Literature DB >> 26374564

Use of fuzzy chromatography mass spectrometric (FCMS) fingerprinting and chemometric analysis for differentiation of whole-grain and refined wheat (T. aestivum) flour.

Ping Geng1, Mengliang Zhang1, James M Harnly1, Devanand L Luthria1, Pei Chen2.   

Abstract

A fuzzy chromatography mass spectrometric (FCMS) fingerprinting method combined with chemometric analysis has been established for rapid discrimination of whole-grain flour (WF) from refined wheat flour (RF). Bran, germ, endosperm, and WF from three local cultivars or purchased from a grocery store were studied. The state of refinement (whole vs. refined) of wheat flour was differentiated successfully by use of principal-components analysis (PCA) and soft independent modeling of class analogy (SIMCA), despite potential confounding introduced by wheat class (red vs. white; hard vs. soft) or resources (different brands). Twelve discriminatory variables were putatively identified. Among these, dihexoside, trihexoside, apigenin glycosides, and citric acid had the highest peak intensity for germ. Variable line plots indicated phospholipids were more abundant in endosperm. Samples of RF and WF from three cultivars (Hard Red, Hard White, and Soft White) were physically mixed to furnish 20, 40, 60, and 80 % WF of each cultivar. SIMCA was able to discriminate between 100 %, 80 %, 60 %, 40 %, and 20 % WF and 100 % RF. Partial least-squares (PLS) regression was used for prediction of RF-to-WF ratios in the mixed samples. When PLS models were used the relative prediction errors for RF-to-WF ratios were less than 6 %. Graphical Abstract Workflow of targeting discriminatory compounds by use of FCMS and chemometric analysis.

Entities:  

Keywords:  Flavonoids; PCA; PLS; Phospholipids; SIMCA; UHPLC

Mesh:

Year:  2015        PMID: 26374564     DOI: 10.1007/s00216-015-9007-5

Source DB:  PubMed          Journal:  Anal Bioanal Chem        ISSN: 1618-2642            Impact factor:   4.142


  2 in total

1.  Comprehensive characterization of C-glycosyl flavones in wheat (Triticum aestivum L.) germ using UPLC-PDA-ESI/HRMSn and mass defect filtering.

Authors:  Ping Geng; Jianghao Sun; Mengliang Zhang; Xingnuo Li; James M Harnly; Pei Chen
Journal:  J Mass Spectrom       Date:  2016-10       Impact factor: 1.982

2.  Phenolic Profiling of Flax Highlights Contrasting Patterns in Winter and Spring Varieties.

Authors:  Job Tchoumtchoua; David Mathiron; Nicole Pontarin; David Gagneul; Anne-Isaline van Bohemen; Elvis Otogo N'nang; François Mesnard; Emmanuel Petit; Jean-Xavier Fontaine; Roland Molinié; Anthony Quéro
Journal:  Molecules       Date:  2019-11-26       Impact factor: 4.411

  2 in total

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