清脆的
微囊藻毒素
生物传感器
计算生物学
基因
环境科学
生物
纳米技术
蓝藻
遗传学
材料科学
细菌
作者
Rakibul Hasan,M. K. Smith,Siwen Wang
标识
DOI:10.1101/2025.07.11.664500
摘要
Abstract Microcystins are potent cyanotoxins produced by toxigenic cyanobacteria during harmful algal blooms (HABs), posing risks to ecosystems and human health. In this study, we developed a portable RPA-CRISPR/Cas12a biosensing platform for the rapid, on-site detection of the microcystin synthetase E ( mcyE ) gene, a key biomarker for microcystin-producing strains. The developed RPA-CRISPR/Cas12a assays enable detection of the mcyE gene within 50 min, with either fluorescence or lateral flow assay readouts. The fluorescence readouts have an analytical detection limit of 48.4 copies/µL and a dynamic range of 1.2 × 10 2 to 1.2 × 10 7 copies/µL. To enable field deployment, a magnetic bead-based DNA extraction method was integrated, achieving extraction within 1 hour without centrifugation. The complete workflow demonstrated a method LOD of 8.4 × 10 2 cells/mL in spiked lake water. Applicability was validated using non-spiked environmental water samples collected from multiple HAB-affected lakes. Importantly, a systematic matrix effect assessment was conducted for the CRISPR sensing step, evaluating environmental variables such as pH, ions, nutrients, and natural organic matter. This study establishes a practical, sensitive, and selective detection tool for proactive HAB monitoring. The platform’s simplicity, portability, and completeness, from sample pretreatment to signal readout, highlight its potential for real-world environmental biosensing applications.
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