Spice authentication by fully automated chemical analysis with integrated chemometrics

被引:9
作者
Ford, Paul W. [1 ]
Berger, Terry A. [2 ]
Jackoway, Gary [3 ]
机构
[1] McCormick & Co Inc, 204 Wight Ave, Hunt Valley, MD 21031 USA
[2] SFC Solut Inc, 9435 Downing St, Englewood, FL 34224 USA
[3] MIDI Inc, Res & Dev Lab, 125 Sandy Dr, Newark, DE 19713 USA
关键词
Spice authentication; Botanical dietary supplements; Terpene analysis; Pattern recognition software; Automated chemical analysis; IDENTIFICATION;
D O I
10.1016/j.chroma.2022.462889
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Spices had a worldwide market value greater than $20 billion in 2020. The price per kilogram or ton is high for many spices often due to intensive labor and handling requirements in their preparation, with black pepper as one example. Spices are produced in many countries, in plots ranging from fractions of a hectare to multihectare mechanized operations. From harvest through production and to final market package, spices pass through several steps in the supply chain that provide ample opportunity for fraud. Contamination with harmful plant materials, ingredient substitutions, and adulteration in spices are frequently encountered. In addition, spices in specific geographic regions can have distinctive characteristics from the localized growing conditions giving rise to changes in terpene profiles and other flavor components, creating variation in market price based on country of origin. The research reported here details a system for automated chemical analysis of 170 terpenes in spices and other botanicals by gas chromatography (GC), through enhancements to a proven bacterial identification system. The system integrates pattern recognition searches of custom spice databases to identify country of origin of most spices, aiding in the authentication of spices and detection of fraudulent ingredients. (c) 2022 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/ )
引用
收藏
页数:9
相关论文
共 19 条
[1]  
[Anonymous], 1997, OFFICIAL ANALYTICAL, V4th
[2]  
[Anonymous], 2021, MARKETS MARKETS
[3]  
[Anonymous], 2021, EUCLIDEAN DISTANCE
[4]   Study on Commercial Spice and Herb Products Using Next-Generation Sequencing (NGS) [J].
Barbosa, Cristina ;
Nogueira, Sofia ;
Gadanho, Mario ;
Chaves, Sandra .
JOURNAL OF AOAC INTERNATIONAL, 2019, 102 (02) :369-375
[5]   High throughput phospholipid fatty acid analysis of soils [J].
Buyer, Jeffrey S. ;
Sasser, Myron .
APPLIED SOIL ECOLOGY, 2012, 61 :127-130
[6]   Chromatographic Fingerprinting and Food Identity/Quality: Potentials and Challenges [J].
Cuadros-Rodriguez, Luis ;
Ortega-Gavilan, Fidel ;
Martin-Torres, Sandra ;
Arroyo-Cerezo, Alejandra ;
Jimenez-Carvelo, Ana M. .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2021, 69 (48) :14428-14434
[7]   Standardization of chromatographic signals ? Part I: Towards obtaining instrument-agnostic fingerprints in gas chromatography [J].
Cuadros-Rodriguez, Luis ;
Ortega-Gavilan, Fidel ;
Martin-Torres, Sandra ;
Medina-Rodriguez, Santiago ;
Jimenez-Carvelo, Ana M. ;
Gonzalez-Casado, Antonio ;
Gracia Bagur-Gonzalez, M. .
JOURNAL OF CHROMATOGRAPHY A, 2021, 1641
[8]   Thin-layer chromatography in spices analysis [J].
Danciu, Virgil ;
Hosu, Anamaria ;
Cimpoiu, Claudia .
JOURNAL OF LIQUID CHROMATOGRAPHY & RELATED TECHNOLOGIES, 2018, 41 (06) :282-300
[9]  
ETTRE LS, 1964, ANAL CHEM, V36, pA31
[10]   Cinnamon - Differentiation of Four Species by Linking Classical Botany to an Automated Chromatographic Authentication System [J].
Ford, Paul W. ;
Harmon, Alan D. ;
Tucker, Arthur O. ;
Sasser, Myron ;
Jackoway, Gary ;
Albornoz, Gerardo ;
Grypa, Roman D. ;
Pratt, Jonna L. ;
Cardellina, John H., II .
JOURNAL OF AOAC INTERNATIONAL, 2019, 102 (02) :363-368