费斯特共振能量转移
串扰
级联
小RNA
心肌梗塞
临床诊断
算法
聚类分析
生物信息学
计算机科学
电子工程
内科学
生物
荧光
医学
人工智能
化学
物理
遗传学
基因
工程类
光学
色谱法
临床心理学
作者
Shasha Lu,Jianyu Yang,Huanhuan Xing,Yuanyuan Chang,Jian Sun,Chunxian Guo,Xiurong Yang
标识
DOI:10.1016/j.bios.2023.115080
摘要
Early and accurate diagnosis of acute myocardial infarction (AMI) can significantly reduce patient mortality. A variety of miRNAs are found to dysregulate in AMI patients, but the up- or down-regulation of a specific miRNA may not be evident in the early stage, making it difficult to achieve accurate diagnosis. Here, proposing the design that DNA photonic wire (PW) with no spectral crosstalk would make an excellent template for miRNA conjoint analysis, we report the construction of a miRNA addition probe for the additive analysis of two up-regulated miRNAs (miR-133a and miR-208a) for early diagnosis of AMI in clinical serum samples. A three-dye non-crosstalk DNA PW is built to form the two-step fluorescence resonance energy transfer (FRET) cascade system, in which three paths can blocking the FRET cascade for separate or additive analysis of the two miRNAs. K-Means clustering algorithm is further utilized to classify the output signals of the miRNA addition probe, achieving a 100% accurate diagnosis of early AMI in both the training (n = 40) and validation (n = 19) cohorts of clinical serum samples.
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