title: Microbiome-metabolome analysis reveals unhealthy alterations in the composition and metabolism of ruminal microbiota with increasing dietary grain in a goat model.
abstract: Currently, knowledge about the impact of high-grain (HG) feeding on rumen microbiota and metabolome is limited. In this study, a combination of the 454 pyrosequencing strategy and the mass spectrometry-based metabolomics technique was applied to investigate the effects of increased dietary grain (0%, 25% and 50% maize grain) on changes in whole ruminal microbiota and their metabolites using goat as a ruminant model. We observed a significant influence of HG feeding in shaping the ruminal bacterial community structure, diversity and composition, with an overall dominance of bacteria of the phylum Firmicutes along with a low abundance of Bacteriodetes in the HG group. High-grain feeding increased the number of ciliate and methanogens, and decreased the density of anaerobic fungi and the richness of the archaeal community. The metabolomics analysis revealed that HG feeding increased the levels of several toxic, inflammatory and unnatural compounds, including endotoxin, tryptamine, tyramine, histamine and phenylacetate. Correlation analysis on the combined datasets revealed some potential relationships between ruminal metabolites and certain microbial species. Information about these relationships may prove useful in either direct (therapeutic) or indirect (dietary) interventions for ruminal disorders due to microbial compositional shifts, such as ruminal acidosis.
authors.affiliation: Laboratory of Gastrointestinal Microbiology, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China.
authors.forename: Sheng-Yong
authors.initials: SY
authors.lastname: Mao
authors.affiliation: Laboratory of Gastrointestinal Microbiology, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China.
authors.forename: Wen-Jie
authors.initials: WJ
authors.lastname: Huo
authors.affiliation: Laboratory of Gastrointestinal Microbiology, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China.
authors.forename: Wei-Yun
authors.initials: WY
authors.lastname: Zhu
mesh_terms: D000138:Acidosis; D000818:Animals; D001105:Archaea / Q000302:isolation & purification; D001419:Bacteria / Q000302:isolation & purification; D016798:Ciliophora / Q000302:isolation & purification; D004032:Diet; D002523:Edible Grain / Q000378:metabolism*; D005658:Fungi / Q000302:isolation & purification; D000069196:Gastrointestinal Microbiome / Q000502:physiology*; D006041:Goats / Q000382:microbiology*; D055442:Metabolome / Q000502:physiology*; D055432:Metabolomics; D012417:Rumen / Q000382:microbiology*; D003313:Zea mays / Q000378:metabolism