Single-nucleus RNA sequencing reveals cell type-specific responses to heat stress in bovine mammary gland
Xingtan YuiD, Shambhvi, Diego A. Ceballos, Marina M. Ferreira, Alejandra ZapataiD, Nirosh Seneviratne, Sabina PokhareliD, Yifei Fang, Guangsheng LiiD, Francisco A. Leal YepesiD, Joseph W. McFaddeniD, Jingyue Ellie DuaniD
Abstract
BackgroundHeat stress (HS) poses a major challenge to the dairy industry by reducing milk production, yet its cell type-specific effects in the bovine mammary gland remain incompletely defined. In this study, we recorded production traits and collected mammary biopsies from cows under thermoneutral (TN), HS, and pair-fed (PF) conditions. ResultsClinical measurements confirmed HS-induced physiological alterations. Compared with TN cows, HS cows exhibited reduced dry matter intake (DMI), milk yield, and yields of fat, protein, and lactose, along with increased water intake and milk urea nitrogen. The use of PF controls indicated that decreased DMI accounted for 45% of the milk-yield reduction, whereas direct HS effects accounted for the remaining reduction. We applied single-nucleus RNA-seq (snRNA-seq) on mammary biopsies to generate cell-resolved HS responses. We identified 14 distinct cell clusters, including epithelial, immune, and stromal populations. Under the TN condition, casein genes (e.g., CSN1S1, CSN2) were broadly expressed across luminal cells but were attenuated under HS, whereas luminal alveolar cells showed relative upregulation. Heat shock protein genes were strongly induced by HS, primarily in epithelial clusters. Gene-set enrichment analyses revealed increased ribosomal activities across HS-responsive clusters and enrichment of protein folding and metabolic pathways in luminal alveolar cells, suggesting elevated proteostasis demands under stress. Pseudotime analysis positioned luminal cells along a progenitor-to-secretory trajectory under TN, accompanied by increased casein gene expression, whereas under HS, mature luminal cells shifted toward a homeostasis regulatory state. Cell-cell communication analysis demonstrated HS-induced remodeling of interepithelial signaling, including altered ERBB4-mediated signaling from luminal hormone-sensing to alveolar lineages. Finally, transcription factor activity profiling highlighted cell type-specific HS-activated regulators and their downstream target genes. ConclusionsTogether, this cell type-resolved atlas delineates how HS alters bovine mammary epithelial function, developmental state, and intercellular crosstalk. These findings point to proteostasis pressure, disrupted signaling pathways, and rewired regulatory networks as mechanistic contributors to reduced lactational performance under HS, offering insights for improving heat resilience in dairy cattle.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- FWCI
- 3.88
- Field percentile
- top 6%
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Heat stress and recovery induce transcriptomic changes in lactogenic bovine mammary epithelial (MAC-T) cells
Xingtan Yu, Rebecca M. Harman, … Jingyue Ellie Duan·bioRxiv·May 15, 2024
- Analysis of circulating-microRNA expression in lactating Holstein cows under summer heat stress
Jihwan Lee, Soo-Hyun Lee, … Inchul Choi·PLoS ONEPeer-reviewed·Aug 31, 2020
- Food intake dependent and independent effects of heat stress on lactation and mammary gland development
Y. Xiao, J. M. Kronenfeld, B. J. Renquist·bioRxiv·Apr 3, 2020
- Host transcriptome and microbiomeinteractions in Holstein cattle under heatstress condition
Bartosz Czech, Yachun Wang, … Joanna Szyda·Frontiers in MicrobiologyPeer-reviewed·Nov 23, 2022
- Heat Stress Induces Locus-Specific DNA Hypomethylation Linked to Immune Regulation in Lactating Holstein Cows
Gabriel Costa Monteiro Moreira, Alexis Ruíz-González, … Daniel E. Rico·bioRxiv·Mar 26, 2026
- Characterization of a novel heat tolerance trait and subsequent haplotype block-based analysis to identify causal regions in Dutch Holstein cattle
Torsten Pook, Mathijs L. van Pelt, … Birgit Gredler·bioRxiv·May 2, 2025