Cellular and transcriptional diversity over the course of human lactation

被引:19
作者
Nyquist, Sarah K. [1 ,2 ,3 ,4 ,5 ]
Gao, Patricia [3 ,4 ]
Haining, Tessa K. J. [3 ,4 ]
Retchin, Michael R. [3 ,4 ]
Golan, Yarden [6 ]
Drake, Riley S. [1 ,3 ,4 ,7 ]
Kolb, Kellie [1 ,3 ,4 ]
Mead, Benjamin E. [1 ,3 ,4 ]
Ahituv, Nadav [6 ]
Martinez, Micaela E. [8 ]
Shalek, Alex K. [1 ,2 ,3 ,4 ,7 ,9 ,10 ,11 ]
Berger, Bonnie [1 ,5 ]
Goods, Brittany A. [12 ]
机构
[1] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[2] MIT, Program Computat & Syst Biol, Cambridge, MA USA
[3] MIT, Dept Chem, Cambridge, MA 02139 USA
[4] MIT, Inst Med Engn & Sci, Cambridge, MA 02139 USA
[5] MIT, Dept Math, Comp Sci & Artificial Intelligence Lab, Cambridge, MA 02139 USA
[6] Univ Calif San Francisco, Inst Human Genet, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
[7] MIT & Harvard, Ragon Inst MGH, Cambridge, MA 02139 USA
[8] Emory Univ, Dept Biol, Atlanta, GA 30322 USA
[9] MIT, Koch Inst Integrat Canc Res, Cambridge, MA 02139 USA
[10] Harvard Med Sch, Div Hlth Sci & Technol, Boston, MA 02115 USA
[11] Massachusetts Gen Hosp, Dept Immunol, Boston, MA 02114 USA
[12] Dartmouth Coll, Thayer Sch Engn, Program Quantitat Biomed Sci, Hanover, NH 03755 USA
基金
美国国家科学基金会;
关键词
single-cell RNA-sequencing; breast milk; mammary epithelial cell; macrophage; maternal health; GENE-EXPRESSION PROFILES; MAMMARY EPITHELIAL-CELLS; HUMAN-MILK; BREAST-MILK; GASTROINTESTINAL DEVELOPMENT; CYTOKINES IL-1-BETA; GROWTH-HORMONE; STEM-CELLS; TNF-ALPHA; PROLACTIN;
D O I
10.1073/pnas.2121720119
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Human breast milk (hBM) is a dynamic fluid that contains millions of cells, but their identities and phenotypic properties are poorly understood. We generated and analyzed single-cell RNA-sequencing (scRNA-seq) data to characterize the transcriptomes of cells from hBM across lactational time from 3 to 632 d postpartum in 15 donors. We found that the majority of cells in hBM are lactocytes, a specialized epithelial subset, and that cell-type frequencies shift over the course of lactation, yielding greater epithelial diversity at later points. Analysis of lactocytes reveals a continuum of cell states characterized by transcriptional changes in hormone-, growth factor-, and milk production-related pathways. Generalized additive models suggest that one subcluster, LC1 epithelial cells, increases as a function of time postpartum, daycare attendance, and the use of hormonal birth control. We identify several subclusters of macrophages in hBM that are enriched for tolerogenic functions, possibly playing a role in protecting the mammary gland during lactation. Our description of the cellular components of breast milk, their association with maternal-infant dyad metadata, and our quantification of alterations at the gene and pathway levels provide a detailed longitudinal picture of hBM cells across lactational time. This work paves the way for future investigations of how a potential division of cellular labor and differential hormone regulation might be leveraged therapeutically to support healthy lactation and potentially aid in milk production.
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页数:12
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