Non-Targeted and Targeted Raman Imaging Detection of Chemical Contaminants in Food Powders

被引:2
|
作者
Qin, Jianwei [1 ]
Kim, Moon S. [1 ]
Chao, Kuanglin [1 ]
Dhakal, Sagar [1 ]
Cho, Byoung-Kwan [2 ]
机构
[1] USDA ARS, Environm Microbial & Food Safety Lab, BARC East, Bldg 303,10300 Baltimore Ave, Beltsville, MD 20705 USA
[2] Chungnam Natl Univ, Coll Agr & Life Sci, Dept Biosyst Machinery Engn, 99 Daehak Ro, Daejeon 305764, South Korea
关键词
Raman spectroscopy; chemical imaging; adulterant; food powder; food authentication; food safety; SAFETY;
D O I
10.1117/12.2304384
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Economically motivated adulteration and fraud to food powders are emerging food safety risks that threaten the health of the general public. In this study, targeted and non-targeted methods were developed to detect adulterants based on macro-scale Raman chemical imaging technique. Detection of potassium bromate (PB) (a flour improver banned in many countries) mixed in wheat flour was used as a case study to demonstrate the developed methods. A line-scan Raman imaging system with a 785 nm line laser was used to acquire hyperspectral image from the flour-PB mixture. Raman data analysis algorithms were developed to fulfill targeted and non-targeted contaminant detection. The targeted detection was performed using a single-band Raman image method. An image classification algorithm was developed based on single-band image at a Raman peak uniquely selected for the PB. On the other hand, a mixture analysis and spectral matching method was used for the non-targeted detection. The adulterant was identified by comparing resolved spectrum with reference spectra stored in a pre-established Raman library of the flour adulterants. For both methods, chemical images were created to show the PB particles mixed in the flour powder.
引用
下载
收藏
页数:6
相关论文
共 50 条
  • [31] Development of a targeted and non-targeted direct-injection analysis of plastic-related contaminants in liquor products
    He, Nancy
    Yargeau, Viviane
    Liu, Lan
    Bayen, Stephane
    FOOD CONTROL, 2024, 162
  • [32] Targeted and non-targeted polymer drug delivery systems
    Thurmond, KB
    McEwan, J
    Moro, DG
    Rice, JR
    Russell-Jones, G
    St John, JV
    Sood, P
    Stewart, DR
    Nowotnik, DP
    POLYMERIC DRUG DELIVERY I: PARTICULATE DRUG CARRIERS, 2006, 923 : 137 - +
  • [33] A Raman Imaging Methodology for Non-targeted Detection of Milk Powder Authenticity Using Flow-based Discrimination Neural Network
    Xia Q.
    He T.
    Huang Z.
    Chen D.
    Shipin Kexue/Food Science, 2023, 44 (12): : 315 - 321
  • [34] Fate of emerging contaminants in aerobic and anaerobic wastewater treatment: Non-targeted approach
    Steinberg, Lauren
    Richardot, William
    Hoh, Eunha
    Dodder, Nathan
    Mladenov, Natalie
    Martincigh, Bice
    Chao, Stephanie
    Graves, Cheyenne
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2019, 258
  • [35] Non-targeted screening of drugs
    Cawley, Adam
    DRUG TESTING AND ANALYSIS, 2021, 13 (05) : 892 - 893
  • [36] Plating in non-targeted areas
    不详
    PLATING AND SURFACE FINISHING, 1996, 83 (10): : 35 - 35
  • [37] Targeted and non-targeted mass spectrometry to explore the chemical diversity of the genus Gambierdiscus in the Atlantic Ocean
    Yon, Thomas
    Reveillon, Damien
    Sibat, Manoella
    Holland, Chris
    Litaker, R. Wayne
    Nascimento, Silvia M.
    Rossignoli, Araceli E.
    Riobo, Pilar
    Hess, Philipp
    Bertrand, Samuel
    PHYTOCHEMISTRY, 2024, 222
  • [38] Commentary: Integrating non-targeted and targeted chemical screening in Great Lakes fish monitoring programs
    Crimmins, Bernard S.
    McCarty, Harry B.
    Fernando, Sujan
    Milligan, Michael S.
    Pagano, James J.
    Holsen, Thomas M.
    Hopke, Philip K.
    JOURNAL OF GREAT LAKES RESEARCH, 2018, 44 (05) : 1127 - 1135
  • [39] Comprehensive two-dimensional gas chromatography as a tool for targeted and non-targeted analysis of contaminants of emerging concern in wastewater
    Devers, Jason
    Pattison, David I.
    Hansen, Asger B.
    Christensen, Jan H.
    Talanta, 2025, 282
  • [40] Non-targeted screening approaches for contaminants and adulterants in food using liquid chromatography hyphenated to high resolution mass spectrometry
    Knolhoff, Ann M.
    Croley, Timothy R.
    JOURNAL OF CHROMATOGRAPHY A, 2016, 1428 : 86 - 96