A human breast atlas integrating single-cell proteomics and transcriptomics

被引:77
作者
Gray, G. Kenneth [1 ]
Li, Carman Man-Chung [1 ]
Rosenbluth, Jennifer M. [1 ,2 ,3 ]
Selfors, Laura M. [1 ]
Girnius, Nomeda [1 ,4 ]
Lin, Jia-Ren [4 ]
Schackmann, Ron C. J. [1 ]
Goh, Walter L. [1 ]
Moore, Kaitlin [1 ]
Shapiro, Hana K. [1 ]
Mei, Shaolin [4 ]
D'Andrea, Kurt [5 ]
Nathanson, Katherine L. [5 ]
Sorger, Peter K. [4 ]
Santagata, Sandro [4 ,6 ]
Regev, Aviv [7 ,8 ]
Garber, Judy E. [2 ]
Dillon, Deborah A. [6 ]
Brugge, Joan S. [1 ]
机构
[1] Harvard Med Sch, Dept Cell Biol, Boston, MA 02115 USA
[2] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[3] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[4] HMS, Lab Syst Pharmacol LSP, Boston, MA 02115 USA
[5] Univ Penn, Perelman Sch Med, Dept Med, Div Translat Med & Human Genet, Philadelphia, PA 19104 USA
[6] Brigham & Womens Hosp, Dept Pathol, Boston, MA 02115 USA
[7] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[8] Genentech Inc, 1 DNA Way, San Francisco, CA 94080 USA
关键词
MAMMARY-GLAND DEVELOPMENT; ESTROGEN-RECEPTOR-ALPHA; HORMONE-RELATED PROTEIN; BRCA2 MUTATION CARRIERS; SET ENRICHMENT ANALYSIS; ADAPTIVE-RESPONSE GENE; NF-KAPPA-B; STEM-CELLS; EPITHELIAL-CELLS; CANCER RISK;
D O I
10.1016/j.devcel.2022.05.003
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
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.
引用
收藏
页码:1400 / +
页数:29
相关论文
共 195 条
[1]   Quiescent Tissue Stem Cells Evade Immune Surveillance [J].
Agudo, Judith ;
Park, Eun Sook ;
Rose, Samuel A. ;
Alibo, Eziwoma ;
Sweeney, Robert ;
Dhainaut, Maxime ;
Kobayashi, Koichi S. ;
Sachidanandam, Ravi ;
Baccarini, Alessia ;
Merad, Miriam ;
Brown, Brian D. .
IMMUNITY, 2018, 48 (02) :271-+
[2]  
Anbazhagan R, 1998, J PATHOL, V184, P197, DOI 10.1002/(SICI)1096-9896(199802)184:2<197::AID-PATH992>3.0.CO
[3]  
2-J
[4]  
[Anonymous], NATURE, V525, P114
[5]   Anatomical localization of progenitor cells in human breast tissue reveals enrichment of uncommitted cells within immature lobules [J].
Arendt, Lisa M. ;
Keller, Patricia J. ;
Skibinski, Adam ;
Goncalves, Kevin ;
Naber, Stephen P. ;
Buchsbaum, Rachel J. ;
Gilmore, Hannah ;
Come, Steven E. ;
Kuperwasser, Charlotte .
BREAST CANCER RESEARCH, 2014, 16 (05)
[6]   Gata-3 is an essential regulator of mammary-gland morphogenesis and luminal-cell differentiation [J].
Asselin-Labat, Marie-Liesse ;
Sutherland, Kate D. ;
Barker, Holly ;
Thomas, Richard ;
Shackleton, Mark ;
Forrest, Natasha C. ;
Hartley, Lynne ;
Robb, Lorraine ;
Grosveld, Frank G. ;
van der Wees, Jacqueline ;
Lindeman, Geoffrey J. ;
Visvader, Jane E. .
NATURE CELL BIOLOGY, 2007, 9 (02) :201-U103
[7]   Time-resolved single-cell analysis of Brca1 associated mammary tumourigenesis reveals aberrant differentiation of luminal progenitors [J].
Bach, Karsten ;
Pensa, Sara ;
Zarocsinceva, Marija ;
Kania, Katarzyna ;
Stockis, Julie ;
Pinaud, Silvain ;
Lazarus, Kyren A. ;
Shehata, Mona ;
Simoes, Bruno M. ;
Greenhalgh, Alice R. ;
Howell, Sacha J. ;
Clarke, Robert B. ;
Caldas, Carlos ;
Halim, Timotheus Y. F. ;
Marioni, John C. ;
Khaled, Walid T. .
NATURE COMMUNICATIONS, 2021, 12 (01)
[8]   Differentiation dynamics of mammary epithelial cells revealed by single-cell RNA sequencing [J].
Bach, Karsten ;
Pensa, Sara ;
Grzelak, Marta ;
Hadfield, James ;
Adams, David J. ;
Marioni, John C. ;
Khaled, Walid T. .
NATURE COMMUNICATIONS, 2017, 8
[9]   Basal-like and triple-negative breast cancers: a critical review with an emphasis on the implications for pathologists and oncologists [J].
Badve, Sunil ;
Dabbs, David J. ;
Schnitt, Stuart J. ;
Baehner, Frederick L. ;
Decker, Thomas ;
Eusebi, Vincenzo ;
Fox, Stephen B. ;
Ichihara, Shu ;
Jacquemier, Jocelyne ;
Lakhani, Sunil R. ;
Palacios, Jose ;
Rakha, Emad A. ;
Richardson, Andrea L. ;
Schmitt, Fernando C. ;
Tan, Puay-Hoon ;
Tse, Gary M. ;
Weigelt, Britta ;
Ellis, Ian O. ;
Reis-Filho, Jorge S. .
MODERN PATHOLOGY, 2011, 24 (02) :157-167
[10]   Impact of aging on the biology of breast cancer [J].
Benz, Christopher C. .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2008, 66 (01) :65-74