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LINNAEUS: Simultaneous Single-Cell Lineage Tracing and Cell Type Identification.

Bastiaan Spanjaard1, Jan Philipp Junker2,3

  • 1Charité Universitätsmedizin Berlin, Berlin, Germany. bastiaan.spanjaard@charite.de.

Methods in Molecular Biology (Clifton, N.J.)
|January 2, 2025
PubMed
Summary
This summary is machine-generated.

Understanding cell origins is crucial. LINNAEUS (LINeage tracing by Nuclease-Activated Editing of Ubiquitous Sequences) enables simultaneous lineage tracing and transcriptome profiling, reconstructing organism-wide single-cell lineage trees.

Keywords:
BarcodingCRISPR/Cas9PhylogeneticsSingle-cell lineage tracingSingle-cell mRNATree building

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Area of Science:

  • Cell biology
  • Genomics
  • Developmental biology

Background:

  • Identifying cell types and their origins is fundamental to understanding biological processes like development, regeneration, and disease.
  • Single-cell RNA sequencing (scRNA-seq) is a powerful tool for cell type identification but struggles with reconstructing lineage relationships.
  • Organizing cell taxonomies into lineage trees to understand cell origins and relationships remains a significant challenge.

Purpose of the Study:

  • To present LINNAEUS (LINeage tracing by Nuclease-Activated Editing of Ubiquitous Sequences), a novel strategy for simultaneous lineage tracing and transcriptome profiling.
  • To enable the reconstruction of organism-wide single-cell lineage trees.
  • To provide a systematic approach for tracing the origins of both novel and known cell types under various conditions.

Main Methods:

  • LINNAEUS combines scRNA-seq with computational analysis of lineage barcodes.
  • Lineage barcodes are generated through genome editing of transgenic reporter genes.
  • This approach allows for the analysis of thousands of single cells simultaneously.

Main Results:

  • LINNAEUS facilitates simultaneous lineage tracing and transcriptome profiling.
  • The method enables the reconstruction of comprehensive single-cell lineage trees across an organism.
  • It offers a systematic way to investigate cell origins and relationships.

Conclusions:

  • LINNAEUS overcomes limitations in reconstructing cell lineages from scRNA-seq data.
  • This strategy provides a powerful tool for studying cell fate and developmental processes.
  • LINNAEUS advances our ability to understand cell origins in diverse biological contexts.