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Related Experiment Video

Updated: Oct 18, 2025

Spatial Profiling of Protein and RNA Expression in Tissue: An Approach to Fine-Tune Virtual Microdissection
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Protocol for using MULTILAYER to reveal molecular tissue substructures from digitized spatial transcriptomes.

Julien Moehlin1, Aysis Koshy1, François Stüder1

  • 1Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, University of Evry, University Paris-Saclay, 91057 Évry, France.

STAR Protocols
|September 29, 2021
PubMed
Summary
This summary is machine-generated.

MULTILAYER software reveals molecular tissue substructures using spatially resolved transcriptomics (SrT) data. This tool analyzes localized transcriptomes to uncover complex gene programs within organ and tissue architecture.

Keywords:
BioinformaticsSystems biology

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Area of Science:

  • Molecular Biology
  • Genomics
  • Bioinformatics

Background:

  • Spatially resolved transcriptomics (SrT) offers insights into organ and tissue architecture.
  • Understanding molecular complexity requires analyzing gene programs within spatial contexts.

Purpose of the Study:

  • To introduce MULTILAYER, a novel computational tool for analyzing SrT data.
  • To demonstrate MULTILAYER's capability in revealing molecular tissue substructures.

Main Methods:

  • Application of the MULTILAYER software to analyze localized transcriptomes (gexels).
  • Processing of both low- and high-resolution SrT datasets.
  • Performing comparative analyses across multiple SrT readouts.

Main Results:

  • MULTILAYER successfully identifies molecular substructures within tissues.
  • The tool facilitates the exploration of gene programs related to tissue complexity.
  • Demonstrated ability to handle diverse SrT data resolutions.

Conclusions:

  • MULTILAYER is a versatile tool for dissecting molecular organization in tissues using SrT.
  • This approach enhances the understanding of tissue architecture through gene expression patterns.