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Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells
Bovine mammary function at molecular level is often studied using mammary tissue or primary bovine mammary epithelial cells (pbMECs). However, bulk tissue and primary cells are heterogeneous with respect to cell populations, adding further transcriptional variation in addition to genetic background....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8282601/ https://www.ncbi.nlm.nih.gov/pubmed/34267220 http://dx.doi.org/10.1038/s41597-021-00972-1 |
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author | Becker, Doreen Weikard, Rosemarie Hadlich, Frieder Kühn, Christa |
author_facet | Becker, Doreen Weikard, Rosemarie Hadlich, Frieder Kühn, Christa |
author_sort | Becker, Doreen |
collection | PubMed |
description | Bovine mammary function at molecular level is often studied using mammary tissue or primary bovine mammary epithelial cells (pbMECs). However, bulk tissue and primary cells are heterogeneous with respect to cell populations, adding further transcriptional variation in addition to genetic background. Thus, understanding of the variation in gene expression profiles of cell populations and their effect on function are limited. To investigate the mononuclear cell composition in bovine milk, we analyzed a single-cell suspension from a milk sample. Additionally, we harvested cultured pbMECs to characterize gene expression in a homogeneous cell population. Using the Drop-seq technology, we generated single-cell RNA datasets of somatic milk cells and pbMECs. The final datasets after quality control filtering contained 7,119 and 10,549 cells, respectively. The pbMECs formed 14 indefinite clusters displaying intrapopulation heterogeneity, whereas the milk cells formed 14 more distinct clusters. Our datasets constitute a molecular cell atlas that provides a basis for future studies of milk cell composition and gene expression, and could serve as reference datasets for milk cell analysis. |
format | Online Article Text |
id | pubmed-8282601 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82826012021-07-23 Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells Becker, Doreen Weikard, Rosemarie Hadlich, Frieder Kühn, Christa Sci Data Data Descriptor Bovine mammary function at molecular level is often studied using mammary tissue or primary bovine mammary epithelial cells (pbMECs). However, bulk tissue and primary cells are heterogeneous with respect to cell populations, adding further transcriptional variation in addition to genetic background. Thus, understanding of the variation in gene expression profiles of cell populations and their effect on function are limited. To investigate the mononuclear cell composition in bovine milk, we analyzed a single-cell suspension from a milk sample. Additionally, we harvested cultured pbMECs to characterize gene expression in a homogeneous cell population. Using the Drop-seq technology, we generated single-cell RNA datasets of somatic milk cells and pbMECs. The final datasets after quality control filtering contained 7,119 and 10,549 cells, respectively. The pbMECs formed 14 indefinite clusters displaying intrapopulation heterogeneity, whereas the milk cells formed 14 more distinct clusters. Our datasets constitute a molecular cell atlas that provides a basis for future studies of milk cell composition and gene expression, and could serve as reference datasets for milk cell analysis. Nature Publishing Group UK 2021-07-15 /pmc/articles/PMC8282601/ /pubmed/34267220 http://dx.doi.org/10.1038/s41597-021-00972-1 Text en © The Author(s) 2021, corrected publication 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) applies to the metadata files associated with this article. |
spellingShingle | Data Descriptor Becker, Doreen Weikard, Rosemarie Hadlich, Frieder Kühn, Christa Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells |
title | Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells |
title_full | Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells |
title_fullStr | Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells |
title_full_unstemmed | Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells |
title_short | Single-cell RNA sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells |
title_sort | single-cell rna sequencing of freshly isolated bovine milk cells and cultured primary mammary epithelial cells |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8282601/ https://www.ncbi.nlm.nih.gov/pubmed/34267220 http://dx.doi.org/10.1038/s41597-021-00972-1 |
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