TY - JOUR
T1 - A chemosensor array for the colorimetric identification of some carboxylic acids in human urine samples
AU - Sheini, Azarmidokht
AU - Khajehsharifi, Habibollah
AU - Shahbazy, Mohammad
AU - Kompany-Zareh, Mohsen
N1 - Publisher Copyright:
© 2016 Elsevier B.V.
PY - 2017/4
Y1 - 2017/4
N2 - A simple colorimetric sensor array containing eight chemosensors from commercial dyes and metal salts was designed to detect a number of important carboxylic acids in human urine. Some common chemometric methods, including principal component analysis (PCA), linear discriminant analysis (LDA) and k-nearest neighbor (kNN) based hierarchical cluster analysis (HCA) were used to test the discriminatory power of the array. The eight-member sensor array perfectly identified eleven carboxylic acids in water with 100% classification accuracy. In order evaluate the potential of sensor array used in biological environments (biofluids), carboxylic acids in human urine were analyzed and 100% classification accuracy was achieved. In addition, the array's performance in the semi-quantitative identification of carboxylic acids was investigated, and the results showed that the sensor array can discriminate seven typical carboxylic acids at concentrations ranging from 100 to 1000 μmol L−1. These results illustrate the potential use of the sensor array for disease diagnosis and other biomedical monitoring applications.
AB - A simple colorimetric sensor array containing eight chemosensors from commercial dyes and metal salts was designed to detect a number of important carboxylic acids in human urine. Some common chemometric methods, including principal component analysis (PCA), linear discriminant analysis (LDA) and k-nearest neighbor (kNN) based hierarchical cluster analysis (HCA) were used to test the discriminatory power of the array. The eight-member sensor array perfectly identified eleven carboxylic acids in water with 100% classification accuracy. In order evaluate the potential of sensor array used in biological environments (biofluids), carboxylic acids in human urine were analyzed and 100% classification accuracy was achieved. In addition, the array's performance in the semi-quantitative identification of carboxylic acids was investigated, and the results showed that the sensor array can discriminate seven typical carboxylic acids at concentrations ranging from 100 to 1000 μmol L−1. These results illustrate the potential use of the sensor array for disease diagnosis and other biomedical monitoring applications.
KW - Carboxylic acids
KW - Colorimetric chemosensor array
KW - Human urine samples
KW - Linear discriminant analysis
KW - Principal component analysis
UR - https://www.scopus.com/pages/publications/84995785904
U2 - 10.1016/j.snb.2016.11.008
DO - 10.1016/j.snb.2016.11.008
M3 - Article
AN - SCOPUS:84995785904
SN - 0925-4005
VL - 242
SP - 288
EP - 298
JO - Sensors and Actuators B: Chemical
JF - Sensors and Actuators B: Chemical
ER -