Royal Veterinary College, Hatfield, AL9 7TA Hertfordshire, United Kingdom.
Royal Veterinary College, Hatfield, AL9 7TA Hertfordshire, United Kingdom.
J Dairy Sci. 2021 Mar;104(3):3596-3616. doi: 10.3168/jds.2020-19165. Epub 2021 Jan 15.
Homeorhetic mechanisms assist dairy cows in the transition from pregnancy to lactation. Less successful cows develop severe negative energy balance (NEB), placing them at risk of metabolic and infectious diseases and reduced fertility. We have previously placed multiparous Holstein Friesian cows from 4 herds into metabolic clusters, using as biomarkers measurements of plasma nonesterified fatty acids, β-hydroxybutyrate, glucose and IGF-1 collected at 14 and 35 d in milk (DIM). This study characterized the global transcriptomic profiles of liver and circulating leukocytes from the same animals to determine underlying mechanisms associated with their metabolic and immune function. Liver biopsy and whole-blood samples were collected around 14 DIM for RNA sequencing. All cows with available RNA sequencing data were placed into balanced (BAL, n = 44), intermediate (n = 44), or imbalanced (IMBAL, n = 19) metabolic cluster groups. Differential gene expression was compared between the 3 groups using ANOVA, but only the comparison between BAL and IMBAL cows is reported. Pathway analysis was undertaken using DAVID Bioinformatic Resources (https://david.ncifcrf.gov/). Milk yields did not differ between BAL and IMBAL cows but dry matter intake was less in IMBAL cows and they were in greater energy deficit at 14 DIM (-4.48 v -11.70 MJ/d for BAL and IMBAL cows). Significantly differentially expressed pathways in hepatic tissue included AMPK signaling, glucagon signaling, adipocytokine signaling, and insulin resistance. Genes involved in lipid metabolism and cholesterol transport were more highly expressed in IMBAL cows but IGF1 and IGFALS were downregulated. Leukocytes from BAL cows had greater expression of histones and genes involved in nucleosomes and cell division. Leukocyte expression of heat shock proteins increased in IMBAL cows, suggesting an unfolded protein response, and several key genes involved in immune responses to pathogens were upregulated (e.g., DEFB13, HP, OAS1Z, PTX3, and TLR4). Differentially expressed genes upregulated in IMBAL cows in both tissues included CD36, CPT1, KFL11, and PDK4, all central regulators of energy metabolism. The IMBAL cows therefore had greater difficulty maintaining glucose homeostasis and had dysregulated hepatic lipid metabolism. Their energy deficit was associated with a reduced capacity for cell division and greater evidence of stress responses in the leukocyte population, likely contributing to an increased risk of infectious disease.
同源调节机制帮助奶牛在妊娠到泌乳期之间进行转换。不太成功的奶牛会发展出严重的负能量平衡(NEB),使它们面临代谢和传染病以及生育能力下降的风险。我们之前曾将来自 4 个牛群的经产荷斯坦弗里森奶牛,根据在泌乳第 14 天(DIM)和第 35 天(DIM)收集的血浆非酯化脂肪酸、β-羟丁酸、葡萄糖和 IGF-1 的测量值,将其分为代谢群。本研究对同一动物的肝脏和循环白细胞的全转录组谱进行了特征描述,以确定与代谢和免疫功能相关的潜在机制。在大约 14 DIM 时采集肝活检和全血样本进行 RNA 测序。所有具有可用 RNA 测序数据的奶牛均被分为平衡(BAL,n=44)、中间(n=44)或不平衡(IMBAL,n=19)代谢群。使用 ANOVA 比较 3 组之间的差异基因表达,但仅报告 BAL 和 IMBAL 奶牛之间的比较。使用 DAVID 生物信息学资源(https://david.ncifcrf.gov/)进行途径分析。BAL 和 IMBAL 奶牛的产奶量没有差异,但 IMBAL 奶牛的干物质摄入量较少,在 14 DIM 时能量亏损更大(BAL 和 IMBAL 奶牛分别为-4.48 和-11.70 MJ/d)。肝组织中差异表达的显著途径包括 AMPK 信号、胰高血糖素信号、脂肪细胞因子信号和胰岛素抵抗。在 IMBAL 奶牛中,与脂质代谢和胆固醇转运相关的基因表达更高,但 IGF1 和 IGFALS 下调。BAL 奶牛白细胞中组蛋白和参与核小体和细胞分裂的基因表达增加。在 IMBAL 奶牛中,热休克蛋白的白细胞表达增加,表明存在未折叠蛋白反应,并且几个参与病原体免疫反应的关键基因上调(例如,DEFB13、HP、OAS1Z、PTX3 和 TLR4)。在两种组织中上调的 IMBAL 奶牛差异表达基因包括 CD36、CPT1、KFL11 和 PDK4,它们都是能量代谢的中央调节因子。因此,IMBAL 奶牛在维持葡萄糖稳态方面遇到了更大的困难,并且肝脏脂质代谢失调。它们的能量不足与细胞分裂能力降低有关,并在白细胞群中出现更大的应激反应证据,这可能导致传染病风险增加。