人乳源性细胞的单细胞RNA测序揭示了具有祖细胞和成熟状态分子特征的乳腺上皮细胞亚群:一种新的、无创的研究人类哺乳生理学的框架。

IF 3 4区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Jayne F Martin Carli, G Devon Trahan, Kenneth L Jones, Nicole Hirsch, Kristy P Rolloff, Emily Z Dunn, Jacob E Friedman, Linda A Barbour, Teri L Hernandez, Paul S MacLean, Jenifer Monks, James L McManaman, Michael C Rudolph
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引用次数: 28

摘要

人乳中的细胞作为潜在的“液体乳腺活检”,是一种未开发的来源,可用于以无创方式研究哺乳生理学。我们使用单细胞RNA测序(scRNA-seq)来鉴定正常泌乳的饮食控制妊娠糖尿病(GDM)妇女的乳源性乳腺上皮细胞(MECs)及其转录特征。除了scRNA-seq数据处理和MEC转录特征分析外,还描述了通过低温保存协调牛奶收集、单细胞捕获和文库制备的方法。我们从产后两周的两位母亲的乳汁样本中全面鉴定了3740个细胞。大多数细胞(>90%)是表达乳蛋白α和酪蛋白β的管腔MECs (luMECs),角蛋白8和角蛋白18阳性。少量细胞为角蛋白14+基底mec,存在少量免疫细胞群(-/整合素亚单位α 6 (CD49f)+, 0.07%)和少量祖细胞群(EPCAM+/CD49f+, 1.1%)。我们为其他人和未来的研究提供了一个计算框架,并报告了第一个通过scRNA-seq分析的乳源性细胞。我们讨论了使用乳源性细胞作为表征人类乳腺生理的材料的临床潜力和目前的局限性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Single Cell RNA Sequencing of Human Milk-Derived Cells Reveals Sub-Populations of Mammary Epithelial Cells with Molecular Signatures of Progenitor and Mature States: a Novel, Non-invasive Framework for Investigating Human Lactation Physiology.

Cells in human milk are an untapped source, as potential "liquid breast biopsies", of material for investigating lactation physiology in a non-invasive manner. We used single cell RNA sequencing (scRNA-seq) to identify milk-derived mammary epithelial cells (MECs) and their transcriptional signatures in women with diet-controlled gestational diabetes (GDM) with normal lactation. Methodology is described for coordinating milk collections with single cell capture and library preparation via cryopreservation, in addition to scRNA-seq data processing and analyses of MEC transcriptional signatures. We comprehensively characterized 3740 cells from milk samples from two mothers at two weeks postpartum. Most cells (>90%) were luminal MECs (luMECs) expressing lactalbumin alpha and casein beta and positive for keratin 8 and keratin 18. Few cells were keratin 14+ basal MECs and a small immune cell population was present (<10%). Analysis of differential gene expression among clusters identified six potentially distinct luMEC subpopulation signatures, suggesting the potential for subtle functional differences among luMECs, and included one cluster that was positive for both progenitor markers and mature milk transcripts. No expression of pluripotency markers POU class 5 homeobox 1 (POU5F1, encoding OCT4) SRY-box transcription factor 2 (SOX2) or nanog homeobox (NANOG), was observed. These observations were supported by flow cytometric analysis of MECs from mature milk samples from three women with diet-controlled GDM (2-8 mo postpartum), indicating a negligible basal/stem cell population (epithelial cell adhesion molecule (EPCAM)-/integrin subunit alpha 6 (CD49f)+, 0.07%) and a small progenitor population (EPCAM+/CD49f+, 1.1%). We provide a computational framework for others and future studies, as well as report the first milk-derived cells to be analyzed by scRNA-seq. We discuss the clinical potential and current limitations of using milk-derived cells as material for characterizing human mammary physiology.

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来源期刊
Journal of Mammary Gland Biology and Neoplasia
Journal of Mammary Gland Biology and Neoplasia 医学-内分泌学与代谢
CiteScore
5.30
自引率
4.00%
发文量
22
期刊介绍: Journal of Mammary Gland Biology and Neoplasia is the leading Journal in the field of mammary gland biology that provides researchers within and outside the field of mammary gland biology with an integrated source of information pertaining to the development, function, and pathology of the mammary gland and its function. Commencing in 2015, the Journal will begin receiving and publishing a combination of reviews and original, peer-reviewed research. The Journal covers all topics related to the field of mammary gland biology, including mammary development, breast cancer biology, lactation, and milk composition and quality. The environmental, endocrine, nutritional, and molecular factors regulating these processes is covered, including from a comparative biology perspective.
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