Detecting adulterants in milk with lower cost mid-infrared and Raman spectroscopy

被引:0
作者
Lee, Changwon [1 ]
Wang, Wenbo [1 ]
Wilson, Benjamin K. [1 ]
Connett, Marie [2 ]
Keller, Matthew D. [1 ]
机构
[1] Intellectual Ventures Lab, 14360 SE Eastgate Way, Bellevue, WA 98007 USA
[2] Intellectual Ventures Global Good Fund, 3150 139th Ave SE, Bellevue, WA 98005 USA
来源
OPTICS AND BIOPHOTONICS IN LOW-RESOURCE SETTINGS IV | 2018年 / 10485卷
关键词
Raman spectroscopy; infrared spectroscopy; SERS; low resource settings; adulterants; milk; RAPID DETECTION;
D O I
10.1117/12.2291979
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Adulteration of milk for economic gains is a widespread issue throughout the developing world that can have far-reaching health and nutritional impacts. Milk analysis technologies, such as infrared spectroscopy, can screen for adulteration, but the cost of these technologies has prohibited their use in low resource settings. Recent developments in infrared and Raman spectroscopy hardware have led to commercially available low-cost devices. In this work, we evaluated the performance of two such spectrometers in detecting and quantifying the presence of milk adulterants. Five common adulterants ammonium sulfate, melamine, sodium bicarbonate, sucrose, and urea, were spiked into five different raw cow and goat milk samples at different concentrations. Collected MIR and Raman spectra were analyzed using partial least squares regression. The limit of detection (LOD) for each adulterant was determined to be in the range of 0.04 to 0.28% (400 to 2800 ppm) using MIR spectroscopy. Raman spectroscopy showed similar LOD's for some of the adulterants, notably those with strong amine group signals, and slightly higher LOD's (up to 1.0%) for other molecules. Overall, the LODs were comparable to other spectroscopic milk analyzers on the market, and they were within the economically relevant concentration range of 100 to 4000 ppm. These lower cost spectroscopic devices therefore appear to hold promise for use in low resource settings.
引用
收藏
页数:11
相关论文
共 18 条
[1]   Rapid detection of economic adulterants in fresh milk by liquid chromatography-tandem mass spectrometry [J].
Abernethy, Grant ;
Higgs, Kerianne .
JOURNAL OF CHROMATOGRAPHY A, 2013, 1288 :10-20
[2]  
Afzal A., 2011, Pakistan Journal of Nutrition, V10, P1195
[3]   IUPAC-Consistent Approach to the Limit of Detection in Partial Least-Squares Calibration [J].
Allegrini, Franco ;
Olivieri, Alejandro C. .
ANALYTICAL CHEMISTRY, 2014, 86 (15) :7858-7866
[4]  
Azad T., 2016, INT J FOOD CONTAMINA, V3, P22, DOI [DOI 10.1186/S40550-016-0045-3, 10.1186/s40550-016-0045]
[5]  
Das S., 2016, SENSOR LETT, V14, P4, DOI [10.1166/sl.2016.3580, DOI 10.1166/SL.2016.3580]
[6]   Melamine detection in milk using vibrational spectroscopy and chemometrics analysis: A review [J].
Domingo, Elisangela ;
Tirelli, Aline Auxiliadora ;
Nunes, Cleiton Antonio ;
Guerreiro, Mario Cesar ;
Pinto, Sandra Maria .
FOOD RESEARCH INTERNATIONAL, 2014, 60 :131-139
[7]  
FAO, 2016, GAT DAIR PROD PROD
[8]   Impacts of Milk Fraud on Food Safety and Nutrition with Special Emphasis on Developing Countries [J].
Handford, Caroline E. ;
Campbell, Katrina ;
Elliott, Christopher T. .
COMPREHENSIVE REVIEWS IN FOOD SCIENCE AND FOOD SAFETY, 2016, 15 (01) :130-142
[9]  
ILRI, 2011, INT INF MILK MARK FO
[10]   Melamine Sensing in Milk Products by Using Surface Enhanced Raman Scattering [J].
Kim, Ansoon ;
Barcelo, Steven J. ;
Williams, R. Stanley ;
Li, Zhiyong .
ANALYTICAL CHEMISTRY, 2012, 84 (21) :9303-9309