计算机科学
同种类的
生化工程
纳米技术
重点(电信)
灵敏度(控制系统)
生物传感器
系统工程
信号(编程语言)
数据科学
风险分析(工程)
电流(流体)
精密医学
信号处理
临床诊断
范式转换
作者
Mingxin Lu,Jie Cheng,Jinhong Guo
出处
期刊:ACS Sensors
[American Chemical Society]
日期:2026-07-28
卷期号:11 (8): 6600-6616
标识
DOI:10.1021/acssensors.6c01523
摘要
Single-molecule immunoassays (SMIs) overcome the sensitivity limitations of conventional bulk measurements by enabling a paradigm shift from analog to digital signal readouts, thereby facilitating highly sensitive quantification of ultra-low-abundance biomarkers for precision diagnostics. This review provides a systematic overview of recent advances in SMI technologies and the conceptual framework underlying their evolution. First, discretization strategies for single-molecule counting are classified into hard discretization, based on physical confinement, and soft discretization, based on spatiotemporal isolation, within heterogeneous and homogeneous assay systems, respectively. The fundamental mechanisms by which these strategies mitigate diffusion limitations and enhance signal-to-noise ratios are discussed. Second, the integration of SMIs with CRISPR-based diagnostic systems (CRISPR-dx) is examined, with particular emphasis on their complementary roles in target recognition and signal amplification. Finally, recent applications of SMIs in the diagnosis of oncological, neurological, infectious, and cardiovascular diseases are summarized, along with a critical discussion of current engineering challenges and future directions toward clinical translation.
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