ArticleFrontiers in genetics2021
Reference Transcriptomes of Porcine Peripheral Immune Cells Created Through Bulk and Single-Cell RNA Sequencing.
Article in Frontiers in genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.
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Who cites it
47 citing papers in PubMed, 94 citations in OpenAlex.
- Single-cell landscape of piglet lung response withVirulence · 2026Article
- A single-cell profile of the porcine immune repertoire: concurrent profiling of T cell receptor and B cell receptor V(D)J sequences in health.Advanced biotechnology · 2026Article
- A single-cell atlas of porcine hematopoietic development.Nature communications · 2026Article
- Article
- Advances in Single-Cell Transcriptomics for Livestock Health.Veterinary sciences · 2026Review
- Construction of a Multitissue Cell Atlas Reveals Cell-Type-Specific Regulation of Molecular and Complex Phenotypes in Pigs.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- A single-cell immune atlas of primary and secondary lymphoid organs in pigs.Frontiers in immunology · 2026Article
- Dendritic-cell diversity in equine blood revealed by single-cell transcriptomics.Discovery immunology · 2026Article
- Rescue of naïve porcine circovirus type 3 and its pathogenesis in CD pigs.Journal of virology · 2025Article
- Single-cell analysis of pig lung leukocytes and their response to influenza infection and oseltamivir therapy.Journal of immunology (Baltimore, Md. : 1950) · 2025Article
- Porcine Peripheral Blood Mononuclear Cells (PBMCs): Methods of Isolation, Cryopreservation, and Translational Applications in Human Studies.Journal of clinical medicine · 2025Review
- Single-cell RNA sequencing characterization of Holstein cattle blood and milk immune cells during a chronic Staphylococcus aureus mastitis infection.Scientific reports · 2025Article
- Unraveling porcine dendritic-cell diversity: welcome tDC and DC3.Frontiers in immunology · 2025Article
- Proliferation makes a substantive contribution to the maintenance of airway resident memory T-cell subsets in young pigs.Discovery immunology · 2025Article
- Development of a deep learning-based 1D convolutional neural network model for cross-species natural killer T cell identification using peripheral blood mononuclear cell single-cell RNA sequencing data.Veterinary world · 2024Article
- Insights from the 2023 International Veterinary Immunology Symposium: global perspectives at Kruger National Park.Veterinary research · 2024Article
- Choline-deficient, high-fat diet-induced MASH in Göttingen Minipigs: characterization and effects of a chow reversal period.American journal of physiology. Gastrointestinal and liver physiology · 2024Article
- Advances in single-cell transcriptomics in animal research.Journal of animal science and biotechnology · 2024Review
- Pathogen stimulations and immune cells synergistically affect the gene expression profile characteristics of porcine peripheral blood mononuclear cells.BMC genomics · 2024Article
- Single-cell analysis reveals lasting immunological consequences of influenza infection and respiratory immunization in the pig lung.PLoS pathogens · 2024Article
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Authors and funding
10 authors at 6 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Pigs are a valuable human biomedical model and an important protein source supporting global food security. The transcriptomes of peripheral blood immune cells in pigs were defined at the bulk cell-type and single cell levels. First, eight cell types were isolated in bulk from peripheral blood mononuclear cells (PBMCs) by cell sorting, representing Myeloid, NK cells and specific populations of T and B-cells. Transcriptomes for each bulk population of cells were generated by RNA-seq with 10,974 expressed genes detected. Pairwise comparisons between cell types revealed specific expression, while enrichment analysis identified 1,885 to 3,591 significantly enriched genes across all 8 cell types. Gene Ontology analysis for the top 25% of significantly enriched genes (SEG) showed high enrichment of biological processes related to the nature of each cell type. Comparison of gene expression indicated highly significant correlations between pig cells and corresponding human PBMC bulk RNA-seq data available in Haemopedia. Second, higher resolution of distinct cell populations was obtained by single-cell RNA-sequencing (scRNA-seq) of PBMC. Seven PBMC samples were partitioned and sequenced that produced 28,810 single cell transcriptomes distributed across 36 clusters and classified into 13 general cell types including plasmacytoid dendritic cells (DC), conventional DCs, monocytes, B-cell, conventional CD4 and CD8 αβ T-cells, NK cells, and γδ T-cells. Signature gene sets from the human Haemopedia data were assessed for relative enrichment in genes expressed in pig cells and integration of pig scRNA-seq with a public human scRNA-seq dataset provided further validation for similarity between human and pig data. The sorted porcine bulk RNAseq dataset informed classification of scRNA-seq PBMC populations; specifically, an integration of the datasets showed that the pig bulk RNAseq data helped define the CD4CD8 double-positive T-cell populations in the scRNA-seq data. Overall, the data provides deep and well-validated transcriptomic data from sorted PBMC populations and the first single-cell transcriptomic data for porcine PBMCs. This resource will be invaluable for annotation of pig genes controlling immunogenetic traits as part of the porcine Functional Annotation of Animal Genomes (FAANG) project, as well as further study of, and development of new reagents for, porcine immunology.
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