A 16S RNA Analysis of Yangzhou Geese with Varying Body Weights: Gut Microbial Difference and Its Correlation with Body Weight Parameters

Animals Pub Date : 2024-07-12 DOI:10.3390/ani14142042
Xinlei Xu, Suyu Fan, Hao Wu, Haoyu Li, Xiaoyu Shan, Mingfeng Wang, Yang Zhang, Qi Xu, Guohong Chen
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Abstract

China is a major goose-raising country, and the geese industry plays a significant role in animal husbandry. Therefore, goose growth performance (body weight) is a critical topic. Goose gut microbiota influences weight gain by regulating its energy metabolism and digestion. Additionally, the impact of cecal microbial community structure on goose growth and development, energy metabolism, and immunity has been examined. However, most studies have used different additives or feeds as variables. Improving the understanding of the dynamic changes in gut microbial communities in geese of different body weights during their growth and development and their correlation with the host’s body weight is necessary. In this study, the cecal microbiota of healthy Yangzhou geese with large (L) and small (S) body weights, all at the same age (70 days old) and under the same feeding conditions, were sequenced using 16S rRNA. The sequencing results were annotated using QIIME2 (classify-sklearn algorithm) software, and the linkET package was used to explore the correlation between intestinal microorganisms and the body weight of the Yangzhou goose (Spearman). At the phylum level, the Firmicutes/Bacteroidetes ratio in the large body weight group was approximately 20% higher than that in the small body weight group, with Bacteroidetes and Firmicutes exhibiting a highly significant negative correlation. At the genus level, Bacteroides constituted the most abundant microbial group in both groups, although the Prevotellaceae_Ga6A1_group exhibited a higher abundance in the large than the small weight group. Spearman correlation analysis and the linkET package were used to analyze the correlation between cecal microflora and production performance indicators that showed significant differences between the two groups and showed that birth weight was significantly positively correlated with Deferribacterota at the phylum level. At the genus level, leg and chest muscle weights exhibited significant positive correlations with Prevotellace-ae_Ga6A1_group, suggesting its critical role in promoting the growth and development of goose leg and chest muscles. A significant negative correlation was observed between [Ruminococ-cus]_torque and Prevotellaceae_Ga6A1_group. These findings offer a crucial theoretical foundation for the study of gastrointestinal microorganisms and provide insights into the development and formulation of poultry probiotics.
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不同体重扬州鹅的 16S RNA 分析:肠道微生物差异及其与体重参数的相关性
中国是养鹅大国,养鹅业在畜牧业中占有重要地位。因此,鹅的生长性能(体重)是一个至关重要的课题。鹅肠道微生物群通过调节鹅的能量代谢和消化来影响鹅的增重。此外,人们还研究了盲肠微生物群落结构对鹅生长发育、能量代谢和免疫的影响。然而,大多数研究都使用不同的添加剂或饲料作为变量。有必要进一步了解不同体重的鹅在生长发育过程中肠道微生物群落的动态变化及其与宿主体重的相关性。本研究使用 16S rRNA 对相同日龄(70 日龄)、相同饲养条件下的健康扬州大鹅(L)和小鹅(S)的盲肠微生物群进行了测序。使用 QIIME2(分类-学习算法)软件对测序结果进行注释,并使用 linkET 软件包探讨肠道微生物与扬州鹅体重的相关性(Spearman)。在门一级,大体重组的固着菌/类杆菌比小体重组高约 20%,类杆菌与固着菌呈极显著负相关。在属的层面上,乳杆菌是两组中数量最多的微生物群,但前螺旋体_Ga6A1_群在大体重组中的数量高于小体重组。利用斯皮尔曼相关分析和 linkET 软件包分析了粪便微生物区系与生产性能指标之间的相关性,结果表明两组之间存在显著差异,在门的水平上,出生体重与去铁细菌群显著正相关。在属的水平上,腿部和胸部肌肉重量与 Prevotellace-ae_Ga6A1_group 呈显著正相关,表明其在促进鹅腿部和胸部肌肉生长发育方面起着关键作用。在[Ruminococ-cus]_力矩与Prevotellaceae_Ga6A1_组之间观察到了明显的负相关。这些发现为研究胃肠道微生物提供了重要的理论基础,并为开发和配制家禽益生菌提供了启示。
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