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Noninvasive and prospective diagnosis of coronary heart disease with urine using surface-enhanced Raman spectroscopy

传统PCI 尿 拉曼光谱 医学 经皮冠状动脉介入治疗 心脏病学 内科学 线性判别分析 泌尿系统 心肌梗塞 人工智能 计算机科学 光学 物理
作者
Huinan Yang,Zhao Chang,Rong Li,Chengxing Shen,Xiaoshu Cai,Li Sun,Chengfang Luo,Yuechao Yin
出处
期刊:Analyst [The Royal Society of Chemistry]
卷期号:143 (10): 2235-2242 被引量:47
标识
DOI:10.1039/c7an02022h
摘要

A prospective diagnosis method for coronary heart disease (CHD) using human urine based on surface-enhanced Raman spectroscopy (SERS) is proposed, and could provide valuable information for judging whether to perform percutaneous coronary intervention (PCI) in clinics. Here, urine samples from 87 patients with CHD, including patients with PCI before operation (degree of cardiovascular congestion above 70%) and without PCI (degree of cardiovascular congestion under 70%), and 20 healthy humans were measured using SERS. Principal component analysis (PCA) combined with linear discriminant analysis (LDA) was employed to analyze the SERS spectra, revealing that the classification sensitivity and specificity were 90% and 78.9%, respectively, and the absolute value for loading of PC1 at 1509 cm-1 was the largest. Since platelet-derived growth factor-BB (PDGF-BB) is closely related to CHD, PDGF-BB aqueous solutions with various concentrations (1, 0.5, 0.1, 0.05 and 0.01 ppm) and a mixture of healthy human urine and PDGF-BB aqueous solutions were then investigated in this work, and it was found that the Raman peak at 1509 cm-1 may be attributed to PDGF-BB. Moreover, the measured SERS spectra of all the urine samples from the 87 patients with CHD were compared with the clinical data provided by a hospital, and it was revealed that the appearance of a peak at 1509 cm-1 in the SERS spectra was in good agreement with the results of coronary angiography tests when cardiovascular congestion was above 70%. This indicated that the classification sensitivity and specificity were 87.9% and 87.0%, respectively, through identification of the Raman peak at 1509 cm-1.
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