Altered rumen microbiome and correlations of the metabolome in heat-stressed dairy cows at different growth stages

被引:4
|
作者
Feng, Lei [1 ]
Zhang, Yu [1 ]
Liu, Wei [1 ]
Du, Dewei [1 ]
Jiang, Wenbo [1 ]
Wang, Zihua [1 ]
Li, Ning [1 ]
Hu, Zhiyong [1 ]
机构
[1] Shandong Agr Univ, Coll Anim Sci & Technol, Tai An, Peoples R China
来源
MICROBIOLOGY SPECTRUM | 2023年
关键词
Holstein cows; heat stress; multi-omics; metabolome; growth stage; DEGRADATION; COMMUNITY; ECOLOGY; MODELS; ACID;
D O I
10.1128/spectrum.03312-23
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Heat stress is one of the major stressors affecting dairy cow production, which causes great losses in animal husbandry production and economic development. This study combined 16S rDNA sequencing, metagenomic sequencing, and metabolomic analysis to investigate the effects of heat stress on the rumen microbiome and metabolism of cows. To achieve this, 10 cows each of growing heifers, heifers, and lactating cows were selected for sample collection in April and August (a total of 60 cows). Ruminal fluid was collected, filtered through gauze, and immediately transferred to liquid nitrogen prior to metagenomic, 16S rDNA sequencing, and metabolomic analyses. Heat stress increased the abundance of pathogenic bacteria, such as Treponema_2, Sphingobacterium, and Streptococcus, in cattle at all growth stages, with the structure and composition of rumen microbial communities being the most affected by heat stress in growing heifers and the least affected by heat stress in lactating cows. Heat stress led to a significant decrease in carbohydrate metabolic function in growing heifers and heifers, whereas microbial function was the most stable in lactating cows, suggesting that changes in microbial function are not only more conserved than microbial composition but are also affected by age. Heat stress led to significant enrichment of fatty acyl metabolites in growing heifers, heifers, and lactating cows, and the heat stress indicator species Bacillus, Lactococcus, Streptococcus, and Enterococcus were significantly associated with fatty acyl compounds in growing heifers and heifers. Therefore, heat stress alters the metabolic status of cows by modulating fatty acid biosynthesis, the PPAR signaling pathway, and arachidonic acid metabolism through the regulation of long-chain fatty acids and other biomarkers in cows at three growth stages.IMPORTANCEHeat stress is one of the main causes of economic losses in the dairy industry worldwide; however, the mechanisms associated with the metabolic and microbial changes in heat stress remain unclear. Here, we characterized both the changes in metabolites, rumen microbial communities, and their functional potential indices derived from rumen fluid and serum samples from cows at different growth stages and under different climates. This study highlights that the rumen microbe may be involved in the regulation of lipid metabolism by modulating the fatty acyl metabolites. Under heat stress, the changes in the metabolic status of growing heifers, heifers, and lactating cows were closely related to arachidonic acid metabolism, fatty acid biosynthesis, and energy metabolism. Moreover, this study provides new markers for further research to understand the effects of heat stress on the physiological metabolism of Holstein cows and the time-dependent changes associated with growth stages. Heat stress is one of the main causes of economic losses in the dairy industry worldwide; however, the mechanisms associated with the metabolic and microbial changes in heat stress remain unclear. Here, we characterized both the changes in metabolites, rumen microbial communities, and their functional potential indices derived from rumen fluid and serum samples from cows at different growth stages and under different climates. This study highlights that the rumen microbe may be involved in the regulation of lipid metabolism by modulating the fatty acyl metabolites. Under heat stress, the changes in the metabolic status of growing heifers, heifers, and lactating cows were closely related to arachidonic acid metabolism, fatty acid biosynthesis, and energy metabolism. Moreover, this study provides new markers for further research to understand the effects of heat stress on the physiological metabolism of Holstein cows and the time-dependent changes associated with growth stages.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Combined signature of rumen microbiome and metabolome in dairy cows with different feed intake levels
    Li, Yeqing Q.
    Xi, Yumeng M.
    Wang, Zedong D.
    Zeng, Hanfang F.
    Han, Z. Y.
    JOURNAL OF ANIMAL SCIENCE, 2020, 98 (03)
  • [2] Liver metabolic perturbations of heat-stressed lactating dairy cows
    Fan, Caiyun
    Su, Di
    Tian, He
    Li, Xiaojiao
    Li, Yu
    Ran, Lei
    Hu, Ruiting
    Cheng, Jianbo
    ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES, 2018, 31 (08): : 1244 - 1251
  • [3] Effects of bamboo leaf extract on the production performance, rumen fermentation parameters, and rumen bacterial communities of heat-stressed dairy cows
    Li, Yi
    Fang, Luoyun
    Xue, Fuguang
    Mao, Shengyong
    Xiong, Benhai
    Ma, Zhu
    Jiang, Linshu
    ANIMAL BIOSCIENCE, 2021, 34 (11) : 1784 - 1793
  • [4] Responsive changes of rumen microbiome and metabolome in dairy cows with different susceptibility to subacute ruminal acidosis
    Zhang, Tao
    Mu, Yingyu
    Zhang, Ruiyang
    Xue, Yanfeng
    Guo, Changzheng
    Qi, Wangpan
    Zhang, Jiyou
    Mao, Shengyong
    ANIMAL NUTRITION, 2022, 8 : 331 - 340
  • [5] Effects of different feeding time and frequency on metabolic conditions and milk production in heat-stressed dairy cows
    Calamari, L.
    Petrera, F.
    Stefanini, L.
    Abeni, F.
    INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 2013, 57 (05) : 785 - 796
  • [6] Effects of Different Growth Stages of Amaranth Silage on the Rumen Degradation of Dairy Cows
    Ma, Jian
    Sun, Guoqing
    Shah, Ali Mujtaba
    Fan, Xue
    Li, Shengli
    Yu, Xiong
    ANIMALS, 2019, 9 (10):
  • [7] Effectiveness of cooling interventions on heat-stressed dairy cows based on a mechanistic thermoregulatory model
    Zhou, M.
    Tang, X.
    Xiong, B.
    Koerkamp, P. W. G. Groot
    Aarnink, A. J. A.
    BIOSYSTEMS ENGINEERING, 2024, 244 : 114 - 121
  • [8] Effects of bupleurum extract on the haematological, mineral, and hormonal profiles of heat-stressed dairy cows
    Tan, Lun
    Sun, Xianzhi
    Li, Jingjing
    Wang, Qingfeng
    Zhuo, Zhao
    Li, Yu
    Su, Yanjing
    Fan, Caiyun
    Cheng, Jianbo
    ITALIAN JOURNAL OF ANIMAL SCIENCE, 2023, 22 (01) : 51 - 58
  • [9] Effects of rumen-protected Y-aminobutyric acid on performance and nutrient digestibility in heat-stressed dairy cows
    Cheng, J. B.
    Bu, D. P.
    Wang, J. Q.
    Sun, X. Z.
    Pan, L.
    Zhou, L. Y.
    Liu, W.
    JOURNAL OF DAIRY SCIENCE, 2014, 97 (09) : 5599 - 5607
  • [10] Effects of different feeding time and frequency on metabolic conditions and milk production in heat-stressed dairy cows
    L. Calamari
    F. Petrera
    L. Stefanini
    F. Abeni
    International Journal of Biometeorology, 2013, 57 : 785 - 796