Characterization of Gene Expression Signatures for the Identification of Cellular Heterogeneity in the Developing Mammary Gland.

IF 3 4区 医学 Q2 ENDOCRINOLOGY & METABOLISM Journal of Mammary Gland Biology and Neoplasia Pub Date : 2021-03-01 Epub Date: 2021-05-14 DOI:10.1007/s10911-021-09486-3
Samantha Henry, Marygrace C Trousdell, Samantha L Cyrill, Yixin Zhao, Mary J Feigman, Julia M Bouhuis, Dominik A Aylard, Adam Siepel, Camila O Dos Santos
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引用次数: 7

Abstract

The developing mammary gland depends on several transcription-dependent networks to define cellular identities and differentiation trajectories. Recent technological advancements that allow for single-cell profiling of gene expression have provided an initial picture into the epithelial cellular heterogeneity across the diverse stages of gland maturation. Still, a deeper dive into expanded molecular signatures would improve our understanding of the diversity of mammary epithelial and non-epithelial cellular populations across different tissue developmental stages, mouse strains and mammalian species. Here, we combined differential mammary gland fractionation approaches and transcriptional profiles obtained from FACS-isolated mammary cells to improve our definitions of mammary-resident, cellular identities at the single-cell level. Our approach yielded a series of expression signatures that illustrate the heterogeneity of mammary epithelial cells, specifically those of the luminal fate, and uncovered transcriptional changes to their lineage-defined, cellular states that are induced during gland development. Our analysis also provided molecular signatures that identified non-epithelial mammary cells, including adipocytes, fibroblasts and rare immune cells. Lastly, we extended our study to elucidate expression signatures of human, breast-resident cells, a strategy that allowed for the cross-species comparison of mammary epithelial identities. Collectively, our approach improved the existing signatures of normal mammary epithelial cells, as well as elucidated the diversity of non-epithelial cells in murine and human breast tissue. Our study provides a useful resource for future studies that use single-cell molecular profiling strategies to understand normal and malignant breast development.

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鉴定发育中乳腺细胞异质性的基因表达特征。
发育中的乳腺依赖于几个转录依赖网络来定义细胞身份和分化轨迹。最近的技术进步允许对基因表达进行单细胞分析,这为腺体成熟不同阶段的上皮细胞异质性提供了初步的了解。尽管如此,深入研究扩展的分子特征将提高我们对不同组织发育阶段、小鼠品系和哺乳动物物种的乳腺上皮和非上皮细胞群体多样性的理解。在这里,我们结合了不同的乳腺分级方法和从FACS分离的乳腺细胞获得的转录谱,以改进我们在单细胞水平上对乳腺固有细胞身份的定义。我们的方法产生了一系列表达特征,说明了乳腺上皮细胞的异质性,特别是管腔命运的细胞,并揭示了在腺体发育过程中诱导的其谱系定义的细胞状态的转录变化。我们的分析还提供了识别非上皮乳腺细胞的分子特征,包括脂肪细胞、成纤维细胞和罕见的免疫细胞。最后,我们扩展了我们的研究,以阐明人类乳腺驻留细胞的表达特征,这一策略允许乳腺上皮身份的跨物种比较。总之,我们的方法改进了正常乳腺上皮细胞的现有特征,并阐明了小鼠和人类乳腺组织中非上皮细胞的多样性。我们的研究为未来使用单细胞分子图谱策略来了解正常和恶性乳腺发育的研究提供了有用的资源。
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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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