Aligning retention time shifts in HPLC three-dimensional spectra by icoshift approach combined with data arrangement methods and the release of a graphical user interface.

High-performance liquid chromatography coupled with photodiode array detection has been extensively applied in many fields and the peaks among the analyzed samples can be shifted due to the variations of instrumental and experimental conditions. In the multivariate analysis, the retention time alignment is an important pretreatment step. Hence, the shifted peaks in High-performance liquid chromatography coupled with photodiode array detection three-dimensional spectra should be aligned for further analysis. Being motivated by this purpose, the interval correlated shifting method combined with the proposed data arrangement methods are recommended and employed on High-performance liquid chromatography coupled with photodiode array detection data as a demonstration. We validate the alignment performance of the proposed method through comparison the consistency of the retention time before and after alignment. The obtained results demonstrated that the proposed method is capable of successful aligning the employed data. Additionally, the interval correlated shifting method combined with the data arrangement modes is implemented in an easy-to-use graphical user interface environment and so can be operated easily by users not familiar with programming languages. This article is protected by copyright. All rights reserved.

[1]  Hai-Long Wu,et al.  MVC2: A MATLAB graphical interface toolbox for second-order multivariate calibration , 2009 .

[2]  Kássio M. G. Lima,et al.  A colorimetric microwell method using a desktop scanner for biochemical assays. , 2014 .

[3]  L. Duponchel,et al.  Detection of formaldehyde oxidation catalysis by MCR-ALS analysis of multiset ToF-SIMS data in positive and negative modes , 2017 .

[4]  F Savorani,et al.  icoshift: A versatile tool for the rapid alignment of 1D NMR spectra. , 2010, Journal of magnetic resonance.

[5]  Yizeng Liang,et al.  Comparisons of Five Algorithms for Chromatogram Alignment , 2013, Chromatographia.

[6]  Alejandro C. Olivieri,et al.  Exploration of liquid chromatographic-diode array data for Argentinean wines by extended multivariate curve resolution , 2014 .

[7]  Bao Qiong Li,et al.  High-performance liquid chromatography with photodiode array detection and chemometrics method for the analysis of multiple components in the traditional Chinese medicine Shuanghuanglian oral liquid. , 2015, Journal of separation science.

[8]  Roberto Kawakami Harrop Galvão,et al.  A graphical user interface for variable selection employing the Successive Projections Algorithm , 2012 .

[9]  P. Eilers Parametric time warping. , 2004, Analytical chemistry.

[10]  Jing Chen,et al.  An approach to the simultaneous quantitative analysis of metabolites in table wines by (1)H NMR self-constructed three-dimensional spectra. , 2017, Food chemistry.

[11]  Keshav Kumar Anchor assisted warping of the chromatograms: A novel procedure to correct the drifts in the chromatographic peak positions. , 2019, Talanta.

[12]  Keshav Kumar Optimizing the process of reference selection for correlation optimised warping (COW) and interval correlation shifting (icoshift) analysis: automating the chromatographic alignment procedure , 2018 .

[13]  Keshav Kumar Introducing an integral optimised warping (IOW) approach for achieving swift alignment of drifted chromatographic peaks: an optimisation of the correlation optimised warping (COW) technique , 2018 .

[14]  Shao Hua Lu,et al.  An effective approach to quantitative analysis of ternary amino acids in foxtail millet substrate based on terahertz spectroscopy. , 2018, Food chemistry.

[15]  Identification of potential antioxidant compounds in the essential oil of thyme by gas chromatography with mass spectrometry and multivariate calibration techniques. , 2015, Journal of separation science.

[16]  Alejandro C. Olivieri,et al.  MVC1: an integrated MatLab toolbox for first-order multivariate calibration , 2004 .

[17]  Keshav Kumar Discrete wavelet assisted correlation optimised warping of chromatograms: optimizing the computational time for correcting the drifts in peak positions , 2017 .

[18]  Y. Vander Heyden,et al.  Chromatographic separation techniques and data handling methods for herbal fingerprints: a review. , 2011, Analytica chimica acta.

[19]  Yi-Zeng Liang,et al.  Pretreatments of chromatographic fingerprints for quality control of herbal medicines. , 2006, Journal of chromatography. A.

[20]  Bao Qiong Li,et al.  Simultaneous quantitative analysis of three components in mixture samples based on NIR spectra with temperature effect , 2017 .

[21]  A. Smilde,et al.  Dynamic time warping of spectroscopic BATCH data , 2003 .

[22]  H. Yamazaki,et al.  Systematic approach to optimize a pretreatment method for ultrasensitive liquid chromatography with tandem mass spectrometry analysis of multiple target compounds in biological samples. , 2016, Journal of separation science.

[23]  Alejandro C. Olivieri,et al.  MVC3_GUI: A MATLAB graphical user interface for third-order multivariate calibration. An upgrade including new multi-way models , 2018 .

[24]  P. Abeynayake,et al.  Thin-layer Chromatographic Method for Quantification of Sulfonamides in Chicken Meat , 2018, Food Analytical Methods.

[25]  Keshav Kumar,et al.  Chemometric assisted correlation optimized warping of chromatograms: optimizing the computational time for correcting the drifts in chromatographic peak positions , 2018 .

[26]  Xiao Yun Zhang,et al.  An application of wavelet moments to the similarity analysis of three-dimensional fingerprint spectra obtained by high-performance liquid chromatography coupled with diode array detector. , 2014, Food chemistry.

[27]  Hong Lin Zhai,et al.  The application of a Tchebichef moment method to the quantitative analysis of multiple compounds based on three-dimensional HPLC fingerprint spectra. , 2015, The Analyst.

[28]  Romà Tauler,et al.  MCR-ALS GUI 2.0: New features and applications , 2015 .

[29]  Francesco Savorani,et al.  icoshift: An effective tool for the alignment of chromatographic data. , 2011, Journal of chromatography. A.

[30]  Hadi Parastar,et al.  MCRC software: A tool for chemometric analysis of two-way chromatographic data , 2010 .

[31]  Romà Tauler,et al.  A graphical user-friendly interface for MCR-ALS: a new tool for multivariate curve resolution in MATLAB , 2005 .

[32]  L. Buydens,et al.  Alignment of high resolution magic angle spinning magnetic resonance spectra using warping methods. , 2010, Analytica chimica acta.