Dai Yijie, Yu Lei, Ao Jintao, Wang Rui
School of Biology and Environmental Engineering, Guiyang University, Guiyang, 550005, China.
Key Laboratory for Critical Degradation Technologies of Pesticide Residues in Superior Agricultural Products, Guiyang University, Guiyang, 550005, China.
Heliyon. 2024 Aug 28;10(17):e36944. doi: 10.1016/j.heliyon.2024.e36944. eCollection 2024 Sep 15.
Daqu is usually produced in an open environment, which makes its quality unstable. The microbial community of Daqu largely determines its quality. Therefore, in order to improve the fermentation characteristics of Daqu, samples were collected from Jinsha County (MT1), Xishui County (MT2), and Maotai Town (MT3) in Guizhou Province to explore the microbial diversity of Daqu and its impact on Daqu's metabolites.Off-target metabolomics was used to detect metabolites, and high-throughput sequencing was used to detect microorganisms. Metabolomics results revealed that MT1 and MT2 had the highest relative fatty acid content, whereas MT3 had the highest organooxygen compound content. Principal component analysis and partial least squares discriminant analysis revealed significant differences in the metabolites among the three groups, followed by the identification of 33 differential metabolites (key metabolites) filtered using the criteria of variable importance in projection >1 and < 0.001. According to the microbiological results, was the dominant bacteria phylum in three samples. was the dominant class in MT1(26.84 %) and MT2(36.54 %), MT3 is (25.66 %). And was the dominant family per the abundance analysis, MTI was 24.32 %, MT2 and MT3 were 33.71 % and 24.40 % respectively. Three samples dominant fungi phylum were , and dominant fungi family were . showed a significant positive connection with various fatty acyls, according to correlation analyses between dominant microorganisms (genus level) and key metabolites. Fatty acyls and showed a positive correlation, but had the reverse relation. These findings offer a theoretical framework for future studies on the impact of metabolites on Baijiu quality during fermentation.
大曲通常在开放环境中生产,这使得其质量不稳定。大曲的微生物群落很大程度上决定了其质量。因此,为了改善大曲的发酵特性,从贵州省金沙县(MT1)、习水县(MT2)和茅台镇(MT3)采集样本,以探究大曲的微生物多样性及其对大曲代谢产物的影响。采用非靶向代谢组学检测代谢产物,高通量测序检测微生物。代谢组学结果显示,MT1和MT2的相对脂肪酸含量最高,而MT3的有机氧化合物含量最高。主成分分析和偏最小二乘判别分析显示三组代谢产物存在显著差异,随后鉴定出33种差异代谢产物(关键代谢产物),这些产物根据投影变量重要性>1和<0.001的标准进行筛选。根据微生物学结果, 是三个样本中的优势细菌门。 是MT1(26.84%)和MT2(36.54%)中的优势纲,MT3中的优势纲是 (25.66%)。根据丰度分析,优势科是 ,MT1为24.32%,MT2和MT3分别为33.71%和24.40%。三个样本的优势真菌门是 ,优势真菌科是 。根据优势微生物(属水平)与关键代谢产物之间的相关性分析, 与各种脂肪酰基呈显著正相关。脂肪酰基与 呈正相关,但 呈相反关系。这些发现为未来研究代谢产物在发酵过程中对白酒质量的影响提供了理论框架。