Justin Mathew, Steven D Glassman, Jeffrey L Gum, Mladen Djurasovic, Charles H Crawford, Leah Y Carreon
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The advent of wearable sensors offers the opportunity to measure imbalance in patients when they are away from the clinical setting.</p><p><strong>Purpose: </strong>To determine if wearable sensors provide quantitative Romberg test data comparable to that of using a force plate.</p><p><strong>Study design: </strong>Prospective longitudinal cohort.</p><p><strong>Patient sample: </strong>Subjects with CSM scheduled for surgery.</p><p><strong>Outcome measure: </strong>Quantitative Romberg test.</p><p><strong>Methods: </strong>Patients scheduled for surgical treatment of CSM underwent Romberg testing on a force plate with wearable sensors placed at the C7 level. Data on force plate displacement (measured in mm of displacement) was compared to motion data from the wearable sensor (measured in degrees of angular displacement).</p><p><strong>Results: </strong>Data was collected on 48 patients, mean age of 57.77 years, mean BMI of 31.69 kg/m<sup>2</sup>, with 23 (48%) females. There were strong statistically significant correlations between data from the force plate and from the wearable sensor with eyes closed for total lateral motion (r=0.766, p<.001), total path travelled (r=0.658, p<.001) and maximum lateral sway (r=0.800, p<.001) CONCLUSION: Wearable sensors present a growing subset of remote digital health technology to gather biomechanical gait and stance data. The results of this study suggest the feasibility of using sensors to quantify CSM severity. These data can elucidate the disease course and manifestations of conditions like CSM and may drive diagnostic and therapeutic decisions in the future.</p>","PeriodicalId":49484,"journal":{"name":"Spine Journal","volume":" ","pages":""},"PeriodicalIF":4.7000,"publicationDate":"2025-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Wearable sensors: a valid tool for quantifying cervical spondylotic myelopathy (CSM).\",\"authors\":\"Justin Mathew, Steven D Glassman, Jeffrey L Gum, Mladen Djurasovic, Charles H Crawford, Leah Y Carreon\",\"doi\":\"10.1016/j.spinee.2025.04.024\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background context: </strong>Though nearly ubiquitous in testing for cervical spondylotic myelopathy (CSM), the conventional Romberg test is constrained by its binary nature. Differentiating which patients have mild cases from those who require surgery more urgently is challenging without objective metrics. The recent advance of performing a Romberg test on a force plate enables a more granular measure of imbalance in patients with CSM. Nonetheless, the use of force plates limits the amount of patient data that can be collected and the setting in which they can be collected. The advent of wearable sensors offers the opportunity to measure imbalance in patients when they are away from the clinical setting.</p><p><strong>Purpose: </strong>To determine if wearable sensors provide quantitative Romberg test data comparable to that of using a force plate.</p><p><strong>Study design: </strong>Prospective longitudinal cohort.</p><p><strong>Patient sample: </strong>Subjects with CSM scheduled for surgery.</p><p><strong>Outcome measure: </strong>Quantitative Romberg test.</p><p><strong>Methods: </strong>Patients scheduled for surgical treatment of CSM underwent Romberg testing on a force plate with wearable sensors placed at the C7 level. Data on force plate displacement (measured in mm of displacement) was compared to motion data from the wearable sensor (measured in degrees of angular displacement).</p><p><strong>Results: </strong>Data was collected on 48 patients, mean age of 57.77 years, mean BMI of 31.69 kg/m<sup>2</sup>, with 23 (48%) females. There were strong statistically significant correlations between data from the force plate and from the wearable sensor with eyes closed for total lateral motion (r=0.766, p<.001), total path travelled (r=0.658, p<.001) and maximum lateral sway (r=0.800, p<.001) CONCLUSION: Wearable sensors present a growing subset of remote digital health technology to gather biomechanical gait and stance data. The results of this study suggest the feasibility of using sensors to quantify CSM severity. 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引用次数: 0
摘要
背景背景:虽然在脊髓型颈椎病(CSM)的检测中几乎无处不在,但传统的Romberg测试受到其二元性的限制。在没有客观指标的情况下,区分哪些患者是轻度病例,哪些患者需要更紧急的手术,是一项挑战。最近在力板上进行Romberg测试的进展使CSM患者的不平衡能够更细致地测量。尽管如此,力板的使用限制了可以收集的患者数据的数量和收集数据的环境。可穿戴传感器的出现提供了在患者离开临床环境时测量不平衡的机会。目的:确定可穿戴传感器是否提供与使用测力板相当的定量Romberg测试数据。研究设计:前瞻性纵向队列。患者样本:计划手术的CSM患者。结果测量:定量Romberg检验。方法:计划手术治疗CSM的患者在C7水平放置可穿戴传感器的力板上进行Romberg测试。将力板位移数据(以毫米位移为单位)与可穿戴传感器的运动数据(以角位移度为单位)进行比较。结果:收集资料48例,平均年龄57.77岁,平均BMI 31.69 kg/m2,其中女性23例(48%)。测力板数据与闭眼时可穿戴传感器数据之间有很强的统计学显著相关性(r=0.766, p
Wearable sensors: a valid tool for quantifying cervical spondylotic myelopathy (CSM).
Background context: Though nearly ubiquitous in testing for cervical spondylotic myelopathy (CSM), the conventional Romberg test is constrained by its binary nature. Differentiating which patients have mild cases from those who require surgery more urgently is challenging without objective metrics. The recent advance of performing a Romberg test on a force plate enables a more granular measure of imbalance in patients with CSM. Nonetheless, the use of force plates limits the amount of patient data that can be collected and the setting in which they can be collected. The advent of wearable sensors offers the opportunity to measure imbalance in patients when they are away from the clinical setting.
Purpose: To determine if wearable sensors provide quantitative Romberg test data comparable to that of using a force plate.
Study design: Prospective longitudinal cohort.
Patient sample: Subjects with CSM scheduled for surgery.
Outcome measure: Quantitative Romberg test.
Methods: Patients scheduled for surgical treatment of CSM underwent Romberg testing on a force plate with wearable sensors placed at the C7 level. Data on force plate displacement (measured in mm of displacement) was compared to motion data from the wearable sensor (measured in degrees of angular displacement).
Results: Data was collected on 48 patients, mean age of 57.77 years, mean BMI of 31.69 kg/m2, with 23 (48%) females. There were strong statistically significant correlations between data from the force plate and from the wearable sensor with eyes closed for total lateral motion (r=0.766, p<.001), total path travelled (r=0.658, p<.001) and maximum lateral sway (r=0.800, p<.001) CONCLUSION: Wearable sensors present a growing subset of remote digital health technology to gather biomechanical gait and stance data. The results of this study suggest the feasibility of using sensors to quantify CSM severity. These data can elucidate the disease course and manifestations of conditions like CSM and may drive diagnostic and therapeutic decisions in the future.
期刊介绍:
The Spine Journal, the official journal of the North American Spine Society, is an international and multidisciplinary journal that publishes original, peer-reviewed articles on research and treatment related to the spine and spine care, including basic science and clinical investigations. It is a condition of publication that manuscripts submitted to The Spine Journal have not been published, and will not be simultaneously submitted or published elsewhere. The Spine Journal also publishes major reviews of specific topics by acknowledged authorities, technical notes, teaching editorials, and other special features, Letters to the Editor-in-Chief are encouraged.