Multi-omic analyses in immune cell development with lessons learned from T cell development

Martijn Cordes1,2, Karin Pike-Overzet1, Erik B Van Den Akker1,2,3,4

  • 1Department of Immunology, Leiden University Medical Center, Leiden, Netherlands.

Insights

Flow cytometry and single-cell RNA sequencing are key immunology tools. Integrating these methods at the single-cell level enhances understanding of immune cell heterogeneity and omics interplay.

Area of Science:

  • Immunology
  • Genomics
  • Proteomics

Background:

  • Flow cytometry traditionally characterizes immune cells by surface markers.
  • Single-cell RNA sequencing (scRNA-seq) offers high-resolution insights into immune development.
  • Integrating omics data at the single-cell level is crucial for a comprehensive understanding.

Purpose of the Study:

  • To highlight the complementary roles of flow cytometry and scRNA-seq.
  • To emphasize the power of integrating RNA and protein data at single-cell resolution.
  • To advance the understanding of immune system complexity.

Main Methods:

  • Utilizing flow cytometry for surface and intracellular protein marker analysis.
  • Employing single-cell RNA sequencing to analyze gene expression heterogeneity.
  • Correlating RNA and protein expression data at the single-cell level.

Main Results:

  • scRNA-seq reveals extensive heterogeneity within immune cell populations.
  • Integration of RNA and protein data provides a multi-modal single-cell view.
  • Rare immune cell populations can be efficiently identified and characterized.

Conclusions:

  • Combining flow cytometry and scRNA-seq significantly enhances immune cell characterization.
  • Multi-omics integration at the single-cell level is pivotal for deciphering immune system intricacies.
  • This integrated approach promises deeper insights into immune cell function and development.

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