Jaiswal Pranita, Jha Shyam Narayan, Kaur Jaspreet, Borah Anjan, Ramya H G
Agricultural Structures and Environmental Control Division, Central Institute of Postharvest Engineering & Technology, Ludhiana 141004, India.
Agricultural Structures and Environmental Control Division, Central Institute of Postharvest Engineering & Technology, Ludhiana 141004, India.
Food Chem. 2018 Jan 1;238:209-214. doi: 10.1016/j.foodchem.2016.07.150. Epub 2016 Jul 29.
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 and 3689-3499cm, 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 with coefficient of determination (R) 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.
黄曲霉毒素M1(AFM1)是一种潜在的致癌化合物,存在于食用受污染饲料的动物所产的牛奶中。使用衰减全反射傅里叶变换红外(ATR-FTIR)光谱仪采集了添加AFM1(0、0.02、0.04、0.06、0.08和0.1μg/l)的牛乳光谱。光谱显示,在1800 - 650cm和3689 - 3499cm光谱区域内,纯牛奶样品和添加AFM1的样品之间存在显著差异,这可能归因于AFM1的复杂化学结构。主成分分析(PCA)显示样品有明显聚类(p⩽0.05)。使用软独立建模类比法(SIMCA),这些模型能够成功分类(>86%)并检测出牛奶中低至0.02μg/l的AFM1(p⩽0.05)。使用偏最小二乘(PLS)回归,在1800 - 650cm波数范围内对AFM1进行预测效果最佳,校准和验证的决定系数(R)分别为0.99和0.98。该研究表明了ATR-FTIR光谱法和化学计量学在快速检测和定量牛奶中AFM1方面的可行性。