Integrative blood transcriptomic and metabolomic profiling reveals biomarkers of natural heat tolerance in Holstein cows

Heat stress poses a major threat to dairy cattle productivity, particularly in high-producing Holstein cows. To identify robust biomarkers of thermotolerance, we employed an integrative strategy combining physiological phenotyping, blood metabolite profiling, and transcriptomic analysis. A total of 120 lactating Holstein cows were evaluated under natural summer heat conditions using rectal temperature, respiratory rate, salivation index, serum HSP70, cortisol, potassium levels, and milk production. These 7 indicators were weighted via an entropy-based Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) model to classify heat-resistant (HR) and heat-sensitive (HS) individuals. Subsequent transcriptomic analysis identified 330 differentially expressed genes (DEG), with PDGFRA upregulated and TIMP3 and CCL5 downregulated in HR cows, suggesting reduced inflammation and extracellular matrix stress. Untargeted metabolomics revealed 220 differentially expressed metabolites, with HR cows exhibiting lower levels of anti-inflammatory compounds such as 6-gingerol and phosphatidylinositol phosphate (PIP [18:1 (11Z)/6-keto-PGF1α]), and higher levels of inflammatory lipids. Two plasma metabolites, 3-methoxytyramine and (3Z)-phytochromobilin, showed strong discriminative power for thermotolerance (area under the curve >0.88). Multi-omics integration uncovered 411 significant gene-metabolite correlations enriched in heat-related pathways, including sphingolipid signaling and arachidonic acid metabolism. The identified biomarkers demonstrated their utility for rapid, noninvasive screening of heat-tolerant cows. These findings provide novel insights into the molecular mechanisms of heat resilience and offer a foundation for biomarker-assisted selection in climate-resilient dairy breeding.

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Publication Details

Journal
Journal of Dairy Science
Published
2025-09-04
DOI
https://doi.org/10.3168/jds.2025-26997
Citations
2
Primary Topic
Effects of Environmental Stressors on Livestock
Type
article
Field-Weighted Citation Impact
2.39

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article

Integrative blood transcriptomic and metabolomic profiling reveals biomarkers of natural heat tolerance in Holstein cows

Niel A. Karrow, Mingxun Li, Leilei Zhu, Lei Zhang et al.
2 citations
Journal of Dairy Science
Effects of Environmental Stressors on Livestock
2.39
article

Integrative blood transcriptomic and metabolomic profiling reveals biomarkers of natural heat tolerance in Holstein cows

Niel A. Karrow, Mingxun Li, Leilei Zhu, Lei Zhang, Yangyang Wang, Zhiwei Wang, Haoran Jia, Yongjiang Mao, Zhangping Yang
article en
2 citations

Abstract

Heat stress poses a major threat to dairy cattle productivity, particularly in high-producing Holstein cows. To identify robust biomarkers of thermotolerance, we employed an integrative strategy combining physiological phenotyping, blood metabolite profiling, and transcriptomic analysis. A total of 120 lactating Holstein cows were evaluated under natural summer heat conditions using rectal temperature, respiratory rate, salivation index, serum HSP70, cortisol, potassium levels, and milk production. These 7 indicators were weighted via an entropy-based Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) model to classify heat-resistant (HR) and heat-sensitive (HS) individuals. Subsequent transcriptomic analysis identified 330 differentially expressed genes (DEG), with PDGFRA upregulated and TIMP3 and CCL5 downregulated in HR cows, suggesting reduced inflammation and extracellular matrix stress. Untargeted metabolomics revealed 220 differentially expressed metabolites, with HR cows exhibiting lower levels of anti-inflammatory compounds such as 6-gingerol and phosphatidylinositol phosphate (PIP [18:1 (11Z)/6-keto-PGF1α]), and higher levels of inflammatory lipids. Two plasma metabolites, 3-methoxytyramine and (3Z)-phytochromobilin, showed strong discriminative power for thermotolerance (area under the curve >0.88). Multi-omics integration uncovered 411 significant gene-metabolite correlations enriched in heat-related pathways, including sphingolipid signaling and arachidonic acid metabolism. The identified biomarkers demonstrated their utility for rapid, noninvasive screening of heat-tolerant cows. These findings provide novel insights into the molecular mechanisms of heat resilience and offer a foundation for biomarker-assisted selection in climate-resilient dairy breeding.

Journal of Dairy ScienceVol. 108(11)
University of Guelph (CA)
National Natural Science Foundation of China, Natural Science Foundation of Jiangsu Province, National Key Research and Development Program of China
Openalex Percentile: Top 11%
Effects of Environmental Stressors on Livestock
2.39
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