Liu Jing, Stewart Sydney N, Robinson Kelsy, Yang Qing, Lyu Wentao, Whitmore Melanie A, Zhang Guolong
Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, USA.
Present address: Poultry Production and Product Safety Research Unit, USDA-Agricultural Research Service (ARS), Fayetteville, AR, USA.
J Anim Sci Biotechnol. 2021 Feb 11;12(1):22. doi: 10.1186/s40104-020-00542-2.
Intestinal microbiota plays a key role in nutrient digestion and utilization with a profound impact on feed efficiency of livestock animals. However, the intestinal microbes that are critically involved in feed efficiency remain elusive.
To identify intestinal bacteria associated with residual feed intake (RFI) in chickens, male Cobb broiler chicks were individually housed from day 14 to day 35. Individual RFI values were calculated for 56 chickens. Luminal contents were collected from the ileum, cecum, and cloaca of each animal on day 35. Bacterial DNA was isolated and subjected to 16S rRNA gene sequencing. Intestinal microbiota was classified to the feature level using Deblur and QIIME 2. High and low RFI groups were formed by selecting 15 and 17 chickens with the most extreme RFI values for subsequent LEfSe comparison of the difference in the microbiota. Spearman correlation analysis was further performed to identify correlations between the intestinal microbiota composition and RFI.
No significant difference in evenness, richness, and overall diversity of the microbiota in the ileum, cecum, or cloaca was observed between high and low RFI chickens. However, LEfSe analysis revealed a number of bacterial features being differentially enriched in either high or low RFI chickens. Spearman correlation analysis further identified many differentially enriched bacterial features to be significantly correlated with RFI (P < 0.05). Importantly, not all short-chain fatty acid (SCFA) producers showed a positive association with RFI. While two novel members of Oscillibacter and Butyricicoccus were more abundant in low-RFI, high-efficiency chickens, several other SCFA producers such as Subdoligranulum variabile and two related Peptostreptococcaceae members were negatively associated with feed efficiency. Moreover, a few closely-related Lachnospiraceae family members showed a positive correlation with feed efficiency, while others of the same family displayed an opposite relationship.
Our results highlight the complexity of the intestinal microbiota and a need to differentiate the bacteria to the species, subspecies, and even strain levels in order to reveal their true association with feed efficiency. Identification of RFI-associated bacteria provides important leads to manipulate the intestinal microbiota for improving production efficiency, profitability, and sustainability of poultry production.
肠道微生物群在营养物质的消化和利用中起着关键作用,对家畜的饲料效率有深远影响。然而,与饲料效率密切相关的肠道微生物仍不清楚。
为了鉴定与鸡的剩余采食量(RFI)相关的肠道细菌,雄性科宝肉鸡从第14天到第35天单独饲养。计算了56只鸡的个体RFI值。在第35天从每只动物的回肠、盲肠和泄殖腔收集肠腔内容物。分离细菌DNA并进行16S rRNA基因测序。使用Deblur和QIIME 2将肠道微生物群分类到特征水平。通过选择15只和17只RFI值最极端的鸡形成高RFI组和低RFI组,随后进行LEfSe分析以比较微生物群的差异。进一步进行Spearman相关性分析,以确定肠道微生物群组成与RFI之间的相关性。
高RFI鸡和低RFI鸡在回肠、盲肠或泄殖腔中微生物群的均匀度、丰富度和总体多样性方面没有显著差异。然而,LEfSe分析显示,在高RFI鸡或低RFI鸡中有许多细菌特征差异富集。Spearman相关性分析进一步确定许多差异富集的细菌特征与RFI显著相关(P < 0.05)。重要的是,并非所有短链脂肪酸(SCFA)产生菌都与RFI呈正相关。虽然颤杆菌属和丁酸球菌属的两个新成员在低RFI、高效鸡中更为丰富,但其他一些SCFA产生菌,如可变微单胞菌和两个相关的消化链球菌科成员与饲料效率呈负相关。此外,一些密切相关的毛螺菌科家族成员与饲料效率呈正相关,而同一科的其他成员则呈现相反的关系。
我们的结果突出了肠道微生物群的复杂性,以及需要将细菌区分到物种、亚种甚至菌株水平,以揭示它们与饲料效率的真正关联。鉴定与RFI相关的细菌为操纵肠道微生物群以提高家禽生产的效率、盈利能力和可持续性提供了重要线索。