Analysis between ECG and respiration signals in type II diabetic patients in the UAE

Thuraia M. Alkhoori, Habiba S. Alsafar, A. Khandoker
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引用次数: 1

Abstract

This study presents the first successful preliminary attempt to directly investigate the interactions of power spectra of electrocardiography (ECG) and respiration signals of patients with type II diabetes by coherence analysis. Also the interactions comparing angiotensin converting enzyme (ACE) genotyping groups. ECG and Respiration signals were collected from 43 non-diabetic healthy subjects and 55 patients with type II diabetes in the United Arab Emirates. Coherence between two signals over different frequency bands (0-0.4 Hz) were calculated for very low frequency (VLF: 0.003-0.04 Hz), low frequency (LF: 0.04-0.15Hz) and high frequency (HF: 0.15-0.4 Hz). Overall coherence of ECG and Respiration in HF band is higher in control group than that in the diabetic patients group. A significant (p=0.0162 and p=0.001 after age correction) difference of coherence in the range of 0.15-4 Hz was found between the two groups. Significant HF results for genotyping ACE groups with (p=0.002) were reported after correction for age. The results could be useful in detecting cardiovascular complications to characterize why diabetes population has a high incidence of heart disease. The genotyping analysis could be used for personalizing the diagnosis.
阿联酋2型糖尿病患者的心电图和呼吸信号分析
本研究首次成功地通过相干分析直接研究了2型糖尿病患者心电图(ECG)功率谱与呼吸信号的相互作用。血管紧张素转换酶(ACE)基因分型组的相互作用比较。收集了43名非糖尿病健康受试者和55名阿拉伯联合酋长国II型糖尿病患者的心电图和呼吸信号。计算了两个信号在不同频段(0-0.4 Hz)上的相干性,分别为极低频(VLF: 0.003-0.04 Hz)、低频(LF: 0.04-0.15Hz)和高频(HF: 0.15-0.4 Hz)。对照组患者HF波段心电图和呼吸的整体一致性高于糖尿病患者组。两组在0.15 ~ 4 Hz范围内的相干性差异显著(经年龄校正p=0.0162和p=0.001)。年龄校正后,ACE基因分型组的HF结果显著(p=0.002)。该结果可能有助于检测心血管并发症,以确定糖尿病人群心脏病发病率高的原因。基因分型分析可用于个性化诊断。
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