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A single-cell mass cytometry-based atlas of the developing mouse brain.

Amy L Van Deusen1,2,3, Sushanth Kumar1,2, O Yipkin Calhan1

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Summary

This study maps single-cell protein expression in the developing mouse brain using mass cytometry, revealing 85 distinct cell clusters and new insights into neurogenesis and gliogenesis.

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Area of Science:

  • Neuroscience
  • Molecular Biology
  • Developmental Biology

Background:

  • Mammalian brain development involves complex molecular changes across cell lineages.
  • Single-cell RNA sequencing (scRNA-seq) has characterized RNA abundance, but single-cell protein data remains largely uncharacterized.

Purpose of the Study:

  • To characterize single-cell protein abundances in the developing mammalian brain.
  • To identify distinct cell lineages and developmental trajectories using protein-level measurements.
  • To compare protein versus RNA expression for a comprehensive understanding of cell states.

Main Methods:

  • Mass cytometry was performed on whole mouse brains (embryonic day E11.5-E12.5) and specific brain regions (E13.5-postnatal day P4).
  • A 40-antibody panel analyzed over 24 million cells across biological replicates.
  • Data analysis identified molecularly distinct cell clusters and developmental pathways.

Main Results:

  • Identified 85 molecularly distinct cell clusters across various developmental stages and brain regions.
  • Confirmed canonical molecular pathways involved in neurogenesis and gliogenesis.
  • Predicted two distinct trajectories for cortical oligodendrogenesis.
  • Observed significant differences between protein and RNA expression, highlighting the value of protein-level data.

Conclusions:

  • Mass cytometry is a valuable and scalable platform for single-cell profiling of brain tissues.
  • Protein-level measurements provide crucial insights into functional cell states that complement RNA data.
  • This study provides a foundational protein atlas for the developing mammalian brain.