Single-cell RNA sequencing data and resources from blood and milk immune cells of Holstein cattle with chronic mastitis caused by experimental Staphylococcus aureus infection
This online resource provides supplementary items used to analyze data in the work, "Single-cell RNA sequencing characterization of Holstein cattle blood and milk immune cells during a chronic Staphylococcus aureus mastitis infection", by Wiarda et al. Cells were collected from milk and blood of three cattle with chronic mastitis infections caused by experimental Staphylococcus aureus challenge. Isolated cells were processed for single-cell RNA sequencing, resulting in a dataset of 35,338 cells distributed across 62 cells clusters. Cell clusters were classified as granulocytes, monocyte/macrophage/conventional dendritic cells, B cells/antibody-secreting cells, T cells/innate lymphoid cells, plasmacytoid dendritic cells, and non-immune cells. A data subset consisting of 30 granulocyte clusters was also created. Data objects of total cell and granulocyte datasets are included here (.h5seurat files), as well as results of pairwise differential gene expression of all cell clusters (resulting in over 4.3 million differentially expressed genes), and a data object containing cell neighborhoods used for differential abundance testing.
Funding
USDA-ARS: 5030-32000-238-000D
History
Data contact name
Wiarda, Jayne, E.Data contact email
jayne.wiarda@usda.govPublisher
Ag Data CommonsIntended use
Single-cell RNA sequencing data may be used to replicate previously-performed analyses or perform independent query of single-cell transcriptional profiles for further analyses.Use limitations
Single-cell RNA sequencing data includes sparse data, making it difficult to pinpoint whether some genes are lowly expressed but not detected versus not expressed. Some level of ambient RNA contamination is also expected in cells. The animals used in this study may not be representative of all biological contexts.Temporal Extent Start Date
2020-03-12Theme
- Non-geospatial
ISO Topic Category
- health
- biota
National Agricultural Library Thesaurus terms
sequence analysis; milk; Holstein; cattle; mastitis; Staphylococcus aureus; granulocytes; monocytes; B-lymphocytes; T-lymphocytes; gene expression regulation; RNAOMB Bureau Code
- 005:18 - Agricultural Research Service
OMB Program Code
- 005:040 - National Research
ARS National Program Number
- 103
- 108
Pending citation
- Yes
Public Access Level
- Public