Instrumented insoles for assessment of gait in patients with vestibular schwannoma

被引:1
作者
Leong, Stephen [1 ]
Teh, Bing M. [2 ,3 ]
Duong, Ton [4 ]
Hu, Diane [1 ]
Chui, Alexander [5 ]
Chen, Jocelyn S. [6 ]
Sisti, Michael B. [2 ,7 ,8 ]
Wang, Tony J. C. [7 ,8 ]
Zanotto, Damiano [4 ]
Lalwani, Anil K. [1 ,2 ,9 ]
机构
[1] Columbia Univ, Vagelos Coll Phys & Surg, Irving Med Ctr, New York, NY 10032 USA
[2] New York Presbyterian Columbia Univ, Dept Otolaryngol Head & Neck Surg, Irving Med Ctr, New York, NY 10032 USA
[3] Monash Univ, Fac Med Nursing and Hlth Sci, Dept Otolaryngol Head & Neck Surg, Monash Hlth, Clayton, Vic, Australia
[4] Stevens Inst Technol, Dept Mech Engn, Hoboken, NJ USA
[5] Columbia Univ, Dept Biol Sci, New York, NY USA
[6] Columbia Univ, Dept Biomed Engn, New York, NY USA
[7] New York Presbyterian Columbia Univ, Dept Neurol Surg, Irving Med Ctr, New York, NY USA
[8] New York Presbyterian Columbia Univ, Dept Radiat Oncol, Irving Med Ctr, New York, NY USA
[9] Columbia Univ, Dept Mech Engn, New York, NY 10032 USA
来源
WEARABLE TECHNOLOGIES | 2023年 / 4卷
关键词
Sensors; soft wearable robotics; vestibular schwannoma; vestibular dysfunction; OLDER-ADULTS; NORMATIVE VALUES; SPEED; VARIABILITY; INSTABILITY; RELIABILITY; BALANCE; WALKING; PEOPLE; FALLS;
D O I
10.1017/wtc.2023.11
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background Imbalance and gait disturbances are common in patients with vestibular schwannoma (VS) and can result in significant morbidity. Current methods for quantitative gait analysis are cumbersome and difficult to implement. Here, we use custom-engineered instrumented insoles to evaluate the gait of patients diagnosed with VS.Methods Twenty patients with VS were recruited from otology, neurosurgery, and radiation oncology clinics at a tertiary referral center. Functional gait assessment (FGA), 2-minute walk test (2MWT), and uneven surface walk test (USWT) were performed. Custom-engineered instrumented insoles, equipped with an 8-cell force sensitive resistor (FSR) and a 9-degree-of-freedom inertial measurement unit (IMU), were used to collect stride-by-stride spatiotemporal gait parameters, from which mean values and coefficients of variation (CV) were determined for each patient.Results FGA scores were significantly correlated with gait metrics obtained from the 2MWT and USWT, including stride length, stride velocity, normalized stride length, normalized stride velocity, stride length CV, and stride velocity CV. Tumor diameter was negatively associated with stride time and swing time on the 2MWT; no such association existed between tumor diameter and FGA or DHI.Conclusions Instrumented insoles may unveil associations between VS tumor size and gait dysfunction that cannot be captured by standardized clinical assessments and self-reported questionnaires.
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页数:11
相关论文
共 47 条
[1]   Head Impulse Test Abnormalities and Influence on Gait Speed and Falls in Older Individuals [J].
Agrawal, Yuri ;
Davalos-Bichara, Marcela ;
Zuniga, Maria Geraldine ;
Carey, John P. .
OTOLOGY & NEUROTOLOGY, 2013, 34 (09) :1729-1735
[2]   Gait instability caused by vestibular disorders - Analysis by tactile sensor [J].
Angunsri, Nakarin ;
Ishikawa, Kazuo ;
Yin, Min ;
Omi, Eigo ;
Shibata, Yutaka ;
Saito, Takashi ;
Itasaka, Yoshiaki .
AURIS NASUS LARYNX, 2011, 38 (04) :462-468
[3]   Reduced vestibular function is associated with longer, slower steps in healthy adults during normal speed walking [J].
Anson, E. ;
Pineault, K. ;
Bair, W. ;
Studenski, S. ;
Agrawal, Y. .
GAIT & POSTURE, 2019, 68 :340-345
[4]   Two-year changes in gait variability in community-living older adults [J].
Bogen, Bard ;
Aaslund, Mona Kristin ;
Ranhoff, Anette Hylen ;
Moe-Nilssen, Rolf .
GAIT & POSTURE, 2019, 72 :142-147
[5]   Two-Minute Walk Test Performance by Adults 18 to 85 Years: Normative Values, Reliability, and Responsiveness [J].
Bohannon, Richard W. ;
Wang, Ying-Chih ;
Gershon, Richard C. .
ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 2015, 96 (03) :472-477
[6]   Prognostic value of usual gait speed in well-functioning older people-results from the health, aging and body composition study [J].
Cesari, M ;
Kritchevsky, SB ;
Penninx, BWHJ ;
Nicklas, BJ ;
Simonsick, EM ;
Newman, AB ;
Tylavsky, FA ;
Brach, JS ;
Satterfield, S ;
Bauer, DC ;
Visser, M ;
Rubin, SM ;
Harris, TB ;
Pahor, M .
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2005, 53 (10) :1675-1680
[7]   Change of gait after unilateral vestibular neuritis: a prospective longitudinal observation study [J].
Chae, Sung-won ;
Song, Jae-Jun ;
Kim, Woo-Sub .
SCIENTIFIC REPORTS, 2021, 11 (01)
[8]   Ecological Validation of Machine Learning Models for Spatiotemporal Gait Analysis in Free-Living Environments Using Instrumented Insoles [J].
Duong, Ton T. H. ;
Uher, David ;
Montes, Jacqueline ;
Zanotto, Damiano .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 7 (04) :10834-10841
[9]   Gaussian Process Regression for COP Trajectory Estimation in Healthy and Pathological Gait Using Instrumented Insoles [J].
Duong, Ton T. H. ;
Uher, David ;
Young, Sally Dunaway ;
Duong, Tina ;
Sangco, Monica ;
Cornett, Kayla ;
Montes, Jacqueline ;
Zanotto, Damiano .
2021 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2021, :9548-9553
[10]  
Duong TTH, 2020, P IEEE RAS-EMBS INT, P715, DOI 10.1109/BioRob49111.2020.9224273