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中国精品科技期刊2020
范蕊,王文文,魏琳娜,等. 基于宏基因组学分析不同发酵时期新疆沙棘酵素微生物群落结构及功能[J]. 宝威体育平台,2025,46(8):1−9. doi: 10.13386/j.issn1002-0306.2024050247.
引用本文: 范蕊,王文文,魏琳娜,等. 基于宏基因组学分析不同发酵时期新疆沙棘酵素微生物群落结构及功能[J]. 宝威体育平台,2025,46(8):1−9. doi: 10.13386/j.issn1002-0306.2024050247.
FAN Rui, WANG Wenwen, WEI Linna, et al. Metagenomic Analysis of Microbial Community Structure and Functional Profiling during Different Fermentation Stages of Xinjiang Sea Buckthorn Jiaosu[J]. Science and Technology of Food Industry, 2025, 46(8): 1−9. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2024050247.
Citation: FAN Rui, WANG Wenwen, WEI Linna, et al. Metagenomic Analysis of Microbial Community Structure and Functional Profiling during Different Fermentation Stages of Xinjiang Sea Buckthorn Jiaosu[J]. Science and Technology of Food Industry, 2025, 46(8): 1−9. (in Chinese with English abstract). doi: 10.13386/j.issn1002-0306.2024050247.

基于宏基因组学分析不同发酵时期新疆沙棘酵素微生物群落结构及功能

Metagenomic Analysis of Microbial Community Structure and Functional Profiling during Different Fermentation Stages of Xinjiang Sea Buckthorn Jiaosu

  • 摘要: 目的:采用宏基因组学分析技术,对新疆沙棘酵素自然发酵过程中不同时期的微生物群落结构及功能变化进行探究。方法:对沙棘酵素发酵10、20、30、40、50、60 d的样品进行基因组DNA提取、PCR产物扩增及纯化、Illumina PE文库构建及宏基因组测序等程序,分析沙棘酵素发酵过程中微生物群落结构,通过与EggNOG、KEGG、CAZy 3个数据库比对,进行功能基因注释及差异分析。结果:沙棘酵素不同发酵时期微生物丰富多样,共鉴定出48个门、106个纲、222个目、438个科、881个属和1561个种的微生物。发酵前期的优势菌是乳杆菌属(Lactobacillus sp.,33.03%)、库德里阿兹威氏毕赤酵母(Pichia kudriavzevii,89.06%);发酵中期的优势菌是日本葡糖杆菌(Gluconobacter japonicus,40.3%)、库德里阿兹威氏毕赤酵母(Pichia kudriavzevii,71.12%);发酵后期的优势菌是日本葡糖杆菌(Gluconobacter japonicus,35.71%)、近平滑假丝酵母(Candida parapsilosis,66.01%)。发酵前期被注释最多的代谢途径是碳水化合物代谢、氨基酸代谢;参与能量形成与转换的有1628个基因,参与氨基酸代谢的共2654个基因,参与碳水化合物转运与代谢的共2275个基因;发酵中期被注释最多的代谢途径是辅酶因子及维生素代谢,参与翻译、核糖体结构及合成的共2629个基因,参与翻译后修饰、蛋白质翻转的有1692个基因。糖基转移酶、糖苷水解酶是沙棘酵素整个发酵周期中的主要酶。结论:本文阐明了沙棘酵素不同发酵时期样品微生物群落结构及功能差异,为后续全面研究其微生物群落的生态组成和宝威(中国)一站式服务平台变化提供科学依据。

     

    Abstract: Objective: The aim of this study is to investigate the dynamics of microbial community structure and function during the natural fermentation process of sea buckthorn ferment at different stages using metagenomic analysis techniques. Methods: Genomic DNA extraction, PCR amplification, and purification were carried out on samples collected from fermentation process of sea buckthorn ferment at 10, 20, 30, 40d 50, and 60 d. Subsequently, Illumina PE library construction and metagenomic sequencing were performed to analyze the microbial community structure during the fermentation process of sea buckthorn ferment. Functional gene annotation and differential analysis were conducted by comparing with three databases: EggNOG, KEGG and CAZy. Results: The microbial communities exhibited high diversity and abundance throughout the different stages of fermentation process of sea buckthorn ferment. A comprehensive analysis revealed the presence of 48 phyla, 106 classes, 222 orders, 438 families, 881 genera, and 1561 species of microorganisms. Notably, Lactobacillus sp. (33.03%) and Pichia kudriavzevii (89.06%) dominated in the early stage of fermentation.Gluconobacte japonicus (40.3%) and Pichia kudriavzevii (71.12%) were prevalent in the middle stage, while Gluconobacter japonicus (35.71%) and Candida parapsilosis (66.01%) were dominant in the late stage. Prior to fermentation, annotated metabolic pathways primarily involved carbohydrate metabolism and amino acid. Metabolism with a total of 1628 genes related to energy formation and conversion, 2654 genes associated with amino acid metabolism, and 2275 genes involved in carbohydrate transport and metabolism. The most annotated metabolic pathways during the mid-fermentation stage are those related to coenzyme factors and vitamin metabolism, with a total of 2629 genes involved in translation, rRNA structure and synthesis, as well as 1692 genes involved in post-translational modification and protein folding. Throughout the entire fermentation period of sea buckthorn ferment, glycosyltransferase and glycoside hydrolase were the main enzyme in the entire fermentation cycle of sea buckthorn ferment. Conclusion: This study elucidates the variations in microbial community structure and function of sea buckthorn ferment at different fermentation stages, thereby providing a scientific foundation for further comprehensive research on the ecological composition and dynamic changes of its microbial community.

     

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