# Advances in Single-Cell Transcriptomics for Livestock Health

**Authors:** Muhammad Zahoor Khan, Mohamed Tharwat, Abd Ullah, Fuad M. Alzahrani, Khalid J. Alzahrani, Khalaf F. Alsharif, Fahad A. Alshanbari

PMC · DOI: 10.3390/vetsci13020161 · Veterinary Sciences · 2026-02-06

## TL;DR

Single-cell RNA sequencing is helping scientists understand immune responses in livestock, leading to better vaccines and healthier animals.

## Contribution

This review highlights the use of single-cell transcriptomics to map immune systems and improve disease resistance in livestock.

## Key findings

- Cell atlases like the Cattle Cell Atlas reveal species-specific immune cell populations in livestock.
- Single-cell sequencing has clarified how pathogens interact with immune cells in different tissues.
- The technology aids in monoclonal antibody discovery and vaccine design for livestock diseases.

## Abstract

Animals such as cattle, pigs, sheep, and goats are essential for global food security, but infectious diseases threaten their health and productivity. Understanding how these animals fight infections has been difficult because traditional laboratory methods cannot distinguish between the many different types of immune cells working together to protect the body. A new technology allows scientists to examine thousands of individual cells one at a time, revealing the complete diversity of immune cell types and how each respond to disease. This review examines recent progress using this technology across major livestock species. Scientists have created detailed cellular maps of healthy animals and discovered how specific cell types respond to important diseases like mastitis in dairy cows and viral infections in pigs. These findings are helping researchers design better vaccines, identify animals with stronger natural immunity for breeding programs, and develop new treatments. This work ultimately supports healthier animals, more sustainable farming, and safer food for consumers worldwide.

RNA sequencing (scRNA-seq) has emerged as a transformative technology for dissecting cellular heterogeneity and immune complexity in livestock species. This review summarizes recent advances in the application of single-cell transcriptomics to livestock health, with a particular focus on immune system organization and host–pathogen interactions in cattle, pigs, poultry, and small ruminants. We highlight the development of large-scale, multi-tissue cell atlases—such as the Cattle Cell Atlas and resources generated through the Farm Animal Genotype-Tissue Expression (FarmGTEx) consortium—that provide foundational reference frameworks for livestock genomics. These atlases have enabled the identification of tissue- and species-specific immune cell populations, clarified cellular tropism of major bacterial and viral pathogens, and revealed distinctive immunological features, including the prominent role of γδ T cells in ruminant immunity. We discuss how single-cell immune receptor sequencing has advanced monoclonal antibody discovery and informed rational vaccine design. Key technical and analytical challenges, including incomplete genome annotations, tissue processing constraints, and cross-platform data integration, are critically assessed. Finally, we outline future directions integrating spatial transcriptomics and multi-omics approaches to further resolve immune function within tissue contexts. Collectively, these advances position single-cell transcriptomics as a central framework for improving disease resistance, vaccine efficacy, and translational research in livestock health.

## Linked entities

- **Diseases:** mastitis (MONDO:0006849)

## Full-text entities

- **Genes:** IL10 (Interleukin 10 level) [NCBI Gene 103158318], RSAD2 (radical S-adenosyl methionine domain containing 2) [NCBI Gene 396752] {aka CIG6, IRG6, SAND}, DNAH11 (dynein axonemal heavy chain 11) [NCBI Gene 100620543], IL1B (interleukin 1 beta) [NCBI Gene 397122] {aka IL1B1}, IRF7 (interferon regulatory factor 7) [NCBI Gene 100037289], TKTL1 (transketolase like 1) [NCBI Gene 100622411], PPIA (peptidylprolyl isomerase A) [NCBI Gene 397637] {aka CYPA}, SPP1 (secreted phosphoprotein 1) [NCBI Gene 397087] {aka Opn}, SIGLEC1 (sialic acid binding Ig like lectin 1) [NCBI Gene 397623] {aka SA, SIGLEC-1, SN, p210, pSn}, SLAMF7 (SLAM family member 7) [NCBI Gene 57823] {aka 19A, CD319, CRACC, CS1}, C1QC (complement C1q C chain) [NCBI Gene 445460] {aka C1QG}, TBX21 (T-box transcription factor 21) [NCBI Gene 100518804] {aka T-bet}, JUN (Jun proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 396913] {aka C-JUN}, IFIH1 (interferon induced with helicase C domain 1) [NCBI Gene 100101927] {aka MDA5}, TXNIP (thioredoxin interacting protein) [NCBI Gene 733688], IFNG (interferon gamma) [NCBI Gene 396991], FOS (Fos proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 100144486] {aka c-fos}, S100A9 (S100 calcium binding protein A9) [NCBI Gene 100127489], IL17A (interleukin 17A) [NCBI Gene 282863] {aka IL-17, IL17}, SPP1 (secreted phosphoprotein 1) [NCBI Gene 6696] {aka BNSP, BSPI, ETA-1, OPN}, LOC100156073 (myeloid cell nuclear differentiation antigen-like protein) [NCBI Gene 100156073] {aka IFI16}, CD44 (CD44 molecule (IN blood group)) [NCBI Gene 960] {aka CDW44, CSPG8, ECM-III, ECMR-III, H-CAM, HCELL}, GZMB (granzyme B (granzyme 2, cytotoxic T-lymphocyte-associated serine esterase 1)) [NCBI Gene 100233184], PLSCR1 (phospholipid scramblase 1) [NCBI Gene 100620055], CXCL14 (C-X-C motif chemokine ligand 14) [NCBI Gene 9547] {aka BMAC, BRAK, KEC, KS1, MIP-2g, MIP2G}, PRL (prolactin) [NCBI Gene 396965], CD4 (CD4 molecule) [NCBI Gene 407098], IL18 (interleukin 18) [NCBI Gene 397057] {aka IL-18}, HERC5 (HECT and RLD domain containing E3 ubiquitin protein ligase 5) [NCBI Gene 100518083], SELL (selectin L) [NCBI Gene 100127147], CD163 (CD163 molecule) [NCBI Gene 397031], ENTPD1 (ectonucleoside triphosphate diphosphohydrolase 1) [NCBI Gene 397298] {aka ATP-DPH, CD39}, PAEP (progestagen associated endometrial protein) [NCBI Gene 396596] {aka BLG}, TNF (tumor necrosis factor) [NCBI Gene 397086] {aka TNFSF2, TNFa}, LYVE1 (lymphatic vessel endothelial hyaluronan receptor 1) [NCBI Gene 397626] {aka XLKD1}, DHX58 (DExH-box helicase 58) [NCBI Gene 100524520] {aka LGP2}, MARCO (macrophage receptor with collagenous structure) [NCBI Gene 100516298], EGR1 [NCBI Gene 397332], CD274 (CD274 molecule) [NCBI Gene 574058] {aka PDL1}, CD14 [NCBI Gene 100620530], PARP12 (poly(ADP-ribose) polymerase family member 12) [NCBI Gene 100515805], IFI6 [NCBI Gene 100909388], PARP14 (poly(ADP-ribose) polymerase family member 14) [NCBI Gene 100153948], DDX60 (DExD/H-box helicase 60) [NCBI Gene 100158037], IL1R1 (interleukin 1 receptor type 1) [NCBI Gene 100626904], RIGI (RNA sensor RIG-I) [NCBI Gene 396723] {aka DDX58, RHIV-1, RIG-1, RIG-I, RLR-1}
- **Diseases:** Metabolic disorder (MESH:D008659), neurological (MESH:D009461), Mastitis (MESH:D008413), neurological disease (MESH:D020271), lung damage (MESH:D008171), chronic inflammation (MESH:D007249), injury to (MESH:D014947), respiratory disease (MESH:D012140), Influenza infection (MESH:D007251), mitochondrial dysfunction (MESH:D028361), infectious diseases (MESH:D003141), Brucella infection (MESH:D002006), Bacterial Infections (MESH:D001424), Infection (MESH:D007239), DTH (MESH:D006968), cytotoxicity (MESH:D064420), viral diseases (MESH:D014777)
- **Chemicals:** testosterone (MESH:D013739), reactive oxygen species (MESH:D017382), short-chain fatty acid (MESH:D005232), LPS (MESH:D008070), fatty acid (MESH:D005227), retinoic acid (MESH:D014212)
- **Species:** Sus scrofa (pig, species) [taxon 9823], Porcine epidemic diarrhea virus (no rank) [taxon 28295], Ovis aries (domestic sheep, species) [taxon 9940], African swine fever virus (no rank) [taxon 10497], Mus musculus (house mouse, species) [taxon 10090], Escherichia coli (E. coli, species) [taxon 562], Porcine reproductive and respiratory syndrome virus (no rank) [taxon 28344], Gallus gallus (bantam, species) [taxon 9031], Porcine circovirus 2 (no rank) [taxon 85708], Influenza A virus (no rank) [taxon 11320], Capra hircus (domestic goat, species) [taxon 9925], Equus caballus (domestic horse, species) [taxon 9796], Bos taurus (bovine, species) [taxon 9913], Mesomycoplasma ovipneumoniae (species) [taxon 29562], Staphylococcus aureus (species) [taxon 1280], Suidae (boars, family) [taxon 9821], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** E165R

## Full text

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## References

84 references — full list in the complete paper: https://tomesphere.com/paper/PMC12945084/full.md

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Source: https://tomesphere.com/paper/PMC12945084