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探索连续足底温度监测在糖尿病足健康管理中的价值:观察性前瞻性队列研究。

Exploring the Value of Continuous Plantar Temperature Monitoring for Diabetic Foot Health Management: Observational, Prospective Cohort Study.

作者信息

Hajizadeh Maryam, Matijevich Emily, Bray Emily, Minty Evan, Liden Brock

机构信息

Orpyx Medical Technologies, 1240 20 Ave SE Suite 205, Calgary, AB, T2G 1M8, Canada, 1 5146638551.

Department of Medicine, University of Calgary, Calgary, AB, Canada.

出版信息

JMIR Mhealth Uhealth. 2025 Sep 12;13:e73187. doi: 10.2196/73187.

Abstract

BACKGROUND

Diabetic foot ulcers (DFUs) are a life-changing complication of diabetes. There is increasing evidence that remote plantar temperature monitoring can reduce the recurrence of DFUs. Monitoring of foot temperature once a day is the current guideline for identifying early signs of foot inflammation. However, single readings of physiological signals can increase the risk of misdiagnosis when the signals fluctuate throughout the day.

OBJECTIVE

The aim of this study was to evaluate whether intraday temperature asymmetry signals were stable or varied as a function of time in individuals at risk of DFUs.

METHODS

In total, 64 participants with diabetes (mean age 68, SD 13.8 y) were provided with multimodal sensory insoles (Orpyx Sensory Insoles) to monitor continuous temperature data at a frequency of once per minute at 5 plantar locations in a 90-day study window. The augmented Dickey-Fuller test was used to determine whether the temperature asymmetry signals were stationary (ie, indicating constant mean and variance over time) or nonstationary (ie, indicating time-varying behaviors or trends in the signal).

RESULTS

The study included 43 participants, 1080 data days, and 5400 contralateral temperature asymmetry signals. Most (4428/5400, 82%) of the temperature asymmetry signals were nonstationary, with intraday fluctuations likely influenced by physiological and environmental factors. Of the nonstationary signals, nearly half (1948/4428, 44%) fluctuated above and below the concerning asymmetry threshold of 2.2 °C. The intraday variability underscores the potential for false-positive and false-negative hot spot detection with once-daily measurements. Substantial variability was observed in stationarity patterns both within and across participants. Notably, concerning asymmetries in nonstationary signals occurred at different time points across participants, measurement windows, and days.

CONCLUSIONS

Our findings highlight the value of continuous plantar temperature monitoring for diabetic foot health management, relative to once-daily measurements. Several repeated measurements throughout the day increase confidence with regard to the accuracy of observed plantar physiology trends. Continuous monitoring may improve the accuracy of plantar temperature measurement, unlock new diagnostic capabilities, and support personalized care.

摘要

背景

糖尿病足溃疡(DFU)是一种改变生活的糖尿病并发症。越来越多的证据表明,远程足底温度监测可降低DFU的复发率。每天监测一次足部温度是目前识别足部炎症早期迹象的指南。然而,当生理信号在一天中波动时,单次读取生理信号会增加误诊风险。

目的

本研究的目的是评估DFU风险个体的日内温度不对称信号是否稳定或随时间变化。

方法

在一项为期90天的研究中,总共64名糖尿病患者(平均年龄68岁,标准差13.8岁)配备了多模式传感鞋垫(Orpyx传感鞋垫),以每分钟一次的频率在足底5个位置监测连续温度数据。使用增强迪基-富勒检验来确定温度不对称信号是平稳的(即表明均值和方差随时间恒定)还是非平稳的(即表明信号中的时变行为或趋势)。

结果

该研究纳入了43名参与者、1080个数据日和5400个对侧温度不对称信号。大多数(4428/5400,82%)温度不对称信号是非平稳的,日内波动可能受生理和环境因素影响。在非平稳信号中,近一半(1948/4428,44%)在2.2℃的相关不对称阈值上下波动。日内变异性凸显了每日一次测量时热点检测出现假阳性和假阴性的可能性。在参与者内部和参与者之间的平稳性模式中均观察到显著变异性。值得注意的是,非平稳信号中的相关不对称在参与者、测量窗口和日期的不同时间点出现。

结论

我们的研究结果突出了相对于每日一次测量,连续足底温度监测对糖尿病足健康管理的价值。一天中多次重复测量可提高对观察到的足底生理趋势准确性的信心。连续监测可能会提高足底温度测量的准确性,开启新的诊断能力,并支持个性化护理。

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