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首页> 外文期刊>Journal of near infrared spectroscopy >Why does near infrared transmittance spectroscopy discriminate Quark-type cheese manufactured in the presence or absence of aflatoxin M{sub}1 (AFM{sub}1)?
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Why does near infrared transmittance spectroscopy discriminate Quark-type cheese manufactured in the presence or absence of aflatoxin M{sub}1 (AFM{sub}1)?

机译:为什么近红外透射光谱法可区分存在或不存在黄曲霉毒素M {sub} 1(AFM {sub} 1)的Quark型奶酪?

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Many studies on milk have demonstrated that aflatoxin M{sub}1 (AFM{sub}1) binds to milk proteins and, in particular, to casein and that it was concentrated in the curd during the manufacture of cheese. Investigations on the affinity of AFM{sub}1 towards different proteins in milk are very limited, even if this aspect appears to be particularly important due to its influence in quantitative toxin recovery in cheese. The aim of this work was a better comprehension of why near infrared (NIR) transmittance spectral analysis in the range 850-1050 nm, could discriminate Quark type cheese manufactured using milk at different levels of AFM{sub}1 contamination (control < 50ppt 100 pptppt and 200 ppt). Cheese-making was carried out at the experimental pilot plant of the Dairy Science Institute in Lodi under strictly controlled conditions. Each cheese production was repeated twice (six tests, 20 L each). Cheese samples were analysed for fat, protein, dry matter and AFM, content at time 0 and during storage for 19 days (every three days) for a total of 42 samples. Capillary electrophoresis (CE) profiles and (NIR) transmittance spectra, were also collected. Spectra, corrected for scattering, were processed by multivariate curve resolution classical least squares using the estimation of individual constituents (fat, protein, water) for signal interpretation in the investigated region. Partial least squares regression (PLSR) results showed a good NIR transmittance discrimination power between contaminated and uncontaminated samples. Comparable results were obtained by applying PLSR to CE data using the peak area of αs1-l-casein as the variable. The regressors obtained by the two PLSR were very similar, with the highest significance at 950 nm. This work demonstrated that the indirect spectroscopic detection of AFM{sub}1 is strongly related to the cheese proteolytic trend.
机译:关于牛奶的许多研究表明,黄曲霉毒素M {sub} 1(AFM {sub} 1)与牛奶蛋白结合,尤其是与酪蛋白结合,并且在奶酪制造过程中浓缩在凝乳中。关于AFM {sub} 1对牛奶中不同蛋白质的亲和力的研究非常有限,即使这方面由于其对奶酪中定量毒素回收的影响而显得尤为重要。这项工作的目的是更好地理解为什么在850-1050 nm范围内的近红外(NIR)透射光谱分析可以区分使用牛奶在不同AFM {sub} 1污染水平下生产的Quark型奶酪(对照<50ppt 100 pptppt和200 ppt)。在严格控制的条件下,在洛迪(Lodi)乳业科学研究所的实验性试验工厂进行了奶酪制作。每个奶酪生产重复两次(六个测试,每个20 L)。分析奶酪样品中的脂肪,蛋白质,干物质和AFM,在时间0和存储19天(每三天)期间的含量,共计42个样品。还收集了毛细管电泳(CE)曲线和(NIR)透射光谱。校正了散射的光谱通过多元曲线分辨率经典最小二乘法进行处理,并使用单个成分(脂肪,蛋白质,水)的估计值对研究区域中的信号进行了解释。偏最小二乘回归(PLSR)结果表明,受污染和未受污染的样品之间具有良好的近红外透射率分辨能力。通过使用αs1-1-酪蛋白的峰面积作为变量,将PLSR应用于CE数据可获得可比的结果。两个PLSR获得的回归值非常相似,在950 nm处具有最高的显着性。这项工作表明,AFM {sub} 1的间接光谱检测与奶酪的蛋白水解趋势密切相关。

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