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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
来源:
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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