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Journal of Zhejiang University SCIENCE B

ISSN 1673-1581(Print), 1862-1783(Online), Monthly

Manufacturer identification and storage time determination of “Dong’e Ejiao” using near infrared spectroscopy and chemometrics

Abstract: We have developed a set of chemometric methods to address two critical issues in quality control of a precious traditional Chinese medicine (TCM), Dong’e Ejiao (DEEJ). Based on near infrared (NIR) spectra of multiple samples, the genuine manufacturer of DEEJ, e.g. Dong’e Ejiao Co., Ltd., was accurately identified among 21 suppliers by the fingerprint method using Hotelling T2, distance to Model X (DModX), and similarity match value (SMV) as discriminate criteria. Soft independent modeling of the class analogy algorithm led to a misjudgment ratio of 6.2%, suggesting that the fingerprint method is more suitable for manufacturer identification. For another important feature related to clinical efficacy of DEEJ, storage time, the partial least squares-discriminant analysis (PLS-DA) method was applied with a satisfactory misjudgment ratio (15.6%) and individual prediction error around 1 year. Our results demonstrate that NIR spectra comprehensively reflect the essential quality information of DEEJ, and with the aid of proper chemometric algorithms, it is able to identify genuine manufacturer and determine accurate storage time. The overall results indicate the promising potential of NIR spectroscopy as an effective quality control tool for DEEJ and other precious TCM products.

Key words: Dong’e Ejiao, Near infrared spectroscopy, Manufacturer identification, Storage time identification, Quality control

Chinese Summary  <25> åŸºäºŽè¿‘红外光谱技术的东阿阿胶生产厂家和存放时间鉴定方法研究

目的:对东阿阿胶的生产厂家和存放时间进行鉴定,为东阿阿胶的å“牌ä¿æŠ¤å’Œè´¨é‡æŽ§åˆ¶æ供技术手段。
创新点:首次报é“采用近红外光谱指纹图谱技术和相关的化学计é‡å­¦æ–¹æ³•å¯¹ä¸œé˜¿é˜¿èƒ¶è¿›è¡Œè´¨é‡æŽ§åˆ¶ã€‚
方法:收集有代表性的阿胶样å“,其中包括æ¥è‡ªä¸åŒåŽ‚家的阿胶ã€é»„明胶ã€é¾Ÿç”²èƒ¶ã€é¹¿è§’胶样å“188份和æ¥è‡ªä¸œé˜¿é˜¿èƒ¶è‚¡ä»½æœ‰é™å…¬å¸2005~2012年间生产的阿胶,æ¯å¹´30批,共计240份东阿阿胶样å“。采集样å“光谱,采用Hotelling T2ã€DModX和相似度匹é…值等统计é‡ä½œä¸ºåˆ¤æ–­æ ‡å‡†ï¼Œè¿›è¡Œä¸œé˜¿é˜¿èƒ¶å“牌的鉴定;采用å最å°äºŒä¹˜åˆ¤åˆ«åˆ†æžï¼ˆPLS-DA)方法进行东阿阿胶存放年é™çš„判别分æžã€‚
结论:所建立的方法å¯æœ‰æ•ˆåŒºåˆ†ä¸œé˜¿é˜¿èƒ¶ä¸Žé»„明胶ã€é¾Ÿç”²èƒ¶ã€é¹¿è§’胶ã€ä»¥åŠå…¶ä»–å“牌的阿胶,å¯ç”¨äºŽä¸œé˜¿é˜¿èƒ¶çš„å“牌ä¿æŠ¤ï¼›åˆ©ç”¨PLS-DAå¯å¯¹ä¸åŒå­˜æ”¾å¹´é™çš„东阿阿胶进行判别分æžï¼Œç»“果令人满æ„。

关键è¯ç»„:东阿阿胶;近红外光谱;生产厂家鉴定;存放时间鉴定;质é‡æŽ§åˆ¶


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DOI:

10.1631/jzus.B1500186

CLC number:

R917

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On-line Access:

2016-05-04

Received:

2015-08-03

Revision Accepted:

2015-12-27

Crosschecked:

2016-04-15

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