L-DOPA and Freezing of gait in Parkinson's Disease: Objective assessment through a Wearable Wireless system

被引:63
|
作者
Suppa, Antonio [1 ,2 ]
Kita, Ardian [3 ]
Leodori, Giorgio [1 ]
Zampogna, Alessandro [1 ]
Nicolini, Ettore [1 ]
Lorenzi, Paolo [3 ]
Rao, Rosario [3 ]
Irrera, Fernanda [3 ]
机构
[1] Sapienza Univ Rome, Dept Neurol & Psychiat, Rome, Italy
[2] IRCCS Neuromed Inst, Pozzilli, Italy
[3] Sapienza Univ Rome, Dept Informat Engn Elect & Telecommun, Rome, Italy
来源
FRONTIERS IN NEUROLOGY | 2017年 / 8卷
关键词
Parkinson's disease; freezing of gait; wireless sensors; L-DOPA; inertial measurement unit; gait analysis; GO TEST; CLINICAL-ASSESSMENT; PRACTICAL METHOD; RATING-SCALE; LEVODOPA; PATHOGENESIS; DISORDERS; WALKING; PEOPLE; IMPACT;
D O I
10.3389/fneur.2017.00406
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Freezing of gait (FOG) is a leading cause of falls and fractures in Parkinson's disease (PD). The episodic and rather unpredictable occurrence of FOG, coupled with the variable response to L-DOPA of this gait disorder, makes the objective evaluation of FOG severity a major clinical challenge in the therapeutic management of patients with PD. The aim of this study was to examine and compare gait, clinically and objectively, in patients with PD, with and without FOG, by means of a new wearable system. We also assessed the effect of L-DOPA on FOG severity and specific spatiotemporal gait parameters in patients with and without FOG. To this purpose, we recruited 28 patients with FOG, 16 patients without FOG, and 16 healthy subjects. In all participants, gait was evaluated clinically by video recordings and objectively by means of the wearable wireless system, during a modified 3-m Timed Up and Go (TUG) test. All patients performed the modified TUG test under and not under dopaminergic therapy (ON and OFF therapy). By comparing instrumental data with the clinical identification of FOG based on offline video-recordings, we also assessed the performance of the wearable system to detect FOG automatically in terms of sensitivity, specificity, positive and negative predictive values, and finally accuracy. TUG duration was longer in patients than in controls, and the amount of gait abnormalities was prominent in patients with FOG compared with those without FOG. L-DOPA improved gait significantly in patients with PD and particularly in patients with FOG mainly by reducing FOG duration and increasing specific spatiotemporal gait parameters. Finally, the overall wireless system performance in automatic FOG detection was characterized by excellent sensitivity (93.41%), specificity (98.51%), positive predictive value (89.55%), negative predictive value (97.31%), and finally accuracy (98.51%). Our study overall provides new information on the beneficial effect of L-DOPA on FOG severity and specific spatiotemporal gait parameters as objectively measured by a wearable sensory system. The algorithm here reported potentially opens to objective long-time sensing of FOG episodes in patients with PD.
引用
收藏
页数:14
相关论文
共 50 条
  • [11] L-dopa therapy for Parkinson's disease: Past, present, and future
    Nagatsu, Toshiharu
    Sawada, Makoto
    PARKINSONISM & RELATED DISORDERS, 2009, 15 : S3 - S8
  • [12] Objective measures to investigate turning impairments and freezing of gait in people with Parkinson's disease
    Bertoli, Matilde
    Della Croce, Ugo
    Cereatti, Andrea
    Mancini, Martina
    GAIT & POSTURE, 2019, 74 : 187 - 193
  • [13] Duration of L-dopa and dopamine agonist monotherapy in Parkinson's disease
    Nissen, T.
    Newman, E. J.
    Grosset, K. A.
    Daghem, M.
    Pal, G.
    Stewart, M.
    Odin, P.
    Macphee, G. J.
    Grosset, D. G.
    SCOTTISH MEDICAL JOURNAL, 2012, 57 (04) : 217 - 220
  • [14] Feasibility Study of a Wearable System Based on a Wireless Body Area Network for Gait Assessment in Parkinson's Disease Patients
    Cancela, Jorge
    Pastorino, Matteo
    Arredondo, Maria T.
    Nikita, Konstantina S.
    Villagra, Federico
    Pastor, Maria A.
    SENSORS, 2014, 14 (03): : 4618 - 4633
  • [15] A Wearable, Patient-Adaptive Freezing of Gait Detection System for Biofeedback Cueing in Parkinson's Disease
    Miko, Val
    Heng, Chun-Huat
    Tay, Arthur
    Yen, Shih-Cheng
    Chia, Nicole Shuang Yu
    Koh, Karen Mui Ling
    Tan, Dawn May Leng
    Au, Wing Lok
    IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 13 (03) : 503 - 515
  • [16] Detection and prediction of freezing of gait with wearable sensors in Parkinson’s disease
    Wei Zhang
    Hong Sun
    Debin Huang
    Zixuan Zhang
    Jinyu Li
    Chan Wu
    Yingying Sun
    Mengyi Gong
    Zhi Wang
    Chao Sun
    Guiyun Cui
    Yuzhu Guo
    Piu Chan
    Neurological Sciences, 2024, 45 : 431 - 453
  • [17] Parkinson's disease, L-DOPA, and endogenous morphine: A revisit
    Stefano, George B.
    Mantione, Kirk J.
    Kralickova, Milena
    Ptacek, Radek
    Kuzelova, Hana
    Esch, Tobias
    Kream, Richard M.
    MEDICAL SCIENCE MONITOR, 2012, 18 (08): : RA133 - RA137
  • [18] Impacts of freezing of gait on forward and backward gait in Parkinson's disease
    Son, Minji
    Cheon, Sang-Myung
    Youm, Changhong
    Kim, Youkyung
    Kim, Jae Woo
    GAIT & POSTURE, 2018, 61 : 320 - 324
  • [19] Characterizing Freezing of Gait Episodes for Parkinson's Disease Using a Wearable Device Quantifying Gait and Posture
    Pallavi, Priya
    Patel, Niravkumar
    Kanetkar, Manasi
    Lahiri, Uttama
    JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2023, 43 (03) : 266 - 277
  • [20] Molecular Effects of L-dopa Therapy in Parkinson's Disease
    Dorszewska, Jolanta
    Prendecki, Michal
    Lianeri, Margarita
    Kozubski, Wojciech
    CURRENT GENOMICS, 2014, 15 (01) : 11 - 17