The presence of multiple pesticide residues in fruits and vegetables poses a serious threat to human health. Conventional gold nanoparticles (AuNPs) used in multiplex lateral flow immunoassays (M−LFIA) often exhibit poor sensitivity and potential for misidentification. This study introduces a traffic signal-inspired fluorescent LFIA (T-FLFIA) designed for the simultaneous quantitative detection of chlorothalonil (CTN), paclobutrazol (PBZ), and fipronil (FIP) in cowpea and apple samples. Utilizing the hydrophobic interactions of aggregation-induced emission luminogens (AIEgens) and the coordination of epicatechin (EC) with Ni2+, we developed a novel nanostructure-aggregation-induced emission nanoparticle (AIENP) coated with a metal-polyphenol network of Ni/EC (AIENP@Ni/EC) via a self-assembly method and employed it as fluorescence probe in T-FLFIA. Three distinct colors of AIENP@Ni/EC featuring green, yellow, and red fluorescence were successfully synthesized by coating various AIEgens. This multicolor fluorescence capability facilitates more precise and expedited discrimination among multiple detection targets. High-performance AIE fluorescence probes were fabricated by directly coupling AIENP@Ni/EC with different antibodies through electrostatic interactions, leveraging the exceptional biocompatibility of Ni/EC. The T-FLFIA exhibited sensitive detection of CTN, PBZ, and FIP at concentrations as low as 0.038 ng/mL, 0.025 ng/mL, and 0.046 ng/mL, respectively, with high qualitative accuracy (92.5 %) within a rapid timeframe (5 s). This exceptional performance can be attributed to its outstanding optical properties and distinguishable colors. This approach demonstrated enhanced sensitivity and accuracy, reduced consumption of antibodies and immunoprobes, and a broader detection range compared to single-color AuNPs-M−LFIA. This study introduces a novel, practical, and cost-effective tool for rapid screening of diverse pesticide residues in field settings
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