| Literature DB >> 28867095 |
Pranita Jaiswal1, Shyam Narayan Jha2, Jaspreet Kaur2, Anjan Borah2, H G Ramya2.
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.Entities:
Keywords: ATR-FTIR; Aflatoxin M1; Chemometrics; Partial least square regression; Spectroscopy
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Year: 2016 PMID: 28867095 DOI: 10.1016/j.foodchem.2016.07.150
Source DB: PubMed Journal: Food Chem ISSN: 0308-8146 Impact factor: 7.514