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首页> 外文期刊>Angewandte Chemie >Quantitation of Femtomolar-Level Protein Biomarkers Using a Simple Microbubbling Digital Assay and Bright-Field Smartphone Imaging
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Quantitation of Femtomolar-Level Protein Biomarkers Using a Simple Microbubbling Digital Assay and Bright-Field Smartphone Imaging

机译:使用简单的微泡数字化测定和明亮场智能手机成像定量毫微微溶胶液体生物标志物

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摘要

Quantitating ultra-low concentrations of protein biomarkers is critical for early disease diagnosis and treatment. However, most current point-of-care (POC) assays are limited in sensitivity. Herein, we introduce an ultra-sensitive and facile microbubbling assay for the quantification of protein biomarkers with a digital-readout method that requires only a smartphone camera. We used machine learning to develop a smartphone application for automated image analysis to facilitate accurate and robust counting. Using this method, post-prostatectomy surveillance of prostate specific antigen (PSA) can be achieved with a detection limit (LOD) of 2.1 fm (0.060 pg mL(-1)), and early pregnancy detection using beta hCG can be achieved with a of 0.034 mIU mL(-1) (2.84 pg mL(-1)). This work provides the proof-of-principle of the microbubbling assay with a digital readout as an ultra-sensitive technology with minimal requirement for power and accessories, facilitating future POC applications.
机译:定量超低浓度的蛋白质生物标志物对于早期疾病诊断和治疗至关重要。 然而,大多数目前的护理点(POC)测定值有限于敏感性。 在此,我们引入超敏感和容易的微泡测定,用于使用仅需要智能手机相机的数字读出方法定量蛋白质生物标志物。 我们使用机器学习开发智能手机应用程序以实现自动图像分析,以便于准确和稳健的计数。 使用该方法,通过2.1 fm的检测限(LOD)可以实现前列腺切除术的监测(PSA)的检测限(0.060pg ml(-1)),并且可以通过a实现使用βhcg的早期妊娠检测 0.034 mIU ml(-1)(2.84pg ml(-1))。 这项工作提供了微泡测定的原理原理,用数字读数作为超敏感技术,对电力和配件的要求最小,促进未来的POC应用。

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