posted on 2024-02-23, 18:46authored byJayne WiardaJayne Wiarda, Adrienne L. Shircliff, Judith B. Stasko, Sathesh K. Sivasankaran, Mark R. Ackermann, Crystal L. Loving
<p>This dataset contains files used in the manuscript, "Conserved B cell signaling, activation, and differentiation in porcine jejunal and ileal Peyer's patches despite distinct immune landscapes" by Wiarda et al. (2023). Samples of jejunum and ileum containing Peyer's patches were collected from each of three, 8-week-old, female pigs and processed for single-cell RNA sequencing (scRNA-seq) and spatial transcriptomics (STomics). Data were analyzed to determine cell type compositions, spatial regions, gene expression, signaling interaction networks, activation trajectories, and cell locations. Files included here can be used to reconstruct all analyses of the manuscript, allowing individual users to perform independent queries. Also included is a vignette of all coding steps used in this work, provided as a Markdown file. Scripts and raw data will be available via preprint (to follow).</p>
<p>See README for list of resources in this dataset with descriptions.</p>
Single-cell RNA sequencing data and spatial transcriptomics data from porcine ileum and jejunum may be used to query transcriptional profiles of cell populations and spatial regions, respectively.
Use limitations
Single-cell RNA sequencing and spatial transcriptomics 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/regions. The single-cell RNA sequencing dataset includes cells enriched for lymphocytes and is thus not representative of total cell type proportions in the original tissue.
Temporal Extent Start Date
2020-04-01
Theme
Not specified
Geographic Coverage
Geographic location - description
1920 Dayton Avenue, Ames, Iowa 50010
ISO Topic Category
biota
farming
National Agricultural Library Thesaurus terms
B-lymphocytes; swine; jejunum; ileum; Peyer's patches; immunity; data collection; females; sequence analysis; transcriptomics; data analysis; gene expression; chromium
OMB Bureau Code
005:18 - Agricultural Research Service
OMB Program Code
005:040 - National Research
ARS National Program Number
108
Pending citation
No
Public Access Level
Public
Preferred dataset citation
Wiarda, Jayne E.; Shircliff, Adrienne L.; Stasko, Judith B.; Sivasankaran, Sathesh K.; Ackermann, Mark R.; Loving, Crystal L. (2023). Conserved B cell signaling, activation, and differentiation in porcine jejunal and ileal Peyer's patches despite distinct immune landscapes. Ag Data Commons. https://doi.org/10.15482/USDA.ADC/1529557