Literature DB >> 34001877

Single-cell lipidomics with high structural specificity by mass spectrometry.

Zishuai Li1, Simin Cheng1, Qiaohong Lin2, Wenbo Cao1, Jing Yang1, Minmin Zhang3, Aijun Shen3, Wenpeng Zhang1, Yu Xia2, Xiaoxiao Ma4, Zheng Ouyang5,6.   

Abstract

Single-cell analysis is critical to revealing cell-to-cell heterogeneity that would otherwise be lost in ensemble analysis. Detailed lipidome characterization for single cells is still far from mature, especially when considering the highly complex structural diversity of lipids and the limited sample amounts available from a single cell. We report the development of a general strategy enabling single-cell lipidomic analysis with high structural specificity. Cell fixation is applied to retain lipids in the cell during batch treatments prior to single-cell analysis. In addition to tandem mass spectrometry analysis revealing the class and fatty acyl-chain for lipids, batch photochemical derivatization and single-cell droplet treatment are performed to identify the C=C locations and sn-positions of lipids, respectively. Electro-migration combined with droplet-assisted electrospray ionization enables single-cell mass spectrometry analysis with easy operation but high efficiency in sample usage. Four subtypes of human breast cancer cells are correctly classified through quantitative analysis of lipid C=C location or sn-position isomers in ~160 cells. Most importantly, the single-cell deep lipidomics strategy successfully discriminates gefitinib-resistant cells from a population of wild-type human lung cancer cells (HCC827), highlighting its unique capability to promote precision medicine.

Entities:  

Year:  2021        PMID: 34001877     DOI: 10.1038/s41467-021-23161-5

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  64 in total

Review 1.  Exploring the Fundamental Structures of Life: Non-Targeted, Chemical Analysis of Single Cells and Subcellular Structures.

Authors:  Elizabeth K Neumann; Thanh D Do; Troy J Comi; Jonathan V Sweedler
Journal:  Angew Chem Int Ed Engl       Date:  2019-04-11       Impact factor: 15.336

2.  Counting low-copy number proteins in a single cell.

Authors:  Bo Huang; Hongkai Wu; Devaki Bhaya; Arthur Grossman; Sebastien Granier; Brian K Kobilka; Richard N Zare
Journal:  Science       Date:  2007-01-05       Impact factor: 47.728

3.  Multiplexed and single cell tracing of lipid metabolism.

Authors:  Christoph Thiele; Klaus Wunderling; Philipp Leyendecker
Journal:  Nat Methods       Date:  2019-10-14       Impact factor: 28.547

4.  Adaptable microfluidic system for single-cell pathogen classification and antimicrobial susceptibility testing.

Authors:  Hui Li; Peter Torab; Kathleen E Mach; Christine Surrette; Matthew R England; David W Craft; Neal J Thomas; Joseph C Liao; Chris Puleo; Pak Kin Wong
Journal:  Proc Natl Acad Sci U S A       Date:  2019-05-08       Impact factor: 11.205

5.  Single-Cell Proteomics Reveal that Quantitative Changes in Co-expressed Lineage-Specific Transcription Factors Determine Cell Fate.

Authors:  Carmen G Palii; Qian Cheng; Mark A Gillespie; Paul Shannon; Michalina Mazurczyk; Giorgio Napolitani; Nathan D Price; Jeffrey A Ranish; Edward Morrissey; Douglas R Higgs; Marjorie Brand
Journal:  Cell Stem Cell       Date:  2019-03-14       Impact factor: 24.633

Review 6.  Integrative single-cell analysis.

Authors:  Tim Stuart; Rahul Satija
Journal:  Nat Rev Genet       Date:  2019-05       Impact factor: 53.242

7.  Proliferation tracing with single-cell mass cytometry optimizes generation of stem cell memory-like T cells.

Authors:  Zinaida Good; Luciene Borges; Nora Vivanco Gonzalez; Bita Sahaf; Nikolay Samusik; Robert Tibshirani; Garry P Nolan; Sean C Bendall
Journal:  Nat Biotechnol       Date:  2019-02-11       Impact factor: 54.908

8.  Metabolic landscape of the tumor microenvironment at single cell resolution.

Authors:  Zhengtao Xiao; Ziwei Dai; Jason W Locasale
Journal:  Nat Commun       Date:  2019-08-21       Impact factor: 14.919

9.  The single-cell transcriptomic landscape of early human diabetic nephropathy.

Authors:  Parker C Wilson; Haojia Wu; Yuhei Kirita; Kohei Uchimura; Nicolas Ledru; Helmut G Rennke; Paul A Welling; Sushrut S Waikar; Benjamin D Humphreys
Journal:  Proc Natl Acad Sci U S A       Date:  2019-09-10       Impact factor: 11.205

10.  Single-cell transcriptomics of the human retinal pigment epithelium and choroid in health and macular degeneration.

Authors:  Andrew P Voigt; Kelly Mulfaul; Nathaniel K Mullin; Miles J Flamme-Wiese; Joseph C Giacalone; Edwin M Stone; Budd A Tucker; Todd E Scheetz; Robert F Mullins
Journal:  Proc Natl Acad Sci U S A       Date:  2019-11-11       Impact factor: 11.205

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  15 in total

1.  Mass spectrometry imaging to explore molecular heterogeneity in cell culture.

Authors:  Tanja Bien; Krischan Koerfer; Jan Schwenzfeier; Klaus Dreisewerd; Jens Soltwisch
Journal:  Proc Natl Acad Sci U S A       Date:  2022-07-11       Impact factor: 12.779

Review 2.  Recent Advances in Molecular Diagnosis of Pulmonary Fibrosis for Precision Medicine.

Authors:  Mi Ho Jeong; Hongwei Han; David Lagares; Hyungsoon Im
Journal:  ACS Pharmacol Transl Sci       Date:  2022-07-20

Review 3.  Single cell metabolism: current and future trends.

Authors:  Ahmed Ali; Shawn Davidson; Ernest Fraenkel; Ian Gilmore; Thomas Hankemeier; Jennifer A Kirwan; Andrew N Lane; Ingela Lanekoff; Mioara Larion; Laura-Isobel McCall; Michael Murphy; Jonathan V Sweedler; Caigang Zhu
Journal:  Metabolomics       Date:  2022-10-01       Impact factor: 4.747

Review 4.  A guide to systems-level immunomics.

Authors:  Lorenzo Bonaguro; Jonas Schulte-Schrepping; Thomas Ulas; Anna C Aschenbrenner; Marc Beyer; Joachim L Schultze
Journal:  Nat Immunol       Date:  2022-09-22       Impact factor: 31.250

Review 5.  Dynamic Progress in Technological Advances to Study Lipids in Aging: Challenges and Future Directions.

Authors:  Fangyuan Gao; Emily Tom; Dorota Skowronska-Krawczyk
Journal:  Front Aging       Date:  2022-03-10

Review 6.  New horizons in the stormy sea of multimodal single-cell data integration.

Authors:  Christopher A Jackson; Christine Vogel
Journal:  Mol Cell       Date:  2022-01-20       Impact factor: 17.970

Review 7.  A Comprehensive Review of Lipidomics and Its Application to Assess Food Obtained from Farm Animals.

Authors:  Yinghua Song; Changyun Cai; Yingzi Song; Xue Sun; Baoxiu Liu; Peng Xue; Mingxia Zhu; Wenqiong Chai; Yonghui Wang; Changfa Wang; Mengmeng Li
Journal:  Food Sci Anim Resour       Date:  2022-01-01

8.  Visualizing Cancer Cell Metabolic Dynamics Regulated With Aromatic Amino Acids Using DO-SRS and 2PEF Microscopy.

Authors:  Pegah Bagheri; Khang Hoang; Anthony A Fung; Sahran Hussain; Lingyan Shi
Journal:  Front Mol Biosci       Date:  2021-12-15

Review 9.  Mammalian Epidermis: A Compendium of Lipid Functionality.

Authors:  Matteo Vietri Rudan; Fiona M Watt
Journal:  Front Physiol       Date:  2022-01-12       Impact factor: 4.566

10.  Histone Deacetylase Inhibition Regulates Lipid Homeostasis in a Mouse Model of Amyotrophic Lateral Sclerosis.

Authors:  Thibaut Burg; Elisabeth Rossaert; Matthieu Moisse; Philip Van Damme; Ludo Van Den Bosch
Journal:  Int J Mol Sci       Date:  2021-10-18       Impact factor: 5.923

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