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Spatial Metabolomics

Spatial Metabolomics

Spatial metabolomics combines mass spectrometry imaging (MSI) with metabolomics to provide qualitative, quantitative, and localization analysis of thousands of metabolites in biological tissues. This technique enables precise mapping of biochemical processes, offering valuable insights into disease mechanisms, drug effects, and cellular functions, making it essential for advancing life sciences research.

Introduction of Spatial Metabolomics

Spatial metabolomics is an innovative field that combines mass spectrometry imaging (MSI) with metabolomics to precisely analyze the species, concentrations, and spatial distributions of metabolites in biological tissues, organs, or even individual cells. This approach enhances the depth of metabolomic data, offering valuable insights into the molecular composition of biological systems within their spatial context, making it a powerful tool for advancing life sciences research.
MetWareBio's spatial metabolomics service employs MALDI-TOF MS (Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry) technology for spatial metabolomics analysis and offer a range of spatial resolutions tailored to diverse research needs, including 100 µm, 50 µm, 20 µm, 10 µm, and 5 µm. In MALDI-TOF MS, analytes are dispersed within a matrix to form co-crystals. Upon laser irradiation of the crystals, the energy absorbed by the matrix molecules causes rapid heat accumulation and sublimation of the matrix crystals. This process results in the expansion of the matrix and analytes into the mass analyzer, where the mass-to-charge ratios and ion intensities of analytes in each pixel on the sample surface are obtained. By integrating with mass spectrometry imaging software, the signal intensities of corresponding ions and their positions on the sample surface are mapped, generating a two-dimensional distribution map of specific molecules or ions across the sample surface.

Spatial metabolomics and imaging mass spectrometry in the age of artificial intelligence (Alexandrov, 2020)

 

Distribution Map of the m/z 464.1908 Compound in Rapeseed at Various Resolutions

Advantages of the Spatial Metabolomics Service

  • Ultra-High Spatial Resolution: Achieves a resolution of up to 5 μm per pixel;
  • Comprehensive Detection: Detects an average of over 1,000 metabolites per analysis;
  • Exceptional Qualitative Accuracy: Powered by a proprietary MS² database tailored for spatial metabolomics;
  • High Mass Resolution and Sensitivity: Accurately map the spatial distribution of target molecules with high sensitivity and resolution;
  • Personalized Custom Analysis: Customized analysis tailored to client needs;
  • Integration with Multiomics: Integrates with spatial transcriptomics or proteomics for comprehensive analysis.

 

Applications of the Spatial Metabolomics Service

Cancer and Tumor Research
Spatial metabolomics helps reveal metabolic heterogeneity within tumors, shedding light on the unique metabolic profiles of cancer cells and their surrounding stromal cells.
Pathology and Diagnostic Research
Spatially resolved metabolomics provides insights into metabolic alterations associated with diseases like diabetes, cardiovascular disorders, and metabolic syndromes, enhancing diagnostic precision by linking metabolic changes to histological features in clinical biopsies.
Drug Development and Pharmacology
Tracking the spatial distribution of drugs and their metabolites in tissues to assess efficacy and toxicity. Confirming the metabolic impact of potential drug targets within specific tissue regions. Linking localized metabolic changes to patient-specific treatment responses.
Plant and Agricultural Sciences
Locating bioactive compounds such as alkaloids, flavonoids, and terpenoids in plant tissues for pharmaceutical or agricultural use.
Food and Nutrition Science
Understanding the spatial distribution of nutrients and bioactive compounds in food products, monitoring changes in metabolite profiles during processing or storage.
Microbial Ecology and Symbiosis
Mapping metabolites at the host-microbe interface to understand mutualistic, commensal, or pathogenic relationships.

Project Experience of the Spatial Metabolomics Service

MetWareBio has extensive experience in spatial metabolomics, supported by a professional team. Our expertise spans a wide range of sample types, including various tumor tissues, animal tissues, and plant tissues. We typically detect over 1,000 metabolites, with some samples reaching more than 2,000 metabolites.

MetwareBio Spatial Metabolomics Service Project Experiences of Human and Mouse Samples

 

MetwareBio Spatial Metabolomics Service Project Experiences of Plant Samples

Workflow of the Spatial Metabolomics Service

Deliverables of the Spatial Metabolomics Service

MetwareBio's spatial metabolomics service delivers comprehensive analysis results: 4 major modules, 19 analyses, and 42 visualizations.

spatial metabolomics report deliverables

 

Segmentation map

3D scatter plot of UMAP

Metabolite co-localization network

Sample Requirement

Processable Sample Types:
  • Animal Tissues: Includes heart, liver, spleen, lungs, kidneys, intestines, stomach, tumor tissues, etc.
  • Plant Tissues: Includes roots, stems, fruits, seeds, leaves, petals, and more.
Sample Size Requirement:
  • Minimum Sample Dimensions: Length: 1.5 mm, Width: 1.5 mm, Height (Thickness): 2 mm
  • Maximum Sample Dimensions: Length: 30 mm, Width: 15 mm, Height (Thickness): 25 mm
  • Minimum Moisture Content: 60%

For any special cases, feel free to contact us.

FAQs of the Spatial Metabolomics Service

What is spatial metabolomics?

Spatial metabolomics is a cutting-edge technology that combines metabolomics with imaging techniques to map the spatial distribution of metabolites within biological samples. It enables qualitative, quantitative and localization analysis of thousands of metabolites in biological tissues.

What’s the difference of spacial metabolomics and bulk metabolomics?

Spatial metabolomics offers detailed, spatially resolved metabolic information, which is essential for understanding localized metabolic processes and heterogeneity within tissues. Bulk metabolomics, on the other hand, provides a broad, averaged overview of metabolites across a homogenized sample, making it suitable for general metabolic profiling without spatial context. The key difference in experimental procedures is that spatial metabolomics involves freezing and sectioning the sample, applying a specific matrix, and then performing mass spectrometry imaging (MSI) for analysis. In contrast, bulk metabolomics requires homogenizing fresh samples, extracting metabolites, and analyzing them using LC-MS.

What is the spatial resolution of your analysis?

We offer spatial resolutions of 5 μm, 10 μm, 20 μm, 50 μm, and 100 μm, depending on the specific requirements of the analysis.

How to select the optimal resolution for spatial metabolomics analysis?

The resolution should be chosen based on the sample type, the spatial heterogeneity of the metabolites, and the desired level of detail for analysis. For large or heterogeneous samples (e.g., organs), lower resolutions (100 µm to 50 µm) are typically sufficient to observe broad metabolite distributions, while higher resolutions (10 µm to 5 µm) are necessary for smaller, more homogeneous samples (e.g., cellular or subcellular structures) to capture finer details. If metabolites are widely distributed, a lower resolution is adequate, but if they are localized to small regions (e.g., organelles or specific cell types), a higher resolution provides better visualization of spatial heterogeneity.

  • 100 µm: Suitable for large tissue sections or general metabolite distribution mapping.
  • 50 µm: Provides a good balance between resolution and data volume for tissues or larger regions of interest.
  • 20 µm: Used for more detailed mapping of tissue microstructures.
  • 10 µm or 5 µm: High-resolution imaging for single cells or specific subcellular structures.
How many metabolites can be detected using your spatial metabolomics service?

Our spatial metabolomics service can detect over 1,000 metabolites on average, with variations based on the sample type and experimental conditions. In our previous projects, we successfully detected over 1,900 metabolites in mouse spleen and more than 2,000 metabolites in soybean.

Reference

Alexandrov T. (2020). Spatial Metabolomics and Imaging Mass Spectrometry in the Age of Artificial Intelligence. Annual review of biomedical data science, 3, 61–87. https://doi.org/10.1146/annurev-biodatasci-011420-031537

WHAT'S NEXT IN OMICS: THE METABOLOME

Please submit a detailed description of your project. We will provide you with a customized project plan metabolomics services to meet your research requests. You can also send emails directly to support-global@metwarebio.com for inquiries.
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