Weng Yunan, Jin Yaqian, Zhang Wenze, Wang Lihong, Wang Hongrong
Laboratory of Nutrition and Metabolism of Herbivorous Animals, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China.
Institute of Animal Nutrition and Metabolism Regulation, College of Animal Science and Technology, Yangzhou University, Yangzhou, Jiangsu, China.
Microbiol Spectr. 2025 Aug 5;13(8):e0215024. doi: 10.1128/spectrum.02150-24. Epub 2025 Jun 25.
This study investigated the cellular energy metabolite profiles of S1. Glucose concentrations of 5 or 50 mM and the presence or absence of were applied during the cultivation of S1. Results revealed the identification of 51 metabolites categorized into seven types: amino acid derivatives, amino acids, coenzymes and vitamins, nucleotides and their metabolites, organic acids and their derivatives, phosphate sugars, and phosphoric acids. Each group exhibited distinct cellular energy metabolite profiles, as evidenced by principal component analysis showing unique metabolite compositions. Orthogonal projections to latent structures discriminant analysis (OPLS-DA) further distinguished between each pair of groups. KEGG prediction indicated that the abundance and enrichment of metabolites were primarily involved in carbon metabolism, amino acid metabolism, and nucleotide metabolomics. Based on the random forest algorithm, glutamine and UDP-GlcNac were identified as biomarkers under varying glucose conditions and in the presence or absence of . Further analysis reveals that low glucose restricts carbon flux to the Embden-Meyerhof-Parnas (EMP) pathway, while knockout further reduces flux through this pathway. Glucose and CcpA might regulate fructose-1,6-bisphosphate (FBP) concentration to modulate lactate dehydrogenase and pyruvate formate-lyase enzyme activity, thereby influencing the fermentation direction of pyruvate. In low-glucose environments, glutamine serves to alleviate glucose deficiency, and the interaction between glucose and CcpA may mediate the fate of amino acids differently. Low glucose limits guanine synthesis but not adenine, cytosine, or thymine synthesis, while knockout disrupts both synthesis pathways by inhibiting the pentose phosphate pathway (PPP). Overall, this study provides insights into the intricate interplay between glucose concentration, knockout, and cellular energy metabolism in S1.IMPORTANCE S1 plays a pivotal role in lactate production in the rumen, increasing the risk of rumen acidosis. Modulating the fermentation profile of S1 could reduce lactate accumulation, potentially improving rumen health. In this study, knockout decreased fermentation fluid lactate concentration but increased formate concentration. Liquid chromatography tandem mass spectrometry characterized the metabolic activity of S1 under varying glucose concentrations. We found that CcpA regulates central carbon metabolism, including the EMP pathway, gluconeogenesis, and the PPP in S1. Additionally, glucose and CcpA likely influence pyruvate fermentation, directing it toward lactate or formate production by modulating FBP concentrations. These findings underscore the regulatory roles of glucose concentration and CcpA in metabolic pathways, particularly in fermentation and energy metabolism in S1.
本研究调查了S1的细胞能量代谢物谱。在S1培养过程中施加了5或50 mM的葡萄糖浓度以及有无特定物质的条件。结果显示鉴定出51种代谢物,分为七类:氨基酸衍生物、氨基酸、辅酶和维生素、核苷酸及其代谢物、有机酸及其衍生物、磷酸糖和磷酸。通过主成分分析显示独特的代谢物组成,表明每组呈现出不同的细胞能量代谢物谱。正交投影到潜在结构判别分析(OPLS-DA)进一步区分了每组之间的差异。KEGG预测表明,代谢物的丰度和富集主要涉及碳代谢、氨基酸代谢和核苷酸代谢组学。基于随机森林算法,在不同葡萄糖条件下以及有无特定物质的情况下,谷氨酰胺和UDP-GlcNac被鉴定为生物标志物。进一步分析表明,低葡萄糖限制了碳流向糖酵解途径(EMP),而特定物质敲除进一步降低了通过该途径的通量。葡萄糖和CcpA可能调节果糖-1,6-二磷酸(FBP)浓度,以调节乳酸脱氢酶和丙酮酸甲酸裂解酶的活性,从而影响丙酮酸的发酵方向。在低葡萄糖环境中,谷氨酰胺有助于缓解葡萄糖缺乏,并且葡萄糖和CcpA之间的相互作用可能以不同方式介导氨基酸的命运。低葡萄糖限制鸟嘌呤合成但不影响腺嘌呤、胞嘧啶或胸腺嘧啶合成,而特定物质敲除通过抑制磷酸戊糖途径(PPP)破坏两条合成途径。总体而言,本研究深入了解了葡萄糖浓度、特定物质敲除与S1中细胞能量代谢之间的复杂相互作用。重要性:S1在瘤胃乳酸产生中起关键作用,增加了瘤胃酸中毒的风险。调节S1的发酵谱可减少乳酸积累,潜在改善瘤胃健康。在本研究中,特定物质敲除降低了发酵液乳酸浓度但增加了甲酸浓度。液相色谱串联质谱法表征了不同葡萄糖浓度下S1的代谢活性。我们发现CcpA调节S1中的中心碳代谢,包括EMP途径、糖异生和PPP。此外,葡萄糖和CcpA可能影响丙酮酸发酵,通过调节FBP浓度将其导向乳酸或甲酸产生。这些发现强调了葡萄糖浓度和CcpA在代谢途径中的调节作用,特别是在S1的发酵和能量代谢中。