Analytical Chemistry · 2023 · 12 citations · 41 references
Micro Total Analysis SystemBiological Mass SpectrometryMetabolomic ProfilingNeurochemical BiomarkersDistinct Lipid SpeciesCellular PhysiologySingle Cell SequencingBioanalysisAnalytical ChemistryProteomicsMolecular NeuroscienceBiochemistryBiomedical AnalysisMetabolomicsComputational Mass SpectrometrySingle-cell AnalysisCell BiologyUltrahigh ResolutionCellular NeuroscienceNatural SciencesSingle-cell BiologyMass SpectrometryProtein Mass SpectrometryNeuroscienceMetabolic ProfilingCellular BiochemistryMedicine
The mammalian brain contains ∼20,000 distinct lipid species that contribute to its structural organization and function. The lipid profiles of cells change in response to a variety of cellular signals and environmental conditions that result in modulation of cell function through alteration of phenotype. The limited sample material combined with the vast chemical diversity of lipids makes comprehensive lipid profiling of individual cells challenging. Here, we leverage the resolving power of a 21 T Fourier-transform ion cyclotron resonance (FTICR) mass spectrometer for chemical characterization of individual hippocampal cells at ultrahigh mass resolution. The accuracy of the acquired data allowed differentiation of freshly isolated and cultured hippocampal cell populations, as well as finding differences in lipids between the soma and neuronal processes of the same cell. Differences in lipids include TG 42:2 observed solely in the cell bodies and SM 34:1;O2 found only in the cellular processes. The work represents the first mammalian single cells analyzed at ultrahigh resolution and is an advance in the performance of mass spectrometry (MS) for single-cell research.
41
SCANPY: large-scale single-cell gene expression data analysis
F. Alexander Wolf, Philipp Angerer, Fabian J. Theis · Genome biology · 2018 · 8.6K citations · Full text
From Louvain to Leiden: guaranteeing well-connected communities
Scientific Reports · 2019 · 4.7K citations · Full text
Membrane lipid composition and cellular function.
A A Spector, Mark A. Yorek · Journal of Lipid Research · 1985 · 1.5K citations · Full text
LMSD: LIPID MAPS structure database
Manish Sud, Eoin Fahy, David Cotter et al. · Nucleic Acids Research · 2006 · 1.3K citations · Full text
Manish Sud, Eoin Fahy, Dawn Cotter et al. · Nucleic Acids Research · 2015 · 908 citations · Full text
Biological Mass Spectrometry, Metabolomic Profiling, Secondary Metabolite +19