Laboratory of Feed Technology, Animal Science Department, Faculty of Animal and Agricultural Sciences, Universitas Diponegoro, Indonesia.
Laboratory of Animal Nutrition and Feed Science, Animal Science Department, Faculty of Animal and Agricultural Sciences, Universitas Diponegoro, Indonesia.
Biomed Res Int. 2022 Sep 9;2022:3659052. doi: 10.1155/2022/3659052. eCollection 2022.
There is significant difference in milk production of highland and coastal regions in Indonesia of which the latter is critically low. The recent studies indicate a possibility of improving the milk yield and quality by manipulating the gut microbiota, for which profiling and abundance of gut microbiota in these divergent regions need to be addressed. The present study was the first of its kind to explore the dairy cattle gut microbiota diversity, abundance, and functional annotation of the two divergent Indonesian regions, the highland and coastal regions, by shotgun metagenomic approach. Unfavorable environmental conditions such as type of forage grass in coastal regions and high temperature remain a limiting factor; however, the improvement through manipulating the gut microbiota was not considered until recently to improve the quality and quantity of coastal region dairy cattle. The application of recent advance technologies can help achieve this goal on sustainable basis. The results show Bacteroidetes in higher abundance in coastal region (FPP) than in highland (Salatiga) while Firmicutes were higher in Salatiga. Furthermore, a collective physiology of the community was found by annotating the sequences against KEGG, eggNOG, and CAZy databases. To identify the role in pathways, an mPATH analysis was performed to have insight into the microbiota community in different metabolic pathways. The identified targets can be used as prebiotic and/or probiotic to improve the average milk yield of coastal region dairy cattle by manipulating the dairy feed with desired microbes.
印度尼西亚高原和沿海地区的牛奶产量存在显著差异,后者的牛奶产量非常低。最近的研究表明,通过操纵肠道微生物群,可以提高牛奶产量和质量,为此需要解决这些不同地区的肠道微生物群的特征和丰度。本研究首次通过 shotgun 宏基因组方法探索了两种不同的印度尼西亚地区(高原和沿海地区)的奶牛肠道微生物多样性、丰度和功能注释。沿海地区的牧草类型和高温等不利的环境条件仍然是一个限制因素;然而,直到最近才考虑通过操纵肠道微生物群来提高沿海地区奶牛的质量和数量。应用最新的先进技术可以帮助在可持续的基础上实现这一目标。研究结果表明,沿海地区(棉兰)的拟杆菌门(Bacteroidetes)丰度高于高原地区(沙拉迪加)(Salatiga),而厚壁菌门(Firmicutes)在沙拉迪加的丰度较高。此外,通过将序列注释到 KEGG、eggNOG 和 CAZy 数据库中,对群落进行了集体生理学分析。为了确定在途径中的作用,进行了 mPATH 分析,以深入了解不同代谢途径中的微生物群落。鉴定出的靶标可用于通过操纵奶牛饲料用所需的微生物来提高沿海地区奶牛的平均产奶量,作为益生元和/或益生菌使用。