Reaction-Induced Fluorogenic Sensing of Benzodiazepines: A 3D-Printed Smartphone-Based Device with Multivariate RGB Optimization

Abstract

A low-cost fluorimetric platform fabricated by 3D printing was developed for benzodiazepine (BZD) detection using smartphone-based RGB image analysis. The method relies on hypochlorite-induced fluorogenesis of non-emissive BZDs, including clonazepam, diazepam, bromazepam, and midazolam. Spectroscopic and theoretical analyses indicated that hypochlorite oxidation promotes cleavage of the seven-membered diazepine ring, generating conjugated benzophenone-like products containing a rigid C=O group responsible for the enhanced fluorescence emission. Mass spectrometry further indicated chlorination of the oxidation products under concentrated NaOCl conditions. The 3D-printed device employs UV-A excitation coupled with smartphone RGB detection for quantitative analysis. For clonazepam, the individual RGB channels exhibited linear responses over the range of 0–100 μg mL⁻¹, with the green channel providing the best performance (R² = 0.9924). Multivariate analysis using multiple linear regression (MLR) of the RGB channels further improved the analytical performance, yielding R² = 0.9998 and a limit of detection of 0.05 μg mL⁻¹. The smartphone-based results showed good agreement with UV–Vis and photoluminescence measurements, demonstrating the applicability of the portable platform as a rapid and cost-effective alternative for benzodiazepine analysis.

Supplementary files

Article information

Article type
Paper
Submitted
24 Feb 2026
Accepted
19 May 2026
First published
21 May 2026

Anal. Methods, 2026, Accepted Manuscript

Reaction-Induced Fluorogenic Sensing of Benzodiazepines: A 3D-Printed Smartphone-Based Device with Multivariate RGB Optimization

T. Z. de Freitas, M. Martins Guedes, C. F. Silva, M. M. Cordeiro, A. Cunha Neto, J. Pliego, C. J. Dalmaschio and K. Bastos Borges, Anal. Methods, 2026, Accepted Manuscript , DOI: 10.1039/D6AY00325G

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