A single-cell atlas of the healthy breast tissues reveals clinically relevant clusters of breast epithelial cells
Single-cell RNA sequencing (scRNA-seq) is an evolving technology used to elucidate the cellular architecture of adult organs. Previous scRNA-seq on breast tissue utilized reduction mammoplasty samples, which are often histologically abnormal. We report a rapid tissue collection/processing protocol to perform scRNA-seq of breast biopsies of healthy women and identify 23 breast epithelial cell clusters. Putative cell-of-origin signatures derived from these clusters are applied to analyze transcriptomes of ~3,000 breast cancers. Gene signatures derived from mature luminal cell clusters are enriched in ~68% of breast cancers, whereas a signature from a luminal progenitor cluster is enriched in ~20% of breast cancers. Overexpression of luminal progenitor cluster-derived signatures in HER2+, but not in other subtypes, is associated with unfavorable outcome. We identify TBX3 and PDK4 as genes co-expressed with estrogen receptor (ER) in the normal breasts, and their expression analyses in >550 breast cancers enable prognostically relevant subclassification of ER+ breast cancers.
A single-cell atlas of the healthy breast tissues reveals clinically relevant clusters of breast epithelial cells
To reference this project, please use the following link:
Supplementary links are provided by contributors and represent items such as additional data which can’t be hosted here; code that was used to analyze this data; or tools and visualizations associated with this specific dataset.
Downloaded and exported data is governed by the HCA Data Release Policy and licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). For more information please see our Data Use Agreement.
Atlas
Analysis Portals
Project Label
Asingle-cellatlasofthehealthybreasttissuesrevealscSpecies
Homo sapiens
Sample Type
specimens
Anatomical Entity
breast
Organ Part
upper outer quadrant of breast
Selected Cell Types
Unspecified
Disease Status (Specimen)
Unspecified
Disease Status (Donor)
Unspecified
Development Stage
human adult stage
Library Construction Method
Nucleic Acid Source
single cell
Paired End
falseAnalysis Protocol
MergeOptimusLooms_v1.0.0, Optimus_v5.1.1, Optimus_v5.1.2File Format
Cell Count Estimate
UnspecifiedDonor Count
11