化学
纳米颗粒
假阳性悖论
计算生物学
分子生物学
纳米技术
生物
材料科学
计算机科学
机器学习
作者
Peter R Christenson,Manci Li,Gage Rowden,Peter A. Larsen,Sang‐Hyun Oh
出处
期刊:Nano Letters
[American Chemical Society]
日期:2023-04-26
卷期号:23 (9): 4074-4081
被引量:2
标识
DOI:10.1021/acs.nanolett.3c01001
摘要
Misfolded proteins associated with various neurodegenerative diseases often accumulate in tissues or circulate in biological fluids years before the clinical onset, thus representing ideal diagnostic targets. Real-time quaking-induced conversion (RT-QuIC), a protein-based seeded-amplification assay, holds great potential for early disease detection, yet challenges remain for routine diagnostic application. Chronic Wasting Disease (CWD), associated with misfolded prion proteins of cervids, serves as an ideal model for evaluating new RT-QuIC methodologies. In this study, we investigate the previously untested hypothesis that incorporating nanoparticles into RT-QuIC assays can enhance their speed and sensitivity when applied to biological samples. We show that adding 50 nm silica nanoparticles to RT-QuIC experiments (termed Nano-QuIC) for CWD diagnostics greatly improves the performance by reducing detection times 2.5-fold and increasing sensitivity 10-fold by overcoming the effect of inhibitors in complex tissue samples. Crucially, no false positives were observed with these 50 nm silica nanoparticles, demonstrating the enhanced reliability and potential for diagnostic application of Nano-QuIC in detecting misfolded proteins.
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