Sun Hanxue, Xu Wenwu, Gu Tiantian, Sun Jing, Li Chengfeng, Chen Li, Tian Yong, Li Guoqin, Lu Lizhi, Zeng Tao
State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-products; Key Laboratory of Livestock and Poultry Resources (Poultry) Evaluation and Utilization, Ministry of Agriculture and Rural Affairs, Institute of Animal Husbandry and Veterinary Medicine, Zhejiang Academy of Agricultural Sciences, Hangzhou, China.
Institute of Animal Husbandry and Veterinary Medicine, Hubei Academy of Agricultural Sciences, Wuhan, China.
Front Microbiol. 2023 May 12;14:1138914. doi: 10.3389/fmicb.2023.1138914. eCollection 2023.
Residual feed intake (RFI) is a indicator to evaluate animal feed. This experiment was explored to study the relationship between intestinal microbiome and metabolome of ducks with different residual feed intake during laying period.
A total of 300 Shaoxing ducks aged 42 weeks were randomly selected and fed a diet of 60 d. At the end of the trial, 20 samples were selected according to the phenotype of RFI and divided into two groups (HRFI and LRFI). The cecal microbiota composition was explored by 16S ribosomal RNA gene sequencing and rectal metabolomics uses liquid chromatography-mass spectrometry (LC-MS) to identify the composition of metabolites in a non-targeted manner.
Results show feed intake and feed conversion ratio in the group HRFI were significantly higher than those in the group LRFI ( < 0.05). Chao1 indices were higher in the group LRFI than in the HRFI ( < 0.05), Shannon and Simpson indices were higher in the group LRFI than in the HRFI ( < 0.01). After linear discriminant analysis effect size ( < 0.05, LDA score > 3), , , and , etc. were significantly enriched in the group LRFI at the genus level, while and were significantly enriched in the group HRFI. After LC-MS analysis we found 338 metabolic difference products and 10 metabolic pathways, including the ABC transporter system, cysteine and methionine metabolism, arginine and proline metabolism, and vitamin B6 metabolism, were identified to be associated with the significantly differentially expressed between the groups LRFI and HRFI ( < 0.05). We hypothesize that the difference between ducks with different RFIs is mainly due to the fact that ducks with LRFI have more SCFAs-producing bacteria in their gut microorganisms, which regulate the RFI of animals. This process we found that and may provide energy for ABC transporter system by producing SCFAs, and regulate RFI to improve feed utilization efficiency.
These results revealed the relationship between microbiome and metabonomics in laying ducks with different RFI, and provided theoretical basis for further study on the relationship between them.
剩余采食量(RFI)是评估动物饲料的一个指标。本试验旨在研究产蛋期不同剩余采食量的鸭肠道微生物组与代谢组之间的关系。
随机选取300只42周龄的绍兴鸭,饲喂60天。试验结束时,根据RFI表型选取20个样本,分为两组(高剩余采食量组和低剩余采食量组)。通过16S核糖体RNA基因测序探究盲肠微生物群组成,直肠代谢组学采用液相色谱-质谱联用(LC-MS)以非靶向方式鉴定代谢物组成。
结果显示,高剩余采食量组的采食量和饲料转化率显著高于低剩余采食量组(P<0.05)。低剩余采食量组的Chao1指数高于高剩余采食量组(P<0.05),低剩余采食量组的香农指数和辛普森指数高于高剩余采食量组(P<0.01)。经过线性判别分析效应大小(P<0.05,LDA得分>3)后,在属水平上,低剩余采食量组中,等显著富集,而高剩余采食量组中,和显著富集。经过LC-MS分析,我们发现338种代谢差异产物和10条代谢途径,包括ABC转运系统、半胱氨酸和甲硫氨酸代谢、精氨酸和脯氨酸代谢以及维生素B6代谢,被鉴定为与低剩余采食量组和高剩余采食量组之间的显著差异表达相关(P<0.05)。我们推测,不同RFI的鸭之间的差异主要是由于低剩余采食量的鸭在其肠道微生物中有更多产生短链脂肪酸的细菌,这些细菌调节动物的RFI。在此过程中我们发现,和可能通过产生短链脂肪酸为ABC转运系统提供能量,并调节RFI以提高饲料利用效率。
这些结果揭示了不同RFI的产蛋鸭微生物组与代谢组学之间的关系,并为进一步研究它们之间的关系提供了理论依据。