Dual-Mode Wheat Germ Agglutinin Labeling – A Versatile Cell Segmentation Strategy for High-Resolution LA-ICP-TOFMS Bioimaging
Single-cell analysis by laser ablation inductively coupled plasma time-of-flight mass spectrometry (LA-ICP-TOFMS) enables high-resolution mapping of elemental distributions and cellular phenotypes. Segmentation of individual cells necessitates labeling of both nuclei and membranes, the latter often requiring extensive tissue-specific optimization. In this study, we present a broadly applicable segmentation protocol based on wheat germ agglutinin (WGA), a lectin that binds to <i>N</i>-acetylglucosamine and sialic acid residues ubiquitously expressed on the cell membrane. By combining fluorescently labeled WGA with a metal-tagged anti-WGA antibody, we introduce a dual-labeling strategy compatible with both fluorescence microscopy and LA-ICP-TOFMS, enabling cross-validation of membrane labeling and enhancing segmentation accuracy. With recent advancements in laser ablation technology, such as higher repetition rates and submicrometer spot sizes, high-resolution imaging across large sample areas has become increasingly feasible. The robust, high-contrast membrane labeling achieved with our method facilitates precise cell segmentation at these resolutions and enhances the quality of the downstream single-cell data analysis. Beyond that, our approach reduces staining costs, streamlines workflows, and provides a scalable alternative to existing membrane-labeling strategies.
Authors
- Martin Schaier (ORCID: https://orcid.org/0000-0003-4907-218X)
- Michael Gutmann (ORCID: https://orcid.org/0000-0002-2253-4578)
- Gunda Koellensperger (ORCID: https://orcid.org/0000-0002-1460-4919)
- Walter Berger (ORCID: https://orcid.org/0000-0003-0014-1658)
- Gabriel Braun (ORCID: https://orcid.org/0009-0006-2796-3386)
- Claude Molitor (ORCID: https://orcid.org/0000-0002-5826-0847)
- David Loibnegger
Institutions
- University of Vienna (AT)
- Comprehensive Cancer Center Vienna (AT)
- Diplomatic Academy of Vienna (AT)
- Institute of Inorganic Chemistry of the Slovak Academy of Sciences (SK)
- Center for Cancer Research (US)
- Czech Academy of Sciences, Institute of Analytical Chemistry (CZ)
- UC Davis Comprehensive Cancer Center
- Medical University of Vienna (AT)
Publication Details
- Journal
- Analytical Chemistry
- Published
- 2025-09-18
- DOI
- https://doi.org/10.1021/acs.analchem.5c04060
- Citations
- 1
- Primary Topic
- Cell Image Analysis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 1.63