Evidence map›Paper›PMID 39665230›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Mass-Guided Single-Cell MALDI Imaging of Low-Mass Metabolites Reveals Cellular Activation Markers.

James L Cairns, Johanna Huber, Andrea Lewen, Jessica Jung, Stefan J Maurer, Tobias Bausbacher, Stefan Schmidt, Pavel A Levkin, Daniel Sevin, Kerstin Göpfrich and 3 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Review
  6. Metabolomics of healthy hematopoietic stem cells and leukemic stem cells.Journal of clinical and translational research · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

James L CairnsCenter for Mass Spectrometry and Optical Spectroscopy, CeMOS, Mannheim University of Applied Sciences, 68163, Mannheim, Germany.ORCID https://orcid.org/0000-0003-4986-1015
Johanna HuberCenter for Mass Spectrometry and Optical Spectroscopy, CeMOS, Mannheim University of Applied Sciences, 68163, Mannheim, Germany.
Andrea LewenInstitute of Physiology and Pathophysiology, Heidelberg University, 69120, Heidelberg, Germany.
Jessica JungDept. Translational Brain Research, Central Institute for Mental Health (CIMH), 68159, Mannheim, Germany.
Stefan J MaurerBiophysical Engineering Group, Center for Molecular Biology of Heidelberg University (ZMBH), 69120, Heidelberg, Germany.
Tobias BausbacherCenter for Mass Spectrometry and Optical Spectroscopy, CeMOS, Mannheim University of Applied Sciences, 68163, Mannheim, Germany.
Stefan SchmidtCenter for Mass Spectrometry and Optical Spectroscopy, CeMOS, Mannheim University of Applied Sciences, 68163, Mannheim, Germany.
Pavel A LevkinInstitute of Biological and Chemical Systems - Functional Molecular Systems (IBCS-FMS), Karlsruhe Institute of Technology, 76344, Karlsruhe, Germany.ORCID https://orcid.org/0000-0002-5975-948X
Daniel SevinCellzome - A GSK company, 69115, Heidelberg, Germany.
Kerstin GöpfrichBiophysical Engineering Group, Center for Molecular Biology of Heidelberg University (ZMBH), 69120, Heidelberg, Germany.ORCID https://orcid.org/0000-0003-2115-3551
Philipp KochDept. Translational Brain Research, Central Institute for Mental Health (CIMH), 68159, Mannheim, Germany.ORCID https://orcid.org/0000-0003-3713-8786
Oliver KannInstitute of Physiology and Pathophysiology, Heidelberg University, 69120, Heidelberg, Germany.ORCID https://orcid.org/0000-0003-4365-8067
Carsten HopfCenter for Mass Spectrometry and Optical Spectroscopy, CeMOS, Mannheim University of Applied Sciences, 68163, Mannheim, Germany.ORCID https://orcid.org/0000-0003-0802-6451

Funding

Bundesministerium für Bildung und Forschung 161L0212F,13FH8I09IA,12FH8I05IADeutsche Forschungsgemeinschaft 262133997,406232485,LE2936/9-1,511488495Ministerium für Wissenschaft, Forschung und Kunst Baden-Württemberg 7533-7-11.10-12
6 · The paper itself

Abstract

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.

Indexed as

MetabolomeMetabolomicsSingle-Cell AnalysisSpectrometry, Mass, Matrix-Assisted Laser Desorption-IonizationAnimalsBiomarkersCell LineHippocampusLipopolysaccharidesMiceNeuroinflammatory DiseasesUnilamellar LiposomesBiomarkersLipopolysaccharidesUnilamellar Liposomesgiant unilamellar vesicles (GUVs)human induced pluripotent stem cells (hiPSC)MALDI mass spectrometry imagingmicroglianeurodegenerationsingle cellspatial metabolomics

Identifiers

PMID39665230
PMCPMC11791930

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.