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一种基于新型傅里叶变换红外光谱(FTIR)的化学计量学方法,用于评估非新鲜藏红花柱头对藏红花的掺伪。

A Novel FTIR-Based Chemometric Solution for the Assessment of Saffron Adulteration with Non-Fresh Stigmas.

机构信息

Department of Physical and Chemical Sciences, University of L'Aquila, Via Vetoio, 67100 Coppito, L'Aquila, Italy.

出版信息

Molecules. 2022 Dec 21;28(1):33. doi: 10.3390/molecules28010033.

Abstract

The development of fast, non-destructive, and green methods with adequate sensitivity for saffron authentication has important implications in the quality control of the entire production chain of this precious spice. In this context, the highly suitable sensitivity of a spectroscopic method coupled with chemometrics was verified. A total number of 334 samples were analyzed using attenuated-total-reflectance Fourier-transform infrared (ATR-FTIR) spectroscopy; the collected spectra were processed by partial-least-squares discriminant analysis (PLS-DA) to evaluate the feasibility of this study for the discrimination between compliant saffron (fresh samples produced in 2020) and saffron samples adulterated with non-fresh stigmas produced in 2018 and 2016. PLS-DA was able to classify the saffron samples in accordance with the aging time and to discriminate fresh samples from the samples adulterated with non-fresh (legally expired) stigmas, achieving 100% of both sensitivity and specificity in external prediction. Moreover, PLS regression was able to predict the adulteration level with sufficient accuracy (the root-mean-square error of prediction was approximately 3-5%). In summary, ATR-FTIR and chemometrics can be employed to highlight the illegal blending of fresh saffron with unsold stocks of expired saffron, which may be a common fraudulent practice not yet considered in the scientific literature.

摘要

发展快速、无损、绿色且具有足够灵敏度的方法,对这种珍贵香料整个生产链的质量控制具有重要意义。在这种情况下,验证了与化学计量学相结合的光谱方法的高度适用性灵敏度。使用衰减全反射傅里叶变换红外(ATR-FTIR)光谱法分析了总共 334 个样本;收集的光谱通过偏最小二乘判别分析(PLS-DA)进行处理,以评估该研究对于区分合规藏红花(2020 年生产的新鲜样品)和用 2018 年和 2016 年生产的非新鲜柱头掺假的藏红花样品的可行性。PLS-DA 能够根据老化时间对藏红花样品进行分类,并将新鲜样品与用非新鲜(合法过期)柱头掺假的样品区分开来,在外部预测中均达到 100%的灵敏度和特异性。此外,PLS 回归能够以足够的精度预测掺假水平(预测均方根误差约为 3-5%)。总之,ATR-FTIR 和化学计量学可用于突出将新鲜藏红花与过期藏红花的未售出库存混合的非法行为,这可能是科学界尚未考虑到的一种常见欺诈行为。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c5f/9821794/28940bc954c5/molecules-28-00033-g001.jpg

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