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食品研究与开发:2024,45(8):149-158
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基于HPLC-DAD 指纹图谱结合化学模式识别的红糖产地溯源方法
(1.广西大学轻工与食品工程学院,广西南宁 530004;2.广西壮族自治区产品质量检验研究院,广西南宁 530200)
A Method for Tracing the Origin of Brown Sugar Based on HPLC-DAD Fingerprint Combined with Chemical Pattern Recognition
(1.College of Light Industry and Food Engineering,Guangxi University,Nanning 530004,Guangxi,China;2.Guangxi Zhuang Autonomous Region Testing Institute of Product Quality,Nanning 530200,Guangxi,China)
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投稿时间:2023-04-20    
中文摘要: 红糖作为一种功能食品,近年来需求量不断增长,然而市场上红糖的品质却良莠不齐,且缺乏科学的鉴别和评估方法来确保红糖的品质。该研究以我国5 个红糖主产地(广西、广东、云南、贵州和香港)的55 批红糖作为研究对象,通过构建高效液相色谱-二极管阵列检测器(high-performance liquid chromatography-diode array detector,HPLCDAD)指纹图谱并结合共有模式法、相似度评价法和化学计量学法,建立一种能够准确追溯红糖产地的方法。研究发现,不同产地的红糖既有特有的HPLC-DAD 指纹图谱也有共有的HPLC-DAD 指纹图谱,特有的HPLC-DAD 指纹图谱显示产地特有峰的保留时间具有明显的地域特性,与产地区分密切相关。产地共有指纹图谱共标定出9 个共有峰,指纹图谱的相似度为0.473~0.915,表明虽然存在共有峰但共有峰峰面积存在明显差异(例如广东、广西、云南、贵州和香港地区的S2 号共有峰的平均相对峰面积分别为47.592%、26.873%、814.853%、8.683%和3.111%)。共有峰峰面积的聚类热图显示不同地区的样品存在明显差异。此外,共有峰峰面积的主成分分析发现前3 个主成分对产地区分的贡献率分别为59.9%、17.1%和11.6%,累计贡献率为88.6%,可以作为鉴别红糖产地的特征性指标。
Abstract:In recent years,the demand for brown sugar as a functional food has been continuously increasing.However,the quality of brown sugar in the market varies greatly,and there is a lack of scientific methods for identification and evaluation to ensure its quality.In this study,55 batches of brown sugar from five major production areas in China(Guangxi,Guangdong,Yunnan,Guizhou and Hong Kong)were selected as research objects. A method for tracing the origin of brown sugar was established by using high performance liquid chromatography-diode array detector(HPLC-DAD)fingerprint and combining common pattern method,similarity evaluation method and chemometrics method. This study revealed that brown sugar from different origins had both unique and common HPLC-DAD fingerprints. The unique HPLC-DAD fingerprint patterns displayed distinct regional characteristics in the retention time of specific peaks,closely associated with the geographical origin.A total of 9 common peaks were identified in the common fingerprints obtained from diverse origins,and the similarity of the fingerprint ranged from 0.473 to 0.915. Although common peaks were present,there were obvious differences in the peak areas(e.g.,the average relative peak area of the S2 common peak in Guangdong,Guangxi,Yunnan,Guizhou and Hong Kong were 47.592%,26.873%,814.853%,8.683%,and 3.111%,respectively). The clustering heatmap of the peak areas of the common peaks showed distinct differences among samples from different regions.Furthermore,principal component analysis of the common peak areas revealed that the first three principal components contributed 59.9%,17.1% and 11.6%,respectively,to the distinction of geographical origins,with a cumulative contribution rate of 88.6%.It can be used as a characteristic index to identify the origin of brown sugar.
文章编号:202408021     中图分类号:    文献标志码:
基金项目:国家自然基金地区科学基金项目(32160570);广西重点研发计划(桂科AB21220053);2023 年示范性现代产业学院甘蔗与制糖产业学院子项目(T3050097954)
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