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采用改进的多尺度峰对齐结合三线性分解方法,通过 HS-SPME-GC/MS 研究藁本-香附中挥发性/热不稳定成分。

A modified multiscale peak alignment method combined with trilinear decomposition to study the volatile/heat-labile components in Ligusticum chuanxiong Hort - Cyperus rotundus rhizomes by HS-SPME-GC/MS.

机构信息

Department of Pharmaceutical Engineering, School of Chemical Engineering, Xiangtan University, Xiangtan 411105, People's Republic of China.

Department of Pharmaceutical Engineering, School of Chemical Engineering, Xiangtan University, Xiangtan 411105, People's Republic of China.

出版信息

J Chromatogr B Analyt Technol Biomed Life Sci. 2018 Mar 15;1079:41-50. doi: 10.1016/j.jchromb.2018.01.040. Epub 2018 Feb 7.

Abstract

Head Space/Solid Phase Micro-Extraction (HS-SPME) coupled with Gas Chromatography/Mass Spectrometer (GC/MS) was used to determine the volatile/heat-labile components in Ligusticum chuanxiong Hort - Cyperus rotundus rhizomes. Facing co-eluting peaks in k samples, a trilinear structure was reconstructed to obtain the second-order advantage. The retention time (RT) shift with multi-channel detection signals for different samples has been vital in maintaining the trilinear structure, thus a modified multiscale peak alignment (mMSPA) method was proposed in this paper. The peak position and peak width of representative ion profile were firstly detected by mMSPA using Continuous Wavelet Transform with Haar wavelet as the mother wavelet (Haar CWT). Then, the raw shift was confirmed by Fast Fourier Transform (FFT) cross correlation calculation. To obtain the optimal shift, Haar CWT was again used to detect the subtle deviations and be amalgamated in calculation. Here, to ensure there is no peaks shape alternation, the alignment was performed in local domains of data matrices, and all data points in the peak zone were moved via linear interpolation in non-peak parts. Finally, chemical components of interest in Ligusticum chuanxiong Hort - Cyperus rotundus rhizomes were analyzed by HS-SPME-GCMS and mMSPA-alternating trilinear decomposition (ATLD) resolution. As a result, the concentration variation between herbs and their pharmaceutical products can provide a scientific basic for the quality standard establishment of traditional Chinese medicines.

摘要

顶空/固相微萃取(HS-SPME)结合气相色谱/质谱(GC/MS)用于测定川芎-香附根茎中的挥发性/热敏成分。对于 k 个样品中的共洗脱峰,构建了三线结构以获得二阶优势。不同样品的多通道检测信号的保留时间(RT)偏移对于保持三线结构至关重要,因此本文提出了一种改进的多尺度峰对齐(mMSPA)方法。使用以 Haar 小波为母小波的连续小波变换(Haar CWT)通过 mMSPA 首先检测代表性离子轮廓的峰位置和峰宽。然后,通过快速傅里叶变换(FFT)互相关计算来确认原始偏移量。为了获得最佳偏移量,再次使用 Haar CWT 检测细微偏差并进行合并计算。在此,为了确保没有峰形状的改变,对齐在数据矩阵的局部域中执行,并且在非峰部分通过线性插值在峰区的所有数据点都进行移动。最后,通过 HS-SPME-GCMS 和 mMSPA 交替三线性分解(ATLD)分辨率分析川芎-香附根茎中的感兴趣的化学成分。结果,草药及其药物产品之间的浓度变化为中药质量标准的建立提供了科学基础。

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