基于多元线性回归时域分析方法的糖尿病患者桡动脉脉搏波年龄相关性评估

IF 4.3 3区 工程技术 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY
Bensen Li , Yicheng Lu , Xuehang Sun , Xiabo Chen , Wenbo Gong , Fuxing Miao
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引用次数: 0

摘要

全球糖尿病发病率逐年上升。约 10% 的成年人受到影响。本研究以中医为基础,建立了桡动脉 "存"、"关"、"奇 "脉搏波特征参数的多元线性回归(MLR)时域分析模型,以评估糖尿病。通过脉搏仪采集糖尿病受试者的脉搏信号。由中医师确定 CUN、Guan 和 CHI 的位置,并对所有脉搏信号进行归一化处理。利用 100 名男性和 100 名女性患者的测量数据,建立了一种提取脉搏波特征参数的新时域分析方法,称为等压脉搏传输时间(EP-PTT)。在上述样本中,男性和女性糖尿病患者的 EP-PTT 有所不同,男性糖尿病患者的 EP-PTT 小于女性糖尿病患者。根据 CUN、GUAN 和 CHI 信号,EP-PTT1 和 EP-PTT6 与预测年龄相关,两者呈线性负相关(P < 0.05)。女性糖尿病受试者的 EP-PTTi(i = 2、3、4)与年龄呈线性相关,且均为正相关(P <;0.05)。这些观察结果与健康对照组的观察结果明显不同。糖尿病受试者的 CUN、Guan 和 CHI 脉搏波形可以探索糖尿病受试者年龄与 EP-PTT 的关系。初步研究结果将为基于桡动脉CUN、GUAN和CHI脉搏信号的2型糖尿病评估提供基础数据,所提出的新分析方法可用于评估2型糖尿病。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Radial artery pulse wave age-related assessment for diabetic patients based on multiple linear regression time domain analysis method

The global incidence of diabetes increases yearly. About 10 % of adults are affected. This study established a multiple linear regression (MLR) time domain analysis model of radial artery pulse wave characteristic parameters in CUN, GUAN and CHI based on traditional Chinese medicine (TCM) to assess diabetes. Pulse signals of diabetic subjects were collected by a pulse instrument. The locations of CUN, GUAN and CHI were determined by a TCM practitioner, and all pulse signals were normalized. Measurement data from 100 male and 100 female patients were used to establish a new time domain analysis method for extracting pulse wave characteristic parameters called equal pressure pulse transit time (EP-PTT). For these mentioned samples, the EP-PTT is different for male and female diabetic subjects, it was smaller for male diabetic subjects than those of female diabetic subjects. EP-PTT1 and EP-PTT6 are relevant to predicting age based on CUN, GUAN and CHI signals, which showed a linear negative correlation (P < 0.05). The EP-PTTi (i = 2, 3, 4) of female diabetic subjects are linearly correlated with age, and all of these are positively correlated (P < 0.05). These observations were clearly different from observations in healthy controls. The pulse waveform of CUN, GUAN and CHI of diabetic subjects can explore the relationship between the age of diabetic subjects and EP-PTT. The preliminary findings will provide foundational data for type 2 diabetes assessment based on CUN, GUAN and CHI pulse signals of radial artery, and the proposed new analysis method can be used for assessing type 2 diabetes.

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来源期刊
Extreme Mechanics Letters
Extreme Mechanics Letters Engineering-Mechanics of Materials
CiteScore
9.20
自引率
4.30%
发文量
179
审稿时长
45 days
期刊介绍: Extreme Mechanics Letters (EML) enables rapid communication of research that highlights the role of mechanics in multi-disciplinary areas across materials science, physics, chemistry, biology, medicine and engineering. Emphasis is on the impact, depth and originality of new concepts, methods and observations at the forefront of applied sciences.
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