Mass‐Guided Single‐Cell MALDI Imaging of Low‐Mass Metabolites Reveals Cellular Activation Markers
Single-cell MALDI mass spectrometry imaging (MSI) of lipids and metabolites >200 Da has recently come to the forefront of biomedical research and chemical biology. However, cell-targeting and metabolome-preserving methods for analysis of low mass, hydrophilic metabolites (<200 Da) in large cell populations are lacking. Here, the PRISM-MS (PRescan Imaging for Small Molecule - Mass Spectrometry) mass-guided MSI workflow is presented, which enables space-efficient single cell lipid and metabolite analysis. In conjunction with giant unilamellar vesicles (GUVs) as MSI ground truth for cell-sized objects and Monte Carlo reference-based consensus clustering for data-dependent identification of cell subpopulations, PRISM-MS enables MSI and on-cell MS2-based identification of low-mass metabolites like amino acids or Krebs cycle intermediates involved in stimulus-dependent cell activation. The utility of PRISM-MS is demonstrated through the characterization of complex metabolome changes in lipopolysaccharide (LPS)-stimulated microglial cells and human-induced pluripotent stem cell-derived microglia. Translation of single cell results to endogenous microglia in organotypic hippocampal slice cultures indicates that LPS-activation involves changes of the itaconate-to-taurine ratio and alterations in neuron-to-glia glutamine-glutamate shuttling. The data suggests that PRISM-MS can serve as a standard method in single cell metabolomics, given its capability to characterize larger cell populations and low-mass metabolites.
Authors
- James L. Cairns (ORCID: https://orcid.org/0000-0003-4986-1015)
- Daniel C. Sévin (ORCID: https://orcid.org/0000-0003-1374-5311)
- S. Schmidt (ORCID: https://orcid.org/0000-0003-2896-3290)
- Tobias Bausbacher (ORCID: https://orcid.org/0000-0003-4384-5612)
- Pavel A. Levkin (ORCID: https://orcid.org/0000-0002-5975-948X)
- Carsten Hopf (ORCID: https://orcid.org/0000-0003-0802-6451)
- Joan L. Huber
- Philipp Koch (ORCID: https://orcid.org/0000-0003-3713-8786)
- Andrea Lewen
- Stefan J. Maurer
- Oliver Kann (ORCID: https://orcid.org/0000-0003-4365-8067)
- Jessica Jung
- Kerstin Göpfrich (ORCID: https://orcid.org/0000-0003-2115-3551)
Institutions
- Karlsruhe Institute of Technology (DE)
- Technische Hochschule Mannheim (DE)
- German Cancer Research Center (DE)
- Heidelberg University (DE)
- University Hospital Heidelberg (DE)
- Max Planck Institute for Medical Research (DE)
- Central Institute of Mental Health (DE)
- Bernstein Center for Computational Neuroscience Heidelberg-Mannheim (DE)
Publication Details
- Journal
- Advanced Science
- Published
- 2024-12-12
- DOI
- https://doi.org/10.1002/advs.202410506
- Citations
- 11
- Primary Topic
- Metabolomics and Mass Spectrometry Studies
- Type
- article
- Field-Weighted Citation Impact
- 2.57
Funders
- Deutsche Forschungsgemeinschaft
- Bundesministerium für Bildung und Forschung
- Ministerium für Wissenschaft, Forschung und Kunst Baden-Württemberg
- Hector Stiftung
- Hector Stiftung II