mass spectrometry for quantitative lipidomics
    Scholz, Johannes
    Rudt, Edward
    Gremme, Anna
    Gassmoeller, Carina M.
    Bornhorst, Julia
    Hayen, Heiko
    ANALYTICA CHIMICA ACTA, 2024, 1317
  • [9] Recent developments in data acquisition, treatment and analysis with ion mobility-mass spectrometry for lipidomics
    Moran-Garrido, Maria
    Camunas-Alberca, Sandra. M.
    Gil-de-la Fuente, Alberto
    Mariscal, Antonio
    Gradillas, Ana
    Barbas, Coral
    Saiz, Jorge
    PROTEOMICS, 2022, 22 (15-16)
  • [10] The emerging role of ion mobility-mass spectrometry in lipidomics to facilitate lipid separation and identification
    Tu, Jia
    Zhou, Zhiwei
    Li, Tongzhou
    Zhu, Zheng-Jiang
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2019, 116 (332-339) : 332 - 339