A Printed Paper-Based Anion Sensor Array for Multi-Analyte Classification: On-Site Quantification of Glyphosate.
Zhoujie ZhangVahid HamedpourXiaojun LyuYui SasakiTsuyoshi MinamiPublished in: ChemPlusChem (2021)
We report a paper-based chemosensor array device (PCSAD) for the quantitative detection of oxyanions including the herbicide glyphosate (GlyP) in aqueous media. The mechanism of the oxyanion detection relies on a coordination-binding-based sensor array. In this study, the competitive coordination binding among Zn2+ , four catechol dyes, and seven oxyanions caused noticeable colour changes. The colour changes were employed for qualitative and quantitative analyses using an in-house automated image-processing algorithm with pattern recognition for digital images. A linear discrimination analysis discerned similarly structured oxyanions with 100 % accuracy. The regression analysis allowed the accurate quantification of GlyP in the herbicide products with a limit of detection of 16 mg/L, which is lower than the health advisory value for children (20 mg/L) stipulated by the environmental protection agency (EPA). PCSAD is a powerful sensor device for the on-site quantification of aqueous anions for environmental assessment.
Keyphrases
- deep learning
- high resolution
- ionic liquid
- machine learning
- high throughput
- loop mediated isothermal amplification
- healthcare
- label free
- real time pcr
- public health
- convolutional neural network
- human health
- systematic review
- mental health
- binding protein
- health information
- transcription factor
- low cost
- drug administration