• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

乳酸菌发酵蓝莓汁产胞外多糖的研究:优化、发酵特性及可见-近红外光谱模型

Investigation on the exopolysaccharide production from blueberry juice fermented with lactic acid bacteria: Optimization, fermentation characteristics and Vis-NIR spectral model.

作者信息

Yang Suqun, Tao Yang, Maimaiti Xiayidan, Su Wei, Liu Xiaoli, Zhou Jianzhong, Fan Linlin

机构信息

Institute of Agro-product Processing, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China.

College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China.

出版信息

Food Chem. 2024 Sep 15;452:139589. doi: 10.1016/j.foodchem.2024.139589. Epub 2024 May 10.

DOI:10.1016/j.foodchem.2024.139589
PMID:38744130
Abstract

The exopolysaccharide production from blueberry juice fermented were investigated. The highest exopolysaccharide yield of 2.2 ± 0.1 g/L (increase by 32.5 %) was reached under the conditions of temperature 26.5 °C, pH 5.5, inoculated quantity 5.4 %, and glucose addition 9.1 % using the artificial neural network and genetic algorithm. Under the optimal conditions, the viable cell counts and total acids were increased by 2.0 log CFU/mL and 1.6 times, respectively, while the content of phenolics and anthocyanin was decreased by 9.26 % and 7.86 %, respectively. The changes of these components affected the exopolysaccharide biosynthesis. The absorption bands of -OH and -CH associated with the main functional groups of exopolysaccharide were detected by Visible near-infrared spectroscopy. The prediction model based on spectrum results was constructed. Competitive adaptive reweighted sampling and the random forest were used to enhance the model's prediction performance with the value of R = 0.936 and R = 0.835, indicating a good predictability of exopolysaccharides content during fermentation.

摘要

对蓝莓汁发酵产生胞外多糖的情况进行了研究。使用人工神经网络和遗传算法,在温度26.5℃、pH值5.5、接种量5.4%和葡萄糖添加量9.1%的条件下,胞外多糖产量达到最高,为2.2±0.1 g/L(提高了32.5%)。在最佳条件下,活菌数和总酸分别增加了2.0 log CFU/mL和1.6倍,而酚类和花青素含量分别降低了9.26%和7.86%。这些成分的变化影响了胞外多糖的生物合成。通过可见近红外光谱检测了与胞外多糖主要官能团相关的-OH和-CH吸收带。构建了基于光谱结果的预测模型。采用竞争自适应重加权采样和随机森林来提高模型的预测性能,R值分别为0.936和0.835,表明发酵过程中胞外多糖含量具有良好的可预测性。

相似文献

1
Investigation on the exopolysaccharide production from blueberry juice fermented with lactic acid bacteria: Optimization, fermentation characteristics and Vis-NIR spectral model.乳酸菌发酵蓝莓汁产胞外多糖的研究:优化、发酵特性及可见-近红外光谱模型
Food Chem. 2024 Sep 15;452:139589. doi: 10.1016/j.foodchem.2024.139589. Epub 2024 May 10.
2
Probiotics-fermented blueberry juices as potential antidiabetic product: antioxidant, antimicrobial and antidiabetic potentials.益生菌发酵蓝莓汁作为潜在的抗糖尿病产品:抗氧化、抗菌和抗糖尿病潜力。
J Sci Food Agric. 2021 Aug 15;101(10):4420-4427. doi: 10.1002/jsfa.11083. Epub 2021 Jan 27.
3
Fermentation of blueberry juices using autochthonous lactic acid bacteria isolated from fruit environment: Fermentation characteristics and evolution of phenolic profiles.采用果实环境中分离的土著乳酸菌发酵蓝莓汁:发酵特性和酚类物质图谱的演变。
Chemosphere. 2021 Aug;276:130090. doi: 10.1016/j.chemosphere.2021.130090. Epub 2021 Mar 4.
4
Fermentation of blueberry and blackberry juices using Lactobacillus plantarum, Streptococcus thermophilus and Bifidobacterium bifidum: Growth of probiotics, metabolism of phenolics, antioxidant capacity in vitro and sensory evaluation.采用植物乳杆菌、嗜热链球菌和两歧双歧杆菌发酵蓝莓和黑莓汁:益生菌的生长、酚类物质的代谢、体外抗氧化能力和感官评价。
Food Chem. 2021 Jun 30;348:129083. doi: 10.1016/j.foodchem.2021.129083. Epub 2021 Jan 14.
5
Variation of bitter components of the asparagus juices during lactic acid bacteria fermentation.芦笋汁在乳酸菌发酵过程中苦味成分的变化。
Biosci Biotechnol Biochem. 2021 Oct 21;85(11):2300-2310. doi: 10.1093/bbb/zbab158.
6
Probiotic-fermented blueberry juice prevents obesity and hyperglycemia in high fat diet-fed mice in association with modulating the gut microbiota.益生菌发酵蓝莓汁可预防高脂饮食喂养的小鼠肥胖和高血糖,其作用与调节肠道微生物群有关。
Food Funct. 2020 Oct 21;11(10):9192-9207. doi: 10.1039/d0fo00334d.
7
Non-volatile and volatile compound changes in blueberry juice inoculated with different lactic acid bacteria strains.接种不同乳酸菌菌株的蓝莓汁中挥发性和非挥发性化合物的变化
J Sci Food Agric. 2024 Mar 30;104(5):2587-2596. doi: 10.1002/jsfa.13142. Epub 2023 Dec 28.
8
Blackberry Juice Fermented with Two Consortia of Lactic Acid Bacteria and Isolated Whey: Physicochemical and Antioxidant Properties during Storage.黑莓汁与两种乳酸菌和分离乳清发酵:贮藏过程中的理化特性和抗氧化活性。
Int J Mol Sci. 2024 Aug 15;25(16):8882. doi: 10.3390/ijms25168882.
9
Lactic acid bacteria fermentation improves physicochemical properties, bioactivity, and metabolic profiles of Opuntia ficus-indica fruit juice.乳酸菌发酵改善了仙人掌果实汁的理化性质、生物活性和代谢谱。
Food Chem. 2024 Sep 30;453:139646. doi: 10.1016/j.foodchem.2024.139646. Epub 2024 May 16.
10
Biotransformation of phenolic profiles and improvement of antioxidant capacities in jujube juice by select lactic acid bacteria.选择乳酸菌对枣汁中酚类物质的转化及抗氧化能力的改善。
Food Chem. 2021 Mar 1;339:127859. doi: 10.1016/j.foodchem.2020.127859. Epub 2020 Aug 17.

引用本文的文献

1
AI-enhanced bioprocess technologies: machine learning implementations from upstream to downstream operations.人工智能增强的生物工艺技术:从上游到下游操作的机器学习应用
World J Microbiol Biotechnol. 2025 Jul 28;41(8):278. doi: 10.1007/s11274-025-04494-5.
2
The Role of Inactivation Methods in Shaping Postbiotic Composition and Modulating Bioactivity: A Review.灭活方法在塑造后生元组成和调节生物活性中的作用:综述
Foods. 2025 Jul 2;14(13):2358. doi: 10.3390/foods14132358.
3
Biotransformation of Phenolic Acids in Foods: Pathways, Key Enzymes, and Technological Applications.
食品中酚酸的生物转化:途径、关键酶及技术应用
Foods. 2025 Jun 23;14(13):2187. doi: 10.3390/foods14132187.