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

IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Mingxun Li, Zhiwei Wang, Liangying Zhu, Yangyang Wang, Lei Zhang, Haoran Jia, Zhangping Yang, Niel A Karrow, Yongjiang Mao
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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 PIP (18:1), 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.

综合血液转录组学和代谢组学分析揭示了荷斯坦奶牛天然耐热性的生物标志物。
热应激对奶牛的生产力构成重大威胁,特别是高产荷斯坦奶牛。为了确定耐热性的生物标志物,我们采用了一种综合策略,结合生理表型、血液代谢物谱和转录组分析。在夏季自然高温条件下,对120头泌乳荷斯坦奶牛进行直肠温度、呼吸频率、唾液分泌指数、血清HSP70、皮质醇、钾水平和产奶量的评估。通过基于熵的TOPSIS (Order Preference Technique of Similarity to Ideal Solution)模型对这7个指标进行加权,对耐热性(HR)和热敏性(HS)个体进行分类。随后的转录组学分析发现330个差异表达基因(DEG),在HR奶牛中PDGFRA上调,TIMP3和CCL5下调,表明炎症和细胞外基质应激减少。非靶向代谢组学揭示了220种差异表达的代谢物,HR奶牛表现出较低水平的抗炎化合物,如6-姜辣素和PIP(18:1),而炎性脂质水平较高。两种血浆代谢物3-甲氧基酪胺和(3Z)-光敏色素对耐热性表现出较强的判别能力(曲线下面积>0.88)。多组学整合发现了411个在热相关通路中富集的显著基因代谢物相关性,包括鞘脂信号和花生四烯酸代谢。鉴定的生物标记物证明了它们对耐热奶牛的快速、无创筛选的实用性。这些发现为热适应性的分子机制提供了新的见解,并为生物标志物辅助选择在气候适应性奶牛育种中提供了基础。
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来源期刊
Journal of Dairy Science
Journal of Dairy Science 农林科学-奶制品与动物科学
CiteScore
7.90
自引率
17.10%
发文量
784
审稿时长
4.2 months
期刊介绍: The official journal of the American Dairy Science Association®, Journal of Dairy Science® (JDS) is the leading peer-reviewed general dairy research journal in the world. JDS readers represent education, industry, and government agencies in more than 70 countries with interests in biochemistry, breeding, economics, engineering, environment, food science, genetics, microbiology, nutrition, pathology, physiology, processing, public health, quality assurance, and sanitation.
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