利用红外光谱和统计方法对玉米丝提取物进行质量控制。

IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Analytical Sciences Pub Date : 2024-12-09 DOI:10.1007/s44211-024-00699-0
Aiko Sano, Yutaka Inoue, Yuji Higuchi, Ken-Ichi Akao, Ryuichiro Suzuki
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引用次数: 0

摘要

玉米丝的水提物表现出糖基化抑制活性。木质素是这些提取物的活性成分。玉米丝营养价值高,具有药用价值,可作为功能性食品和化妆品。然而,为了实现这一目标,有必要对其质量进行评估。由于木质素是一种大分子,可以作为质量控制的标志化合物,因此不能采用高效液相色谱法对玉米丝水提物进行质量控制。本文建立了一种利用衰减全反射(ATR)-傅里叶变换红外(FTIR)光谱以及多元统计分析来评价玉米丝水提物抗糖基化活性的方法。采用主成分回归(PCR)和偏最小二乘回归(PLSR)两种多变量校准来评估其抑制活性。PCR模型的光谱区分别为633.5 ~ 880.3、1191.8 ~ 1359.6、1423.1 ~ 1492.6和2572.6 ~ 2974.7 cm-1。其相关系数(R2 = 0.981)和交叉验证均方根误差(RMSECV = 2.356)具有较高的可预测性。983.5 ~ 985.5和1021.1 ~ 1107.9 cm-1光谱区域是PLSR模型的最佳预测模型。实际值与ftir预测值的相关系数R2为0.994,对应的RMSECV为1.325%。因此,FTIR光谱与多变量校准是评价活性玉米丝水提物的有效方法。
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Quality control of corn silk extract using IR spectroscopy along with statistical methods.

Aqueous extracts of corn silk exhibit glycation-inhibitory activity. Lignin is the active component of these extracts. As corn silk is highly nutritious and has medicinal value, it can be used as a functional food and cosmetics. However, to achieve this goal, it is necessary to evaluate its quality. As lignin, which could be used as a marker compound for quality control, is a macromolecule, HPLC cannot be employed for the quality control of the aqueous extracts of corn silk. We here develop a method to evaluate the anti-glycation activity of the aqueous extracts of corn silk using attenuated total reflectance (ATR)-Fourier transform infrared (FTIR) spectroscopy along with multivariate statistical analysis. The inhibitory activity was evaluated using two multivariate calibrations: principal component regression (PCR) and partial least square regression (PLSR). The spectral areas of the PCR model were 633.5-880.3, 1191.8-1359.6, 1423.1-1492.6, and 2572.6-2974.7 cm-1. Its coefficient of correlation (R2 = 0.981) and root mean square error of cross validation (RMSECV = 2.356) were highly predictable. The spectral regions of 983.5-985.5 and 1021.1-1107.9 cm-1 offered the best prediction models for the PLSR model. The R2 value for the correlation between the actual values and the FTIR-predicted values was 0.994, while the corresponding RMSECV was 1.325%. Hence, FTIR spectroscopy along with multivariate calibration is a useful method for evaluating active corn silk aqueous extracts.

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来源期刊
Analytical Sciences
Analytical Sciences 化学-分析化学
CiteScore
2.90
自引率
18.80%
发文量
232
审稿时长
1 months
期刊介绍: Analytical Sciences is an international journal published monthly by The Japan Society for Analytical Chemistry. The journal publishes papers on all aspects of the theory and practice of analytical sciences, including fundamental and applied, inorganic and organic, wet chemical and instrumental methods. This publication is supported in part by the Grant-in-Aid for Publication of Scientific Research Result of the Japanese Ministry of Education, Culture, Sports, Science and Technology.
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