College of Animal Science and Technology, Southwest University, Chongqing, China.
PLoS One. 2018 Nov 28;13(11):e0208031. doi: 10.1371/journal.pone.0208031. eCollection 2018.
High-grain diets are strongly associated with metabolic disorders in beef steers. Metabolomics can be used to explore the relationship between diet and metabolic changes, but no study has reported rumen and plasma metabolomics profiling associated with increasing dietary corn proportions in the diet of beef steers. Therefore, 12 steers paired according to similar body weights and body condition scores were randomly allocated to one of two diets: a low-corn (28.76%) diet (LCD) with a 40:60 ratio of concentrate to roughage and a high-corn (48.76%) diet (HCD) with a 60:40 ratio of concentrate to roughage. Metabolomics profiling by ultra-high-performance liquid tandem chromatography quadrupole time of flight mass spectrometry (UHPLC-QTOF/MS) showed that steers fed the HCD had increased rumen and plasma carbohydrate metabolites and amino acids, which contributed to the growth of the beef steers. However, the rumen acidity and ruminal and plasma lipopolysaccharide (LPS) concentrations significantly increased with the increase amounts of corn in the diet. In total, 717 rumen metabolites and 386 plasma metabolites were identified. By multivariate analysis, 144 rumen and 56 plasma metabolites were further identified that were significantly different between the two groups (P < 0.05 and variable influence on projection > 1). The differential metabolites in the rumen and plasma were associated with different metabolic pathways, and phenylalanine, tyrosine and tryptophan biosynthesis and phenylalanine metabolism were common key metabolic pathways for the two biofluids. In conclusion, the high-corn diet improved the growth performance of beef steers but decreased the ruminal pH and increased the LPS and harmful metabolites in the rumen and blood, which has implications for the incidence of metabolic diseases. The identified differential metabolites in both the rumen and plasma and the related metabolic pathways may contribute to the exploration of potential biomarkers for high-corn diet-based metabolic diseases.
高谷物日粮强烈影响肉牛的代谢紊乱。代谢组学可用于研究饮食与代谢变化之间的关系,但尚未有研究报道日粮中玉米比例增加与肉牛瘤胃和血浆代谢组特征的关系。因此,本研究选择 12 头体重和体况评分相近的肉牛,随机分为两种日粮:低玉米(28.76%)日粮(LCD),精粗比为 40:60;高玉米(48.76%)日粮(HCD),精粗比为 60:40。利用超高效液相串联四级杆飞行时间质谱(UHPLC-QTOF/MS)进行代谢组学分析,结果表明,饲喂 HCD 的肉牛瘤胃和血浆碳水化合物代谢物和氨基酸增加,有助于肉牛生长。然而,随着日粮中玉米含量的增加,瘤胃酸度以及瘤胃和血浆脂多糖(LPS)浓度显著增加。共鉴定出 717 种瘤胃代谢物和 386 种血浆代谢物。通过多元分析,进一步鉴定出两组间差异显著的 144 种瘤胃代谢物和 56 种血浆代谢物(P < 0.05,投影变量影响 > 1)。瘤胃和血浆中的差异代谢物与不同的代谢途径有关,苯丙氨酸、酪氨酸和色氨酸生物合成以及苯丙氨酸代谢是两种生物流体的共同关键代谢途径。总之,高谷物日粮提高了肉牛的生长性能,但降低了瘤胃 pH 值,增加了瘤胃和血液中的 LPS 和有害代谢物,这可能会导致代谢疾病的发生。瘤胃和血浆中鉴定出的差异代谢物及相关代谢途径可能有助于探索基于高谷物日粮的代谢疾病的潜在生物标志物。