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◆ Biosensors & bioelectronics2026-08-25

Bioinspired multi-colored colloidal array for simultaneous visual sensing of bisphenol B and levofloxacin assisted by machine learning.

Tiantian Li, Ziwei Chen, Qi Li, Wenqi Tang, Mei Shen, Dongmei Li, Jiayue Zhou, Yinuo Chen, Guanggui Yu, Na Sai

原始摘要(英文原文)· Original abstract
The integration of multiple optical signals with independent responses within a single sensing architecture is of interest for multiplex small-molecule detection. An anole-inspired multi-colored colloidal array (MCA) probe integrating structural reflection (SR), fluorescein isothiocyanate (FITC), and europium acetylacetonate (EU) emissions was developed for simultaneous visual detection of bisphenol B (BPB) and levofloxacin (LVX). The probe consists of a highly ordered non-close-packed (NCP) colloidal array assembled from FITC- and EU-doped molecularly imprinted particles, enabling the coexistence of structural color and dual-emission luminescence within a single architecture. The periodic array generates an additional SR signal via Bragg diffraction, while the enlarged interparticle spacing suppresses aggregation-induced quenching and non-radiative losses, resulting in enhanced FITC and EU emissions. Upon exposure to BPB and LVX, orthogonal optical responses are triggered, producing concentration-dependent multicolor variations that are directly observable by the naked eye, enabling dual-target discrimination. To quantitatively decode these physico-optical responses, a logic-guided physico-optical decoding (LGPD) framework is employed, enabling simultaneous prediction of BPB and LVX concentrations with high correlation coefficients (range from 0.964 to 0.994). The probe exhibits stable tri-color emission over 20 days, with sensitivity low to 1 ng/mL, a linear range of 1-300 ng/mL, and recoveries of 85.4 %-98.61 % in real samples. This multimodal optical encoding and machine-learning-based decoding strategy enables rapid (<30 min) multiplexed detection and provides a generalizable platform for point-of-care analysis in environmental and biomedical applications. This bioinspired integration of optical encoding and machine-learning-assisted decoding provides an alternative strategy for visual and quantitative multiplex sensing.
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Bioinspired multi-colored colloidal array for simultaneous visual sensing of bisphenol B and levofloxacin assisted by machine learning. — 科研速览 Science Skim