Mass spectrometry-based single-cell lipidomics: Advancements, challenges, and the path forward

被引:8
|
作者
Randolph, Caitlin E. [1 ]
Manchanda, Palak [1 ]
Arora, Harshit [1 ]
Iyer, Sanjay [1 ]
Saklani, Pooja [1 ]
Beveridge, Connor [1 ]
Chopra, Gaurav [1 ,2 ,3 ,4 ,5 ,6 ,7 ]
机构
[1] Purdue Univ, Dept Chem, W Lafayette, IN 47907 USA
[2] Purdue Univ, Dept Comp Sci, W Lafayette, IN USA
[3] Purdue Inst Drug Discovery, W Lafayette, IN 47907 USA
[4] Purdue Inst Integrat Neurosci, W Lafayette, IN 47907 USA
[5] Purdue Inst Inflammat Immunol & Infect Dis, W Lafayette, IN 47907 USA
[6] Purdue Inst Canc Res, W Lafayette, IN 47907 USA
[7] Regenstrief Ctr Healthcare Engn, W Lafayette, IN 47907 USA
关键词
Mass spectrometry; Bioanalysis; Lipidomics; Metabolomics; Single-cell analysis; Omics technologies; Subcellular analysis; Cellular; Ambient ionization; Matrix-assisted laser desorption/ionization; Electrospray ionization; Tandem mass spectrometry; Cellular heterogeneity; Machine learning; Data analysis; Mass spectrometry imaging; FREE FATTY-ACIDS; TWIN DERIVATIZATION STRATEGY; SHOTGUN LIPIDOMICS; QUANTITATIVE-ANALYSIS; CARBOXYLIC-ACIDS; CHROMATOGRAPHY/MASS SPECTROMETRY; CHEMICAL DERIVATIZATION; SENSITIVE DETERMINATION; BIOLOGICAL SAMPLES; LC-MS/MS;
D O I
10.1016/j.trac.2023.117350
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In the past decade, lipidomics, now recognized as standalone subdiscipline of metabolomics, has gained considerable attention. Due to its sensitivity and unparalleled versatility, mass spectrometry (MS) has emerged as the tool of choice for lipid identification and detection. Traditional MS-based lipidomics are performed on bulk cell samples. While informative, these bulk-scale cellular lipidome measurements mask cellular heterogeneity across seemingly homogeneous populations of cells. Unfortunately, single cell lipidomics methodology and analyses are considerably behind genomics, transcriptomics, and proteomics. Therefore, the cell-to-cell heterogeneity and related function remains largely unexplored for lipidomics. Herein, we review recent advances in MS-based single cell lipidomics. We also explore the root causes for the slow development of single-cell lipidomics techniques. We aim to provide insights on the pivotal knowledge gaps that have been neglected, prohibiting the propulsion of the single-cell lipidomics field forward, while also providing our perspective towards future methodologies that can pave a path forward.
引用
收藏
页数:18
相关论文
共 50 条
  • [41] Multidimensional mass spectrometry-based shotgun lipidomics analysis of vinyl ether diglycerides
    Yang, Kui
    Jenkins, Christopher M.
    Dilthey, Beverly
    Gross, Richard W.
    ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2015, 407 (17) : 5199 - 5210
  • [42] Automated Lipid Identification and Quantification by Multidimensional Mass Spectrometry-Based Shotgun Lipidomics
    Yang, Kui
    Cheng, Hua
    Gross, Richard W.
    Han, Xianlin
    ANALYTICAL CHEMISTRY, 2009, 81 (11) : 4356 - 4368
  • [43] Toward Merging Untargeted and Targeted Methods in Mass Spectrometry-Based Metabolomics and Lipidomics
    Cajka, Tomas
    Fiehn, Oliver
    ANALYTICAL CHEMISTRY, 2016, 88 (01) : 524 - 545
  • [44] Multidimensional mass spectrometry-based shotgun lipidomics analysis of vinyl ether diglycerides
    Kui Yang
    Christopher M. Jenkins
    Beverly Dilthey
    Richard W. Gross
    Analytical and Bioanalytical Chemistry, 2015, 407 : 5199 - 5210
  • [45] Exploration of the Lipid Profile of Edible Oleaginous Microgreens by Mass Spectrometry-Based Lipidomics
    Castellaneta, Andrea
    Horing, Marcus
    Losito, Ilario
    Leoni, Beniamino
    Santamaria, Pietro
    Calvano, Cosima Damiana
    Cataldi, Tommaso R. I.
    Matysik, Silke
    Liebisch, Gerhard
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2024, 72 (20) : 11438 - 11451
  • [46] Mass Spectrometry-Based Proteomics Principles, Perspectives, and Challenges
    Wisniewski, Jacek R.
    ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE, 2008, 132 (10) : 1566 - 1569
  • [47] Analytical Challenges and Recent Advances in Mass Spectrometry Based Lipidomics
    Rustam, Yepy H.
    Reid, Gavin E.
    ANALYTICAL CHEMISTRY, 2018, 90 (01) : 374 - 397
  • [48] Mass spectrometry-based lipidomics in food science and nutritional health: A comprehensive review
    Sun, Tong
    Wang, Xincen
    Cong, Peixu
    Xu, Jie
    Xue, Changhu
    COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY, 2020, 19 (05) : 2530 - 2558
  • [49] Advances in Liquid Chromatography-Mass Spectrometry-Based Lipidomics: A Look Ahead
    Nguyen Phuoc Long
    Park, Seongoh
    Nguyen Hoang Anh
    Kim, Sun Jo
    Kim, Hyung Min
    Yoon, Sang Jun
    Lim, Johan
    Kwon, Sung Won
    JOURNAL OF ANALYSIS AND TESTING, 2020, 4 (03) : 183 - 197
  • [50] Recent Advances in Single-Cell Metabolomics Based on Mass Spectrometry
    Liu, Qinlei
    Martinez-Jarquin, Sandra
    Zenobi, Renato
    CCS CHEMISTRY, 2023, 5 (02): : 310 - 324