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Method Article
* These authors contributed equally
This protocol outlines the use of microMS for fluorescence-guided, single-cell MALDI-2 mass spectrometry, enabling enhanced molecular profiling of primary rat neuronal cells.
Single-cell measurements are critical to understanding the rich spatiochemical heterogeneity of the brain. Matrix-assisted laser/desorption ionization (MALDI) mass spectrometry (MS) is capable of label-free, high-throughput characterization of endogenous molecules in individual cells. The recent advances in the development of MALDI mass spectrometers with laser-induced post-ionization (MALDI-2) provide greatly enhanced sensitivity of detection for a variety of lipids and other small molecules. However, MS imaging of large samples with MALDI-2 at cellular resolution is prohibitively slow for most applications. In this protocol, primary cells are isolated and dispersed onto conductive slides. Relative cell locations are determined by whole-slide fluorescence microscopy, followed by accurate coregistration of the microscopy coordinates to the stage coordinates of the MALDI-2 mass spectrometer. Targeted MS analysis of only cell locations provides high-throughput, single-cell measurements with high analyte coverage and reduced data size as compared to MS imaging of the entire sample. We describe the critical steps necessary for single-cell preparation, whole-slide fluorescence imaging, matrix application, and MALDI-2 mass spectrometry.
Lipids and metabolites are fundamental to cellular function and serve as essential components of membranes, energy sources, and signaling molecules1,2. However, their composition and abundance can vary significantly between individual cells, reflecting the differences in cell types and developmental and functional states3,4,5. Analyzing these differences is crucial for understanding biological variability and identifying distinct cell subpopulations. Single-cell measurement techniques, such as RNA sequencing, provide useful cell-specific transcript profiles6. However, these transcript-level measurements do not directly reflect the actual cellular amounts of lipids and metabolites, as gene expression does not always correlate with the actual abundance of these analytes. Specialized methods for direct measurements of lipids and metabolites are, therefore, required for comprehensive analysis of the chemical composition of single cells and their populations.
Matrix-assisted laser desorption/ionization (MALDI) mass spectrometry imaging (MSI) is a tool of choice for label-free spatial mapping of endogenous biomolecules in situ7,8. Typically, with MALDI, a UV laser is used to ablate material from a thin sample layer co-crystallized with an organic matrix, forming a plume of ions and neutral molecules. The formed ions are then separated by an MS analyzer and detected within a mass spectrometer. Given the accurate positioning of modern mass spectrometer stages, the laser can be positioned to target specific sample regions or rastered across regions to generate molecular images by MSI. MSI at cellular or subcellular spatial resolution (< 10 µm), achieved with a focused laser beam and accurate stage movement, can be used to obtain chemical information about individual cells9,10. However, MSI measurements at this scale are inefficient, especially in the case of samples with low targeted cell densities, due to the amount of time spent imaging empty regions between cells. Further, the detectability of many analytes is limited due to the small volume sampled. To overcome these challenges, we have developed an image-guided MALDI MS approach for high-throughput single-cell analysis11,12. In this approach, the locations of dispersed cells are programmatically determined from whole-slide fluorescence images and used to guide the mass spectrometer stage to positions where individual cells with specific parameters (e.g., size and shape) are located and are then analyzed via irradiation with the MALDI laser. Previous work using this targeted approach has been used for characterizing lipids, peptides, and other biomolecules in heterogeneous cell populations5,13.
Given the mass-limited nature of single cells, the number of analytes detected in such samples is generally less than that observed directly from tissue. Therefore, to increase analyte coverage in single-cell MS analysis, increasing the analyte detection sensitivity is critical. One recently developed approach that aids in overcoming this detection challenge is MALDI with laser post-ionization (MALDI-2), which has been shown to enhance sensitivity for a broad range of analytes9,14,15,16. As a result, MALDI-2 generates more comprehensive single-cell datasets and provides deeper molecular coverage in mass-limited samples, such as isolated cells.
The goal of this method is to obtain lipid measurements from thousands of individual cells. To this end, we describe a workflow that enables high-throughput single-cell MALDI-2 mass spectrometry and is generally extendable to any probe-based mass spectrometry approach with precise stage control17. In this workflow, tissue from the brain region(s) of interest is dissected, and individual cells are obtained from the tissue after a papain dissociation procedure. The cells are then labeled with a nuclear stain and are dispersed onto conductive glass slides etched with fiducial markers, where they are allowed to adhere. Next, whole-slide images are taken using fluorescence microscopy. Matrix is deposited by sublimation, generating a repeatable homogenous crystal layer and high signal-to-noise for single-cell MS analysis. Using the open-source software microMS11, the relative coordinates of cell locations from the microscopy image are mapped and aligned with mass spectrometer stage coordinates by a point-set registration using fiducial markers etched onto the glass slides where the cells were deposited. Lastly, using this information, precise, targeted MS spectra are acquired from each individual cell, allowing for thousands of cells to be profiled in a single run (<1 h)12,13.
All animal experiments in this study were done in accordance with the animal use protocol approved by the Illinois Institutional Animal Care and Use Committee (23228) with strict adherence to both national and ARRIVE standards for the ethical treatment and care of animals.
1. Preparation of materials and solutions
2. Preparation of primary neural cells
NOTE: Rat hippocampal tissue is dissected, dissociated into individual cells with papain, and deposited onto conductive glass slides at low density. The isolation of cells in this manner enables high-throughput single cell mass spectrometry of endogenous lipids.
3. Microscopy
NOTE: To determine the location of deposited cells, each slide is imaged by brightfield/fluorescence microscopy. The fluorescence channel allows Hoechst-stained cells to be accurately located, while brightfield imaging provides morphological information. Any microscope capable of tiled image acquisition is suitable for this process.
4. Matrix application
NOTE: Consistent and proper MALDI matrix application is critical to obtaining quality single-cell data. While sublimation using a commercial apparatus is used here, matrix application can also be performed using a robotic sprayer12, airbrush21, or homemade sublimation apparatus22. We have found that single-cell preparations require less matrix than thin tissue sections typically used for mass spectrometry imaging. To reduce batch effects, it is recommended to apply the matrix to all slides under study during one session and to deposit cells from different groups (e.g., brain region or treatment vs. control) onto the same slide whenever possible. Matrix selection is crucial for both traditional MALDI and MALDI-2 single-cell workflows. For single-cell MALDI, DHB23, 9-AA24, and CHCA25 have been successfully used. In MALDI-2, we and others have observed significant signal enhancement with DHAP9, while matrices such as NEDC16 and CHCA26 have also been applied effectively.
5. Single-Cell MALDI MS
NOTE: Single-cell MS data is obtained on a MALDI-2 timsTOF instrument (timsTOF flex) using the open-source microMS package to detect cells and guide the mass spectrometer. This requires that the optical image pixel locations of the targeted cells be translated to the physical coordinates of the mass spectrometer stage.
6. Data processing
NOTE: Existing commercial software packages are not well suited for analyzing high-throughput single-cell mass spectrometry data. While individual spectra can be visualized, extracting meaningful biological insights requires specialized tools. To address this, we provide freely available software that facilitates single-cell MALDI-2 MS data analysis. Our updated workflow facilitates the direct conversion of single-cell data into the open-source imzML format27, allowing compatibility with SCiLS MVS and other vendor software. For more advanced data analysis, the complete script also includes functionality for lipid annotation, clustering, and other visualization tools enabled by Matplotlib (version 3.7.3). Parsing and reading the raw data is facilitated by the pyTDFSDK library, a set of functions encompassed in the TIMSCONVERT workflow28.
An overview of the workflow for fluorescence-guided single-cell MALDI-2 MS is shown in Figure 1. First, the tissue dissected from targeted brain regions (Figure 1A) is dissociated into single cells and deposited onto conductive ITO-coated microscopy slides (Figure 1B). The locations of cells are determined by whole-slide fluorescence imaging (Figure 1C), followed by MALDI matrix application (
High-throughput, image-guided single-cell MALDI MS is a valuable tool for understanding chemical heterogeneity on a single-cell scale. The addition of laser-induced post-ionization (MALDI-2) provides deeper analyte coverage, which is critical for mass- and volume-limited samples such as isolated mammalian cells.
While the overwhelming majority of published single-cell lipid and metabolite MS workflows use cultured cells, our approach is applied to relatively quickly isolated primary cells. Thi...
The authors have no competing interests to disclose.
S.W.C acknowledges support provided by the Peixin He and Xiaoming Chen PhD4 Fellowship and the University of Illinois Block Grant Fellowship. This work was also supported by the National Institute on Drug Abuse under award No. P30DA018310, the National Institute on Aging under Award No. R01AG078797, and by the Office of The Director, of the National Institutes of Health under Award Number S10OD032242.
Name | Company | Catalog Number | Comments |
2',5'-dihydroxyacetophenone | Sigma Aldrich | D107603 | DHAP, 97% purity |
Ammonium acetate | Sigma Aldrich | 238074 | ACS reagent, ≥97% |
Axio M2 Imager | Zeiss | N/A | N/A |
Biopsy punch, 2 mm | Fisher Scientific | 12-460-399 | integra miltex standard biopsy punch, 2mm |
Calcium chloride | Sigma Aldrich | C4901 | anhydrous, powder ≥97% |
Eppendorf Centrifuge | Sigma Aldrich | EP5405000441 | centrifuge 5425 with rotor FA-24x2 |
Gentamicin | Sigma Aldrich | G1272 | liquid, BioReagent |
Glass etching pen | Sigma Aldrich | Z225568 | carbide time, pkg of 1 |
Glycerol | Sigma Aldrich | G7893 | ACS reagent, ≥99.5% |
HEPES buffer | Sigma Aldrich | H3375 | ≥99.5% (titration) |
Hoechst 33258 Solution | Sigma Aldrich | 94403 | 1 mg/mL in H2O, ≥98.0% (HPLC) |
In line HEPA Filter | Sigma Aldrich | WHA67225001 | VACU-GUARD 60 mm disc, 0.45 PFTE housing |
ITO-Coated Microscopy Slides | Delta Technologies | CG-90IN-S115 | 70-100Ω resistance |
Magnesium chloride | Sigma Aldrich | M8266 | anhydrous, ≥98% |
Magnesium sulfate | Sigma Aldrich | 208094 | anhydrous, ≥97% |
Microcentrifuge tubes | Sigma Aldrich | HS4323K | tube capacity 1.5 mL, pack of 500 |
Papain dissociation system | Worthington Biochemical | LK003150 | one box, 5 single use vials |
Penicillin-Streptomycin | Sigma Aldrich | P4458 | liquid, BioReagent |
Potassium chloride | Sigma Aldrich | 529552 | Molecular biology grade |
Potassium phosphate monobasic | Sigma Aldrich | P5379 | Reagent Plus |
Sodium biocarbonate | Sigma Aldrich | S6014 | ACS reagent, ≥99.7% |
Sodium chloride | Sigma Aldrich | S9888 | ACS reagent, ≥99% |
Sodium hydroxide | Sigma Aldrich | 221465 | ACS reagent, ≥97%, pellets |
Sodium phosphate dibasic | Sigma Aldrich | S9763 | ACS reagent, ≥99% |
Sublimate | HTX | N/A | N/A |
timsTOF FleX MALDI-2 | Bruker | N/A | microGRID enabled |
Vacuum tubing | Thermo Scientific | 8701-0080 | Nalgene Non-phthalate PVC Tubing |
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