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Single-cell profiling for advancing birth defects research and prevention.

Thomas B Knudsen1, Malte Spielmann2,3, Sean G Megason4

  • 1Center for Computational Toxicology and Exposure, U.S. Environmental Protection Agency, Research Triangle Park, North Carolina, USA.

Birth Defects Research
|January 26, 2021
PubMed
Summary
This summary is machine-generated.

Single-cell RNA sequencing (scRNA-seq) offers unprecedented resolution for studying cell development and disease. This technology maps gene expression across diverse cell types, advancing our understanding of embryogenesis and cellular maturation.

Keywords:
birth defectsdevelopmental toxicitysingle cell RNA-seqsingle cell profiling

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Area of Science:

  • Developmental Biology
  • Genomics
  • Cellular Biology

Background:

  • Traditional bulk methods lack single-cell resolution for developmental and toxicity studies.
  • Existing tissue localization methods are limited to monitoring only a few genes per experiment.

Purpose of the Study:

  • To review emerging single-cell RNA sequencing (scRNA-seq) technologies for characterizing gene expression at the cellular level.
  • To highlight the potential of scRNA-seq in unraveling developmental pathways and cellular differentiation.
  • To discuss the application of scRNA-seq in creating comprehensive cell atlases for embryogenesis and disease research.

Main Methods:

  • Review of single-cell RNA sequencing (scRNA-seq) technologies.
  • Analysis of gene expression profiles at the single-cell level.
  • Integration of computational models for identifying developmental principles.

Main Results:

  • scRNA-seq enables global characterization of gene expression across different cell types.
  • Development of cell atlases with single-cell resolution for experimental embryology and human embryogenesis.
  • Identification of key genes and pathways governing cell lineage progression from pluripotency to adulthood.

Conclusions:

  • scRNA-seq provides unparalleled detail into the molecular progression of cell lineages and cell-cell signaling.
  • This technology holds transformative potential for understanding cell maturation, tissue regeneration, and disease pathogenesis.
  • Applications include elucidating genetic birth defects and improving predictive toxicology for chemical teratogenesis.