Reyzelman Alexander M, Koelewyn Kristopher, Murphy Maryam, Shen Xuening, Yu E, Pillai Raji, Fu Jie, Scholten Henk Jan, Ma Ran
California School of Podiatric Medicine, Samuel Merritt University, San Francisco, CA, United States.
Northport VA Medical Center, Northport, CA, United States.
J Med Internet Res. 2018 Dec 17;20(12):e12460. doi: 10.2196/12460.
Over 30 million people in the United States (over 9%) have been diagnosed with diabetes. About 25% of people with diabetes will experience a diabetic foot ulcer (DFU) in their lifetime. Unresolved DFUs may lead to sepsis and are the leading cause of lower-limb amputations. DFU rates can be reduced by screening patients with diabetes to enable risk-based interventions. Skin temperature assessment has been shown to reduce the risk of foot ulceration. While several tools have been developed to measure plantar temperatures, they only measure temperature once a day or are designed for clinic use only. In this report, wireless sensor-embedded socks designed for daily wear are introduced, which perform continuous temperature monitoring of the feet of persons with diabetes in the home environment. Combined with a mobile app, this wearable device informs the wearer about temperature increases in one foot relative to the other, to facilitate early detection of ulcers and timely intervention.
A pilot study was conducted to assess the accuracy of sensors used in daily wear socks, obtain user feedback on how comfortable sensor-embedded socks were for home use, and examine whether observed temperatures correlated with clinical observations.
Temperature accuracy of sensors was assessed both prior to incorporation in the socks, as well as in the completed design. The measured temperatures were compared to the reference standard, a high-precision thermostatic water bath in the range 20°C-40°C. A total of 35 patients, 18 years of age and older, with diabetic peripheral neuropathy were enrolled in a single-site study conducted under an Institutional Review Board-approved protocol. This study evaluated the usability of the sensor-embedded socks and correlated the observed temperatures with clinical findings.
The temperatures measured by the stand-alone sensors were within 0.2°C of the reference standard. In the sensor-embedded socks, across multiple measurements for each of the six sensors, a high agreement (R=1) between temperatures measured and the reference standard was observed. Patients reported that the socks were easy to use and comfortable, ranking them at a median score of 9 or 10 for comfort and ease of use on a 10-point scale. Case studies are presented showing that the temperature differences observed between the feet were consistent with clinical observations.
We report the first use of wireless continuous temperature monitoring for daily wear and home use in patients with diabetes and neuropathy. The wearers found the socks to be no different from standard socks. The temperature studies conducted show that the sensors used in the socks are reliable and accurate at detecting temperature and the findings matched clinical observations. Continuous temperature monitoring is a promising approach as an early warning system for foot ulcers, Charcot foot, and reulceration.
在美国,超过3000万人(超过9%)被诊断患有糖尿病。约25%的糖尿病患者一生中会发生糖尿病足溃疡(DFU)。未解决的DFU可能导致败血症,是下肢截肢的主要原因。通过对糖尿病患者进行筛查以实施基于风险的干预措施,可以降低DFU发生率。皮肤温度评估已被证明可降低足部溃疡风险。虽然已经开发了几种工具来测量足底温度,但它们每天只测量一次温度,或者仅设计用于临床。在本报告中,介绍了专为日常穿着设计的嵌入无线传感器的袜子,其可在家庭环境中对糖尿病患者的足部进行连续温度监测。结合移动应用程序,这种可穿戴设备可告知穿戴者一只脚相对于另一只脚的温度升高情况,以便于早期发现溃疡并及时干预。
进行一项试点研究,以评估日常穿着袜子中使用的传感器的准确性,获得用户对嵌入传感器的袜子在家中使用舒适度的反馈,并检查观察到的温度与临床观察结果是否相关。
在将传感器纳入袜子之前以及在完整设计中均评估了传感器的温度准确性。将测量的温度与参考标准(20°C至40°C范围内的高精度恒温水箱)进行比较。共有35名18岁及以上患有糖尿病周围神经病变的患者参加了一项在机构审查委员会批准的方案下进行的单中心研究。本研究评估了嵌入传感器的袜子的可用性,并将观察到的温度与临床发现相关联。
独立传感器测量的温度与参考标准相差在0.2°C以内。在嵌入传感器的袜子中,对六个传感器中的每一个进行多次测量时,观察到测量温度与参考标准之间具有高度一致性(R = 1)。患者报告说袜子易于使用且舒适,在10分制的舒适度和易用性评分中,中位数得分分别为9分或10分。给出的案例研究表明,双脚之间观察到的温度差异与临床观察结果一致。
我们报告了首次将无线连续温度监测用于糖尿病和神经病变患者的日常穿着和家庭使用。穿戴者发现这些袜子与标准袜子没有区别。进行的温度研究表明,袜子中使用的传感器在检测温度方面可靠且准确,并且研究结果与临床观察结果相符。连续温度监测作为足部溃疡、夏科氏足和再溃疡的预警系统是一种很有前景的方法。