Department of Chemistry , University of Illinois at Urbana-Champaign , 600 S. Mathews Avenue , Urbana , Illinois 61801 , United States.
ACS Appl Mater Interfaces. 2018 May 9;10(18):15820-15828. doi: 10.1021/acsami.8b00995. Epub 2018 Apr 25.
Trimethylamine N-oxide (TMAO), the N-oxide metabolite of trimethylamine (TMA), is a key index in the determination of a wide variety of human cardiac or kidney diseases. A colorimetric sensor array comprising ultrasonically prepared silica-dye microspheres was developed for rapid, portable, and sensitive detection of urinary TMAO. To prepare the sensor array, 13 different organically modified silica (ormosil)-dye composites were synthesized from the hydrolysis/pyrolysis of ultrasonically sprayed organosiloxane precursors under optimized reaction conditions; the resulting products are uniformly sized nanoporous microspheres that are effective colorimetric sensors for various volatile analytes. The effective quantification of aqueous TMAO (which is not volatile) was based on sensing the volatile TMA produced from a simple catalytic reduction of TMAO in situ. RGB color-change patterns from digital images of the sensor array permit precise discrimination among a wide range of TMAO concentrations (10-750 μM) in simulated urine samples; both hierarchical cluster analysis and principal component analysis achieve >99% accuracy in data classification. The calculated limit of detection of urinary TMAO is ∼4 μM, which is substantially below the median level of healthy subjects (∼380 μM). The array of sensors could be simplified to only a couple of strongly responsive elements for the ease of field use, and the process could be developed as a point-of-care tool in combination with digital imaging for the early diagnosis of cardiovascular or kidney diseases from the measurement of fasting urinary level of TMAO.
三甲胺 N-氧化物(TMAO)是三甲胺(TMA)的 N-氧化物代谢物,是广泛的人类心脏或肾脏疾病测定的关键指标。为了快速、便携和灵敏地检测尿液中的 TMAO,开发了一种由超声制备的二氧化硅-染料微球组成的比色传感器阵列。为了制备传感器阵列,从超声喷涂的有机硅氧烷前体的水解/热解在优化的反应条件下合成了 13 种不同的有机改性二氧化硅(ormosil)-染料复合材料;所得产物是尺寸均匀的纳米多孔微球,是各种挥发性分析物的有效比色传感器。基于对 TMAO 原位催化还原产生的挥发性 TMA 的感测,实现了对水溶液中 TMAO(不可挥发)的有效定量。来自传感器阵列的数字图像的 RGB 颜色变化模式可以精确区分模拟尿液样本中广泛的 TMAO 浓度(10-750 μM);层次聚类分析和主成分分析都能实现>99%的数据分类准确率。计算出的尿液 TMAO 的检测限约为 4 μM,远低于健康受试者的中位数(约 380 μM)。为了便于现场使用,可以将传感器阵列简化为仅几个响应强烈的元素,并且可以将该过程与数字成像结合开发为一种即时护理工具,以通过测量空腹尿液中的 TMAO 水平来早期诊断心血管或肾脏疾病。