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中国精品科技期刊2020
葛英亮,王艺臻,仲瑞文,等. 基于Illumina PE300高通量测序的传统与工业化生产东北豆酱微生物群落分析[J]. 食品工业科技,2026,47(2):1−10. doi: 10.13386/j.issn1002-0306.2025020027.
引用本文: 葛英亮,王艺臻,仲瑞文,等. 基于Illumina PE300高通量测序的传统与工业化生产东北豆酱微生物群落分析[J]. 食品工业科技,2026,47(2):1−10. doi: 10.13386/j.issn1002-0306.2025020027.
GE Yingliang, WANG Yizhen, ZHONG Ruiwen, et al. Microbial Community Analysis of Northeast Soybean Paste Produced Traditionally and Commercially Based on Illumina PE300 High-throughput Sequencing[J]. Science and Technology of Food Industry, 2026, 47(2): 1−10. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2025020027.
Citation: GE Yingliang, WANG Yizhen, ZHONG Ruiwen, et al. Microbial Community Analysis of Northeast Soybean Paste Produced Traditionally and Commercially Based on Illumina PE300 High-throughput Sequencing[J]. Science and Technology of Food Industry, 2026, 47(2): 1−10. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2025020027.

基于Illumina PE300高通量测序的传统与工业化生产东北豆酱微生物群落分析

Microbial Community Analysis of Northeast Soybean Paste Produced Traditionally and Commercially Based on Illumina PE300 High-throughput Sequencing

  • 摘要: 为掌握传统与工业化生产东北豆酱中微生物差异,获取风险微生物信息,研究采用Illumina PE300技术对传统与工业化生产东北豆酱中细菌16S rDNA序列V3~V4区(338F/806R)和真菌ITS序列1区(ITS1F/ITS2R)扩增测序,进行生物信息学分析。研究发现:传统工艺生产豆酱中,乳杆菌属(Lactobacillus)、四链球菌属(Tetragenococcus)和芽孢杆菌属(Bacillus)等属的细菌及曲霉属(Aspergillus青霉属(Penicillium)、念珠菌属(Candida)和丝孢菌属(Trichosporon)等属的真菌丰度较高,其中存在肠杆菌(Enterobacteriaceae)和葡萄球菌(Staphylococcus)等潜在风险微生物,不同家庭生产豆酱中高丰度的明串珠菌属(Leuconostoc)等细菌和梗孢酵母属(Sterigmatomyces)、镰刀菌属(Fusarium)等真菌丰度存在明显差异。工业化生产豆酱中高丰度细菌为乳杆菌属(Lactobacillus)、真菌为曲霉属(Aspergillus),群落构成简单,在微生物群落组成和代谢功能等方面与传统工艺生产豆酱相比上存在的差异明显。经PICRUSt2功能预测分析知:传统工艺生产豆酱在糖酵解、糖异生、甘油酸代谢、有机酸的转化、蛋白质的磷酸化、嘌呤代谢、乙醛酸循环等功能丰度占优,工业化生产豆酱中在蛋白质降解和氨基酸代谢功能方面具有较高的丰度,揭示了传统工艺生产豆酱风味更佳,而工业化生产豆酱风味更稳定且生产周期短的原因。采用自建风险菌16S rDNA全长基因数据库比对发现:工业化生产豆酱的生物安全性更好,传统工艺生产豆酱可能存在更多的风险菌如:创伤弧菌(Vibrio vulnificus金黄色葡萄球菌(Staphylococcus aureus)、产气荚膜梭菌(Clostridium perfringens)等,揭示传统豆酱发酵过程中可能存在厌氧环境控制不足、原料污染或加工环节卫生缺陷导致产毒菌株增殖风险,工业化生产工艺在控制潜在风险菌方面具有显著优势。本研究为优化豆酱生产工艺、提高产品质量和保障食品安全提供了科学依据。

     

    Abstract: To understand the microbial differences in traditional and industrial production of Northeast soybean paste and identify potential risk microorganisms, this study analyzed the microbial communities in Northeast soybean paste that are produced traditionally and commercially. The bacterial 16S rDNA V3~V4 region (338F/806R) and fungal ITS1 region (ITS1F/ITS2R) were amplified and sequenced using Illumina PE300 sequencer followed by bioinformatics analysis. The results revealed that in the traditionally produced soybean paste, the abundance of bacteria such as Lactobacillus, Tetragenococcus, and Bacillus, and fungi such as Aspergillus, Penicillium, Candida, and Trichosporon were relatively high. Among these, potential risk microorganisms such as Enterobacteriaceae and Staphylococcus were present. There were significant differences in the abundance of high-abundance bacteria like Leuconostoc and fungi like Sterigmatomyces and Fusarium between different soybean pastes that are family-produced. In commercially produced soybean paste, the high-abundance bacteria were Lactobacillus, while the predominant fungus was Aspergillus, albeit with a less diverse microbiota. The differences in microbial community and metabolic functions between traditional and commercial production processes were evident. Functional prediction analysis using PICRUSt2 revealed that traditional soybean paste had higher gene expressions in functions related to glycolysis, gluconeogenesis, glycerol metabolism, organic acid conversion, protein phosphorylation, purine metabolism, and acetaldehyde acid cycle. In contrast, commercial soybean pastes showed higher expressions in protein degradation and amino acid metabolism, which explains why traditional soybean paste has a better flavor, while industrial soybean paste has more stable flavor and shorter production cycle. Comparison with a self-constructed full-length 16S rDNA gene database of pathogens revealed that the biosafety of commercially produced soybean paste is better, while traditional soybean paste may contain more pathogens such as Vibrio vulnificus, Staphylococcus aureus, and Clostridium perfringens. This indicates that during the fermentation of traditional soybean paste, there may be a risk of insufficient control for anaerobic environment, raw material, or hygiene level in the processing stages, leading to the proliferation of toxin-producing strains. Commercial production have a significant advantage in controlling potential risk bacteria. This study provides scientific evidence for optimizing soybean paste production processes, improving product quality, and ensuring food safety.

     

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