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

J Mammary Gland Biol Neoplasia. 2021 Mar;26(1):43-66. doi: 10.1007/s10911-021-09486-3. Epub 2021 May 14.

Abstract

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.

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

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Cell Lineage / physiology
  • Epithelial Cells / cytology
  • Epithelial Cells / physiology*
  • Female
  • Gene Expression Profiling / methods*
  • Humans
  • Mammary Glands, Animal / cytology
  • Mammary Glands, Animal / physiology*
  • Mammary Glands, Human / cytology
  • Mammary Glands, Human / physiology*
  • Mice
  • Mice, Inbred BALB C
  • Mice, Inbred C57BL
  • Sequence Analysis, RNA / methods*
  • Single-Cell Analysis / methods*
  • Transcriptome*