食品科学 ›› 2026, Vol. 47 ›› Issue (7): 119-129.doi: 10.7506/spkx1002-6630-20250928-228

• 生物工程 • 上一篇    下一篇

基于主成分分析和熵权TOPSIS筛选预防“三高”潜力的功能性乳酸菌

杨小龙,黄玉军,王凯,胡浩,黄洁,王妍霖,瓦云超,瞿恒贤,杨仁琴,印伯星,顾瑞霞   

  1. (1.扬州大学食品科学与工程学院,益生菌与乳品深加工省高校重点实验室,江苏 扬州 225127;2.扬州市扬大康源乳业有限公司,江苏 扬州 225111)
  • 出版日期:2026-04-15 发布日期:2026-05-08
  • 基金资助:
    “十四五”国家重点研发计划重点专项(2022YFD2101503);四川省科技计划“揭榜挂帅”项目(2023YFN0101); 四川省科技成果转移转化示范项目(2024ZHCG0078); 扬州市-扬州大学市校合作共建科技创新平台项目(YZ2020265); 扬州大学-扬州市扬大康源乳业有限公司合作项目

Screening of Lactobacilli Strains for Their Potential for Preventing Hyperglycemia, Hyperlipidemia, and Hypertension Based on Principal Component Analysis and Entropy-Weighted TOPSIS

YANG Xiaolong, HUANG Yujun, WANG Kai, HU Hao, HUANG Jie, WANG Yanlin, WA Yunchao, QU Hengxian, YANG Renqin, YIN Boxing, GU Ruixia   

  1. (1. Key Laboratory of Probiotics and Deep Processing of Dairy Products, School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China; 2. Yangzhou Yangda Kangyuan Dairy Co. Ltd., Yangzhou 225111, China)
  • Online:2026-04-15 Published:2026-05-08

摘要: 从76 株乳酸菌中筛选出20 株具有良好耐酸耐胆盐特性的菌株,测定了其α-淀粉酶抑制能力、α-葡萄糖苷酶抑制能力、胰脂肪酶抑制能力、血管紧张素转化酶抑制能力和抗氧化能力,进一步利用主成分分析和熵权TOPSIS筛选获得两株具有最强抗“三高”潜力的乳酸菌:植物乳植杆菌L.P 06和副干酪乳酪杆菌L.Pc 02。其中,L.P 06具有最高的主成分分析评分(1.126)和熵权TOPSIS评分(0.796)。L.P 06的α-淀粉酶抑制率和α-葡萄糖苷酶抑制率分别为59.02%和95.33%,胰脂肪酶抑制率为77.71%,血管紧张素转化酶抑制率为89.86%,1,1-二苯基-2-三硝基苯肼自由基的清除率为83.77%,羟自由基清除率为83.02%,总抗氧化能力为7.159 mmol/L。此外,L.P 06和L.Pc 02良好的益生菌特性,具有开发为功能食品的应用潜力。本研究利用熵权TOPSIS与主成分分析法相互验证,避免单一评价方法的局限性,能够更精准有效地筛选出具有预防“三高”潜力的功能乳酸菌,研究结果为功能乳酸菌的开发提供新的评价筛选方法,同时也为“三高”等代谢疾病的预防提供新策略。

关键词: 乳酸菌筛选;降血糖;降血脂;主成分分析;熵权TOPSIS

Abstract: This study aimed to screen for functional lactic acid bacteria (LAB) with the potential to prevent hyperglycemia, hyperlipidemia, and hypertension (collectively termed the “three highs”). Totally 20 strains with high acid and bile salt tolerance were selected from 76 LAB isolates. These strains were then evaluated for their inhibitory activities against α-glucosidase, α-amylase, pancreatic lipase, and angiotensin-converting enzyme (ACE), as well as their antioxidant capacity. Principal component analysis (PCA) and entropy-weighted TOPSIS were used to identify the two most promising strains against the “three high”: Lactiplantibacillus plantarum L.P 06 and Lacticaseibacillus paracasei L.Pc 02. Among the 20 strains, L.P 06 achieved the highest PCA score (1.126) and entropy-weighted TOPSIS score (0.796). L.P 06 inhibited 59.02% of α-amylase activity, 95.33% of α-glucosidase activity, 77.71% of pancreatic lipase activity, and 89.86% of ACE. It scavenged 83.77% of 1,1-diphenyl-2-picrylhydrazyl radical and 83.02% of hydroxyl radical, and its total antioxidant capacity was 7.159 mmol/L. Furthermore, both L.P 06 and L.Pc 02 exhibited excellent probiotic properties, suggesting their potential for development as functional food ingredients. Combining entropy-weighted TOPSIS with PCA overcomes the limitations of their single use, enabling more accurate and efficient screening of functional LAB with the potential to prevent the “three high”. These results offer a new strategy for tackling these metabolic disorders and contribute to the development of novel functional lactic acid bacteria.

Key words: lactic acid bacteria screening; hypoglycemic effects; hypolipidemic effects; principal component analysis; entropy-weighted TOPSIS

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