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        <title>Labi-Taiwan: BlueCatcher: An Integrated Cell-Free Biosensing Platform for Molecular Monito... (2026) - Team Presentation</title>
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        <description>Title: BlueCatcher: An Integrated Cell-Free Biosensing Platform for Molecular Monitoring of Major Depressive Disorder Description: Major Depressive Disorder (MDD) affects millions worldwide, yet its assessment still relies largely on clinical interviews and symptom reporting. BlueCatcher aims to complement these approaches with a portable, cell-free biosensor for detecting MDD-associated circulating microRNAs (miRNAs). We developed an integrated biomarker selection pipeline combining differential expression , miRNA-mRNA interactions, pathway and co-expression analysis, and literature evidence, narrowing transcriptome-wide signals to five miRNA candidates. For detection, target miRNAs bind to a Three-Way Junction (TWJ), releasing a trigger that activates a cell-free toehold switch (THS). This produces a nuclease that cleaves a reporter, converting miRNA recognition into a measurable electrochemical signal. We further developed machine-learning workflows to guide TWJ and THS designs and prioritize candidates to experimental testing. By integrating biomarker discovery, programmable nucleic acids, cell-free amplification, and portable electrochemical sensing, BlueCatcher provides a detection platform for future MDD screening, longitudinal monitoring, and treatment-response assessment alongside existing clinical evaluation. Wiki | Official Page</description>
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