Song Jiamei, Ma Yuansheng, Zhang Hengwei, Wang Lijun, Zhang Yonggen, Zhang Guangning
College of Animal Science and Technology, Northeast Agricultural University, Harbin 150030, China.
College of Animal Science and Technology, Henan Agricultural University, Zhengzhou 450046, China.
Animals (Basel). 2023 Mar 15;13(6):1062. doi: 10.3390/ani13061062.
This study aimed to determine changes and interactions of ruminal microbiota and chemical parameters in dairy cows fed FTMR. Twelve multiparous Holstein dairy cows (Body weight = 616 ± 13.4 kg; day in milk = 106 ± 7.55 d; and parity = 2.31 ± 0.49; mean ± standard deviation) were divided randomly into two treatments depending on the day in milk, milk production, and parity. The two treatments were: (1) total mixed ration (TMR) and (2) FTMR. Illumina MiSeq sequencing was used to explore the changes in the ruminal microbiota. The results revealed that the bacterial and fungal diversity of the FTMR group were significantly higher than the TMR group. The predominant microbiota phyla in the bacteria and fungi showed significant differences between TMR and FTMR, as follows: ( = 0.03) and ( = 0.01), ( = 0.04) and ( = 0.04). The dominant bacterial genera in the bacteria, fungi, protozoan, and archaea that showed significant differences between TMR and FTMR were Unclassified_ ( = 0.02), Unclassified_RFP12 ( = 0.03), ( = 0.0005), ( = 0.002), ( = 0.007), and ( = 0.01). LefSe analysis was performed to reveal the biomarker genera of the rumen microbiota community (bacteria, fungi, protozoan, and archaea) in the TMR and FTMR were the genera , , , , , and . NH-N concentration ( < 0.0001), total VFA concentration ( = 0.003), and molar proportion in total VFA of acetate ( = 0.01) were higher for the cows fed FTMR compared with the cows fed the TMR. Several bacterial genera showed significant correlations with rumen fermentation parameters. The genus Unclassified_ and were positively correlated with total volatile fatty acids (VFA) and acetate, whereas and showed negative correlations. Meanwhile, propionate was positively correlated with and negatively correlated with . The PICRUSt functional profile prediction indicated that the xenobiotics biodegradation and metabolism, the lipid, amino acid, terpenoids, and polyketides metabolisms of the FTMR group were significantly higher than that of the TMR group. The results imply that FTMR can increase lipid and amino acid metabolism, and modulate the rumen microbiome and improve ruminal fermentation.
本研究旨在确定饲喂全混合发酵日粮(FTMR)的奶牛瘤胃微生物群和化学参数的变化及相互作用。12头经产荷斯坦奶牛(体重=616±13.4千克;产奶天数=106±7.55天;胎次=2.31±0.49;均值±标准差)根据产奶天数、产奶量和胎次随机分为两种处理。两种处理分别为:(1)全混合日粮(TMR)和(2)FTMR。采用Illumina MiSeq测序技术探究瘤胃微生物群的变化。结果显示,FTMR组的细菌和真菌多样性显著高于TMR组。TMR和FTMR之间,细菌和真菌中主要的微生物门类存在显著差异,如下:(P=0.03)和(P=0.01),(P=0.04)和(P=0.04)。TMR和FTMR之间存在显著差异的细菌、真菌、原生动物和古菌中的优势细菌属为未分类的_(P=0.02)、未分类的_RFP12(P=0.03)、(P=0.0005)、(P=0.002)、(P=0.007)和(P=0.01)。进行LefSe分析以揭示TMR和FTMR中瘤胃微生物群落(细菌、真菌、原生动物和古菌)的生物标志物属为、、、、、和。与饲喂TMR的奶牛相比,饲喂FTMR的奶牛的氨态氮浓度(P<0.0001)、总挥发性脂肪酸浓度(P=0.003)以及乙酸在总挥发性脂肪酸中的摩尔比例(P=0.01)更高。几个细菌属与瘤胃发酵参数呈现显著相关性。未分类的_属和与总挥发性脂肪酸(VFA)及乙酸呈正相关,而和呈负相关。同时,丙酸与呈正相关,与呈负相关。PICRUSt功能谱预测表明,FTMR组的外源物质生物降解与代谢、脂质、氨基酸、萜类化合物和聚酮化合物代谢显著高于TMR组。结果表明,FTMR可增加脂质和氨基酸代谢,调节瘤胃微生物群并改善瘤胃发酵。