Food Technology Department, Auchi Polytechnic, Auchi 312001, Nigeria.
Nutritional Science/Dietetics Program, Morgan State University, Baltimore, MD 21251, USA.
Int J Environ Res Public Health. 2022 Dec 10;19(24):16621. doi: 10.3390/ijerph192416621.
Fermented foods play an important role in the human diet and particularly so in under-resourced environments where cold preservation is not attainable due to irregular supply of electricity. Fermented foods are reported to support gut health by contributing probiotics. The purpose of this study was to investigate the microbial diversity and metabolic potential of spontaneous millet fermentation. The literature in the field was reviewed and analyses were conducted on publicly available Sequence Read Archive (SRA) datasets. Quality analysis was performed with FastQC, and operational taxonomic units (OTUs) were generated using Quantitative Insights Into Microbial Ecology (QIIME2) and Divisive Amplicon Denoising Algorithm (DADA2) pipelines with Greengenes as the reference database. Metagenomics and pathways analysis were performed with Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt2). Statistical analysis and visualization were accomplished with Statistical Analysis of Metagenomic Profiles (STAMP). At the family taxonomic level, there were differences in the relative abundances of the dominant taxa of bacteria that are involved in the spontaneous fermentation of millet namely , , , , and . was the dominant family in one dataset. The incidence of and suggest the probiotic characteristics of fermented millet. The datasets were collected with fermentations that were mediated by autochthonous microorganisms and the presence of some potential pathogens such as , , , , , and which suggest the need for standardization of fermentation approaches. The genomes show the potential to synthesize metabolites such as essential amino acids and vitamins, suggesting that the respective fermented foods can be further optimized to enhance nutritional benefits.
发酵食品在人类饮食中扮演着重要的角色,特别是在资源匮乏的环境中,由于电力供应不规律,无法进行冷藏。发酵食品被报道通过提供益生菌来支持肠道健康。本研究旨在调查自发小米发酵的微生物多样性和代谢潜力。综述了该领域的文献,并对公开可用的序列读取档案 (SRA) 数据集进行了分析。使用 FastQC 进行质量分析,使用 Quantitative Insights Into Microbial Ecology (QIIME2) 和 Divisive Amplicon Denoising Algorithm (DADA2) 管道以及 Greengenes 作为参考数据库生成操作分类单位 (OTUs)。使用 Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt2) 进行宏基因组学和途径分析。使用 Statistical Analysis of Metagenomic Profiles (STAMP) 进行统计分析和可视化。在科分类水平上,参与自发小米发酵的细菌优势菌群的相对丰度存在差异,分别为 、 、 、 、 。在一个数据集, 是主要的家族。 和 的存在提示发酵小米具有益生菌的特征。这些数据集是通过土著微生物介导的发酵收集的,存在一些潜在的病原体,如 、 、 、 、 和 ,这表明需要标准化发酵方法。基因组显示出合成代谢物的潜力,如必需氨基酸和维生素,这表明各自的发酵食品可以进一步优化以提高营养价值。