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Colorimetric Sensor Array for Monitoring Modelling and Comparing Spoilage Processes of Different Meat and Fish Foods

机译:比色传感器阵列用于监测建模和比较不同肉类和鱼类食品的腐败过程

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摘要

Meat spoilage is a very complex combination of processes related to bacterial activities. Numerous efforts are underway to develop automated techniques for monitoring this process. We selected a panel of pH indicators and a colourimetric dye, selective for thiols. Embedding these dyes into an anion exchange cellulose sheets, i.e., the commercial paper sheet known as “Colour Catcher ” commonly used in the washing machine to prevent colour run problems, we obtained an array made of six coloured spots (here named Dye name-CC@). The array, placed over the tray containing a sample of meat or fish (not enriched at any extend with spoilage products), progressively shows a colour change in the six spots. Photos of the array were acquired as a function of time, RGB indices were used to follow the spoilage, Principal Component Analysis to model the data set. We demonstrate that the array allows for the monitoring the overall spoilage process of chicken, beef, pork and fish, obtaining different models that mimic the degradation pathway. The spoilage processes for each kind of food, followed by the array colour evolution, were eventually compared using three-way PCA, which clearly shows same degradation pattern of protein foods, altered only according to the different substrates.
机译:肉变质是与细菌活动有关的过程的非常复杂的组合。目前正在进行大量努力来开发用于监视此过程的自动化技术。我们选择了一组对硫醇具有选择性的pH指示剂和比色染料。将这些染料嵌入阴离子交换纤维素片中,即在洗衣机中通常使用的商业纸片“ Colour Catcher”,以防止色差问题,我们获得了由六个有色斑点组成的阵列(此处称为染料名称-CC @)。放置在盛有肉或鱼样品的托盘上的阵列(在任何范围内都没有变质产品变浓),逐渐显示出六个斑点的颜色变化。采集阵列的照片作为时间的函数,使用RGB指数跟踪变质,主成分分析以对数据集进行建模。我们证明了该阵列可用于监控鸡肉,牛肉,猪肉和鱼的整体腐败过程,从而获得模仿降解途径的不同模型。最终,使用三向PCA比较了每种食物的变质过程和随后的阵列颜色演变,该过程清楚地显示了蛋白质食物的相同降解模式,仅根据不同的底物而改变。

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