Electronic tongue made of gelatin self-supporting films on printed electrodes to detect lactose

Ana C. V. Piccinin, Andrey Coatrini-Soares, Giuliana T. Franco, T. J. Bondancia, Juliana Coatrini-Soares, Osvaldo N. Oliveira, L. H. Mattoso
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Abstract

An electronic tongue was developed for the detection of lactose content in commercial foods. This was accomplished by employing optimized detection units comprised of gelatin films and information visualization methods for data analysis. The films incorporating gelatin, tannic acid, and zein, served as the basis for the sensors, whose electrodes were screen printed using carbon black ink. Self-supporting films were produced using various combinations of these materials, some of which had limited solubility in water (from 33% to 36%). They were hydrophobic and yielded reproducible electrical impedance spectra to be used as sensing units. Lactose detection experiments were conducted using various standard concentrations and commercial food samples. Capacitance decreased with lactose concentration at low frequencies, with films lacking a hydrophobic coating showing higher capacitance signals (exceeding 200 nF). Low limits of detection were obtained for the most sensitive films, as low as 2.03 × 10−19 mol/L, comparable to existing biosensors to detect lactose. Combining data from four sensing units in an electronic tongue allowed for the differentiation of lactose concentrations ranging from 1 × 10−20 mol/L to 1 × 10−6 mol/L using the interactive document mapping (IDMAP) projection technique, leading to a silhouette coefficient of 0.716. The discriminatory power of the electronic tongue was validated by distinguishing between lactose-containing and lactose-free food products. These findings highlight the potential of electronic tongues made with sustainable materials for applications in food quality assessment and lactose intolerance management.
用印刷电极上的明胶自支撑薄膜制成的电子舌检测乳糖
我们开发了一种用于检测商业食品中乳糖含量的电子舌。这是通过采用由明胶薄膜组成的优化检测单元和数据分析信息可视化方法实现的。明胶、单宁酸和玉米蛋白薄膜是传感器的基础,其电极是用碳黑油墨丝网印刷的。使用这些材料的不同组合制作了自支撑薄膜,其中一些材料在水中的溶解度有限(从 33% 到 36%)。它们具有疏水性,并能产生可重复的电阻抗光谱,可用作传感单元。使用各种标准浓度和商业食品样品进行了乳糖检测实验。在低频下,电容随乳糖浓度的增加而减小,没有疏水涂层的薄膜显示出更高的电容信号(超过 200 nF)。灵敏度最高的薄膜的检测限低至 2.03 × 10-19 mol/L,与现有的检测乳糖的生物传感器相当。利用交互式文档映射(IDMAP)投影技术,将电子舌中四个传感单元的数据结合在一起,可区分 1 × 10-20 摩尔/升至 1 × 10-6 摩尔/升的乳糖浓度,得出的剪影系数为 0.716。通过区分含乳糖和不含乳糖的食品,验证了电子舌的鉴别能力。这些发现凸显了使用可持续材料制造的电子舌在食品质量评估和乳糖不耐症管理方面的应用潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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