Smartphone-Assisted Sensing of Trinitrotoluene by Optical Array.
Rossella SantonocitoNunzio TuccittoValentina CantaroAntonino Biagio CarbonaroAndrea PappalardoValentina GrecoValeria BuccilliPietro MaidaDavide ZavattaroGianfranco SfunciaGiuseppe NicotraGiuseppe MaccarroneAntonino GulinoAlessandro GiuffridaGiuseppe Trusso SfrazzettoPublished in: ACS omega (2022)
Here we report the design and fabrication of an array-based sensor, containing functionalized Carbon Dots, Bodipy's and Naphthalimide probes, that shows high fluorescence emissions and sensitivity in the presence of low amounts of TNT explosive. In particular, we have fabricated the first sensor device based on an optical array for the detection of TNT in real samples by using a smartphone as detector. The possibility to use a common smartphone as detector leads to a prototype that can be also used in a real-life field application. The key benefit lies in the possibility of even a nonspecialist operator in the field to simply collect and send data (photos) to the trained artificial intelligence server for rapid diagnosis but also directly to the bomb disposal unit for expert evaluation. This new array sensor contains seven different fluorescent probes that are able to interact via noncovalent interactions with TNT. The interaction of each probe with TNT has been tested in solution by fluorescence titrations. The solid device has been tested in terms of selectivity and linearity toward TNT concentration. Tests performed with other explosives and other nitrogen-based analytes demonstrate the high selectivity for TNT molecules, thus supporting the reliability of this sensor. In addition, TNT can be detected in the range of 98 ng∼985 μg, with a clear different response of each probe to the different amounts of TNT.
Keyphrases
- living cells
- artificial intelligence
- high resolution
- fluorescent probe
- single molecule
- quantum dots
- high throughput
- big data
- machine learning
- small molecule
- high density
- magnetic resonance imaging
- loop mediated isothermal amplification
- magnetic resonance
- high speed
- fluorescence imaging
- electronic health record
- computed tomography
- label free
- protein protein
- image quality
- municipal solid waste
- liquid chromatography
- real time pcr