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Detection of aflatoxin M1 in milk using spectroscopy and multivariate analyses
- Source :
- Food chemistry. 238
- Publication Year :
- 2016
-
Abstract
- Aflatoxin M1 (AFM1), a potentially carcinogenic compound, is found in milk obtained from animals that consume contaminated feed. Spectra of bovine milk, spiked with AFM1 (0, 0.02, 0.04, 0.06, 0.08 and 0.1μg/l) were acquired using attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectrometer. Spectra revealed significant differences among pure and AFM1 spiked samples in spectral regions 1800-650cm-1 and 3689-3499cm-1, which may be attributed to complex chemical structure of AFM1. Principal component analysis (PCA) showed clear clustering of samples (p⩽0.05). The models could successfully classify (>86%) and detect even 0.02μg/l AFM1 in milk (p⩽0.05) using SIMCA. AFM1 was best predicted in wavenumber range of 1800-650cm-1 with coefficient of determination (R2) of 0.99 and 0.98, for calibration and validation, respectively, using partial least square (PLS) regression. The study indicated feasibility of ATR-FTIR spectroscopy and chemometrics in rapid detection and quantification of AFM1 in milk.
- Subjects :
- Aflatoxin
Coefficient of determination
Chemical structure
Food Contamination
01 natural sciences
Analytical Chemistry
Chemometrics
0404 agricultural biotechnology
Partial least squares regression
Spectroscopy, Fourier Transform Infrared
Animals
Least-Squares Analysis
Spectroscopy
Chromatography
Chemistry
010401 analytical chemistry
04 agricultural and veterinary sciences
General Medicine
040401 food science
0104 chemical sciences
Milk
Principal component analysis
Multivariate Analysis
Aflatoxin M1
Food Science
Food contaminant
Subjects
Details
- ISSN :
- 18737072
- Volume :
- 238
- Database :
- OpenAIRE
- Journal :
- Food chemistry
- Accession number :
- edsair.doi.dedup.....53266f63039f7c506eab687d69c0f8cd