Literature DB >> 29438837

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.

Min He1, Pan Yan2, Zhi-Yu Yang2, Zhi-Min Zhang3, Tian-Biao Yang2, Liang Hong2.   

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.
Copyright © 2018 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  ATLD; Alignment; Ligusticum chuanxiong Hort - Cyperus rotundus rhizomes; SPME-GCMS; mMSPA

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Year:  2018        PMID: 29438837     DOI: 10.1016/j.jchromb.2018.01.040

Source DB:  PubMed          Journal:  J Chromatogr B Analyt Technol Biomed Life Sci        ISSN: 1570-0232            Impact factor:   3.205


  4 in total

1.  Study on the Discrimination between Citri Reticulatae Pericarpium Varieties Based on HS-SPME-GC-MS Combined with Multivariate Statistical Analyses.

Authors:  Yuying Zheng; Xuan Zeng; Wei Peng; Zhong Wu; Weiwei Su
Journal:  Molecules       Date:  2018-05-22       Impact factor: 4.411

2.  Exploring the Potential Mechanism of Chuanxiong Rhizoma Treatment for Migraine Based on Systems Pharmacology.

Authors:  Xianhua Wen; Yuncheng Gu; Beili Chen; Feipeng Gong; Wenting Wu; Hengli Tong; Qianfeng Gong; Songhong Yang; Lingyun Zhong; Xuping Liu
Journal:  Evid Based Complement Alternat Med       Date:  2021-12-28       Impact factor: 2.629

3.  Restoring trilinearity with the purpose of advanced modeling: towards a more effective analysis of Pericarpium Citri Reticulatae during storage periods.

Authors:  Yaping Li; Qing Cao; Min He; Xinyue Yang; Pingping Zeng; Weiguo Cao
Journal:  Heliyon       Date:  2022-03-18

Review 4.  How to identify "Material basis-Quality markers" more accurately in Chinese herbal medicines from modern chromatography-mass spectrometry data-sets: Opportunities and challenges of chemometric tools.

Authors:  Min He; Yu Zhou
Journal:  Chin Herb Med       Date:  2020-08-06
  4 in total

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