4.2 Article

Characterization of Gene Expression Signatures for the Identification of Cellular Heterogeneity in the Developing Mammary Gland

Journal

JOURNAL OF MAMMARY GLAND BIOLOGY AND NEOPLASIA
Volume 26, Issue 1, Pages 43-66

Publisher

SPRINGER/PLENUM PUBLISHERS
DOI: 10.1007/s10911-021-09486-3

Keywords

Single-cell RNA sequencing; Mammary epithelial lineages; Mammary immune cells; Gene expression; breast epithelial evolution

Funding

  1. CSHL Cancer Center Support Grant [5P30CA045508]
  2. CSHL
  3. Northwell Health affiliation
  4. Simons Foundation Award
  5. Rita Allen Scholar Award
  6. Pershing Square Sohn Prize for Cancer Research
  7. NIH/NCI grant [R01CA248158-01]
  8. NIH/NIA grant [R01 AG069727-01]

Ask authors/readers for more resources

This study improved the definitions of mammary-resident cellular identities at the single-cell level by combining different fractionation methods and transcriptional profiling, revealing the heterogeneity of mammary epithelial cells and the diversity of non-epithelial mammary cells. The research also provided useful molecular signatures for future studies on normal and malignant breast development using single-cell profiling strategies.
The developing mammary gland depends on several transcription-dependent networks to define cellular identities and differentiation trajectories. Recent technological advancements that allow for single-cell profiling of gene expression have provided an initial picture into the epithelial cellular heterogeneity across the diverse stages of gland maturation. Still, a deeper dive into expanded molecular signatures would improve our understanding of the diversity of mammary epithelial and non-epithelial cellular populations across different tissue developmental stages, mouse strains and mammalian species. Here, we combined differential mammary gland fractionation approaches and transcriptional profiles obtained from FACS-isolated mammary cells to improve our definitions of mammary-resident, cellular identities at the single-cell level. Our approach yielded a series of expression signatures that illustrate the heterogeneity of mammary epithelial cells, specifically those of the luminal fate, and uncovered transcriptional changes to their lineage-defined, cellular states that are induced during gland development. Our analysis also provided molecular signatures that identified non-epithelial mammary cells, including adipocytes, fibroblasts and rare immune cells. Lastly, we extended our study to elucidate expression signatures of human, breast-resident cells, a strategy that allowed for the cross-species comparison of mammary epithelial identities. Collectively, our approach improved the existing signatures of normal mammary epithelial cells, as well as elucidated the diversity of non-epithelial cells in murine and human breast tissue. Our study provides a useful resource for future studies that use single-cell molecular profiling strategies to understand normal and malignant breast development.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.2
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available