• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

动态时间规整与多变量分析相结合用于全面二维气相色谱图的比较:在植物提取物中的应用

Combination of dynamic time warping and multivariate analysis for the comparison of comprehensive two-dimensional gas chromatograms: application to plant extracts.

作者信息

Vial Jérôme, Noçairi Hicham, Sassiat Patrick, Mallipatu Sreedhar, Cognon Guillaume, Thiébaut Didier, Teillet Béatrice, Rutledge Douglas N

机构信息

Laboratoire Environnement et Chimie Analytique, ESPCI ParisTech - CNRS UMR 7121, 10 rue Vauquelin, 75 005 Paris, France.

出版信息

J Chromatogr A. 2009 Apr 3;1216(14):2866-72. doi: 10.1016/j.chroma.2008.09.027. Epub 2008 Sep 13.

DOI:10.1016/j.chroma.2008.09.027
PMID:18834592
Abstract

Comprehensive two-dimensional gas chromatography (GC x GC) is now recognized as the preferred technique for the detailed analysis and characterization of complex mixtures of volatile compounds. However, for comparison purposes, taking into account all the information contained in the chromatogram is far from trivial. In this paper, it is shown that the combination of peak alignment by dynamic time warping and multivariate analysis facilitated the comparison of complex chromatograms of tobacco extracts. The comparison is shown to be efficient enough to provide a clear discrimination among three types of tobacco. A tentative interpretation of loadings is presented in order to give access to the compounds which differ from one sample to another. Once located, mass spectrometry was used to identify markers of tobacco type.

摘要

全二维气相色谱法(GC×GC)现已被公认为是详细分析和表征挥发性化合物复杂混合物的首选技术。然而,出于比较目的,考虑色谱图中包含的所有信息绝非易事。本文表明,动态时间规整峰对齐与多变量分析相结合有助于比较烟草提取物的复杂色谱图。结果表明,这种比较效率足够高,能够清晰地区分三种烟草类型。为了找出不同样品间存在差异的化合物,对载荷进行了初步解释。一旦确定,便使用质谱法来鉴定烟草类型的标志物。

相似文献

1
Combination of dynamic time warping and multivariate analysis for the comparison of comprehensive two-dimensional gas chromatograms: application to plant extracts.动态时间规整与多变量分析相结合用于全面二维气相色谱图的比较:在植物提取物中的应用
J Chromatogr A. 2009 Apr 3;1216(14):2866-72. doi: 10.1016/j.chroma.2008.09.027. Epub 2008 Sep 13.
2
The discriminant pixel approach: a new tool for the rational interpretation of GCxGC-MS chromatograms.判别像素法:GCxGC-MS 色谱图合理解析的新工具。
Talanta. 2011 Jan 30;83(4):1295-301. doi: 10.1016/j.talanta.2010.07.059. Epub 2010 Aug 1.
3
Evaluation of comprehensive two-dimensional gas chromatography - time-of-flight mass spectrometry for the determination of pesticides in tobacco.全二维气相色谱-飞行时间质谱法测定烟草中农药的评估
J Chromatogr A. 2008 Apr 4;1186(1-2):202-10. doi: 10.1016/j.chroma.2008.01.043. Epub 2008 Jan 21.
4
Comparison of one-dimensional and comprehensive two-dimensional separations by gas chromatography.气相色谱法中一维分离与全二维分离的比较。
J Chromatogr A. 2008 Apr 18;1188(1):2-16. doi: 10.1016/j.chroma.2008.02.044. Epub 2008 Feb 16.
5
Application of comprehensive two-dimensional gas chromatography mass spectrometry and different types of data analysis for the investigation of cigarette particulate matter.综合二维气相色谱-质谱联用技术及不同类型数据分析在卷烟颗粒物研究中的应用
J Sep Sci. 2008 Oct;31(19):3366-74. doi: 10.1002/jssc.200800340.
6
A comprehensive two-dimensional retention time alignment algorithm to enhance chemometric analysis of comprehensive two-dimensional separation data.一种用于增强全二维分离数据化学计量学分析的综合二维保留时间校准算法。
Anal Chem. 2005 Dec 1;77(23):7735-43. doi: 10.1021/ac0511142.
7
Model for predicting comprehensive two-dimensional gas chromatography retention times.预测全二维气相色谱保留时间的模型。
J Chromatogr A. 2007 Nov 16;1172(1):72-83. doi: 10.1016/j.chroma.2007.09.058. Epub 2007 Sep 29.
8
A comparison of three algorithms for chromatograms alignment.三种色谱图对齐算法的比较。
J Chromatogr A. 2006 Jun 23;1118(2):199-210. doi: 10.1016/j.chroma.2006.03.114. Epub 2006 Apr 27.
9
Analysis of volatile fractions of Schisandra chinensis (Turcz.) Baill. using GC-MS and chemometric resolution.利用气相色谱-质谱联用(GC-MS)和化学计量学解析法分析五味子(Schisandra chinensis (Turcz.) Baill.)的挥发性成分。
Phytochem Anal. 2003 Jan-Feb;14(1):23-33. doi: 10.1002/pca.674.
10
Comprehensive two-dimensional gas chromatography-mass spectrometry: a review.全二维气相色谱-质谱联用技术:综述
Mass Spectrom Rev. 2008 Mar-Apr;27(2):101-24. doi: 10.1002/mas.20158.

引用本文的文献

1
Bayesian time-aligned factor analysis of paired multivariate time series.配对多变量时间序列的贝叶斯时间对齐因子分析。
J Mach Learn Res. 2021 Jan-Dec;22.
2
Flexible Implementation of the Trilinearity Constraint in Multivariate Curve Resolution Alternating Least Squares (MCR-ALS) of Chromatographic and Other Type of Data.灵活实现色谱和其他类型数据的多变量曲线分辨交替最小二乘法(MCR-ALS)中的三线性关系约束。
Molecules. 2022 Apr 5;27(7):2338. doi: 10.3390/molecules27072338.
3
Automating and Extending Comprehensive Two-Dimensional Gas Chromatography Data Processing by Interfacing Open-Source and Commercial Software.
通过接口开源和商业软件实现全面二维气相色谱数据处理的自动化和扩展。
Anal Chem. 2020 Oct 20;92(20):13953-13960. doi: 10.1021/acs.analchem.0c02844. Epub 2020 Oct 9.
4
Application of dynamic time warping algorithm for pattern similarity of gait.动态时间规整算法在步态模式相似性中的应用。
J Exerc Rehabil. 2019 Aug 28;15(4):526-530. doi: 10.12965/jer.1938384.192. eCollection 2019 Aug.