Quantitation of Femtomolar-Level Protein Biomarkers Using a Simple Microbubbling Digital Assay and Bright-Field Smartphone Imaging

被引:48
作者
Chen, Hui [1 ]
Li, Zhao [1 ]
Zhang, Lingzhi [2 ]
Sawaya, Philippe [2 ]
Shi, Jianbo [2 ]
Wang, Ping [1 ]
机构
[1] Univ Penn, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Comp & Informat Sci, 200 S 33Rd St, Philadelphia, PA 19104 USA
关键词
biosensors; digital assay; platinum nanoparticles; protein detection; smartphone; PROSTATE-SPECIFIC ANTIGEN; BIOCHEMICAL RECURRENCE; CARE DIAGNOSTICS; POINT; CANCER; TESTS;
D O I
10.1002/anie.201906856
中图分类号
O6 [化学];
学科分类号
0703 ;
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.
引用
收藏
页码:13922 / 13928
页数:7
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