A human breast atlas integrating single-cell proteomics and transcriptomics

Gray GK, Li CM, Rosenbluth JM, Selfors LM, Girnius N, Lin JR, Schackmann RCJ, Goh WL, Moore K, Shapiro HK, Mei S, DAndrea K, Nathanson KL, Sorger PK, Santagata S, Regev A, Garber JE, Dillon DA, and Brugge JS

Developmental Cell. 2022 June 6; 57(11): 1400-1420.e7. DOI: 10.1016/j.devcel.2022.05.003

The breast is a dynamic organ whose response to physiological and pathophysiological conditions alters its disease susceptibility, yet the specific effects of these clinical variables on cell state remain poorly annotated. We present a unified, high-resolution breast atlas by integrating single-cell RNA-seq, mass cytometry, and cyclic immunofluorescence, encompassing a myriad of states. We define cell subtypes within the alveolar, hormone-sensing, and basal epithelial lineages, delineating associations of several subtypes with cancer risk factors, including age, parity, and BRCA2 germline mutation. Of particular interest is a subset of alveolar cells termed basal-luminal (BL) cells, which exhibit poor transcriptional lineage fidelity, accumulate with age, and carry a gene signature associated with basal-like breast cancer. We further utilize a medium-depletion approach to identify molecular factors regulating cell-subtype proportion in organoids. Together, these data are a rich resource to elucidate diverse mammary cell states.

Publication | Sequencing | CyTOF

Contents

Key Findings

  • Multimodal single-cell analyses identify breast epithelial and stromal subtypes

  • Spatially distinct epithelial subsets are linked with age, parity, and BRCA2 status

  • Alveolar cells with poor transcriptional lineage fidelity accumulate with age

  • Subtypes of the three major epithelial lineages are maintained in organoid cultures

Highlighted epithelial cell subtypes: 1. Young nulliparous (AP2:  Proliferative alveolar progenitors), 2. Aging associated (BL: Basal-luminal alveolar cells and BA1: Contractile ductal myoepithelial cells), 3. BRCA2 mutation associated (HS1 - ER-active hormone-sensing luminal cells), and 4. Parity associated (AP1: Parity-associated alveolar progenitors) Click to enlarge.

Data Stories

Data Stories are data visualizations that guide readers through the complexities of a large dataset through filters, search, or narrated image waypoints.

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K20 (BRCA mutant) - Narrated
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K16 (BRCA mutant) - Narrated
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Single-Cell RNA Sequencing of Breast Tissues
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Single-Cell human breast atlas integrating single-cell proteomics and transcriptomics

Explore Tissue Images

Access the minimally processed, unannotated Level 2 images associated with this publication. Click any of the following thumbnail images for an interactive view of the full-resolution images.

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K27 (BRCA mutant)
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K26 (BRCA mutant)
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K24 (BRCA mutant)
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K23 (BRCA mutant)
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K22 (BRCA mutant)
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K21 (BRCA mutant)
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K20 (BRCA mutant)
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K19 (BRCA mutant)
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K18 (BRCA mutant)
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K17 (BRCA mutant)
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K16 (BRCA mutant)
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K15 (BRCA mutant)
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K14 (BRCA mutant)
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K13 (BRCA mutant)
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K12 (BRCA mutant)
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K11 (BRCA mutant)
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K10 (BRCA mutant)
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K9 (BRCA mutant)
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K8 (BRCA mutant)
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K7 (BRCA mutant)
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K6 (BRCA mutant)
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K5 (BRCA mutant)
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K4 (BRCA mutant)
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K3 (BRCA mutant)
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K2 (BRCA mutant)
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K1 (BRCA mutant)
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W8B_4 (BRCA wildtype)
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W2BC_3 (BRCA wildtype)
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CK26 (BRCA wildtype)
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CK25_R (BRCA wildtype)
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CK24 (BRCA wildtype)
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CK23 (BRCA wildtype)
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CK22 (BRCA wildtype)
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CK21 (BRCA wildtype)
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CK20 (BRCA wildtype)
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CK19_BCC2 (BRCA wildtype)
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CK19_BCC (BRCA wildtype)
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CK18_P (BRCA wildtype)
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CK17_M (BRCA wildtype)
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CK16 (BRCA wildtype)
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CK15 (BRCA wildtype)
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CK14 (BRCA wildtype)
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CK13 (BRCA wildtype)
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CK12 (BRCA wildtype)
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CK11 (BRCA wildtype)
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CK10 (BRCA wildtype)
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CK9 (BRCA wildtype)
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CK8 (BRCA wildtype)
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CK7 (BRCA wildtype)
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CK6 (BRCA wildtype)
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CK5 (BRCA wildtype)
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CK4_R (BRCA wildtype)
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CK4_P (BRCA wildtype)
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CK3_R (BRCA wildtype)
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CK2 (BRCA wildtype)
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CK1 (BRCA wildtype)