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l-DOPA and Freezing of Gait in Parkinson’s Disease: Objective Assessment through a Wearable Wireless System

机译:l-DOPA和帕金森氏病步态冻结:通过可穿戴无线系统的客观评估

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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.
机译:步态冻结(FOG)是帕金森氏病(PD)跌倒和骨折的主要原因。 FOG的发作性且相当不可预测的发生,再加上这种步态障碍对1-DOPA的可变反应,使得对FOG严重性的客观评估成为PD患者治疗管理中的主要临床挑战。这项研究的目的是通过新的可穿戴系统在临床上和客观上对有或无FOG的PD患者的步态进行检查和比较。我们还评估了有和没有FOG患者的l-DOPA对FOG严重程度和特定的时空步态参数的影响。为此,我们招募了28例FOG患者,16例无FOG患者和16名健康受试者。在所有参与者中,在改进的3-m定时出门(TUG)测试中,通过视频记录对步态进行了临床评估,并通过可穿戴无线系统客观地评估了步态。所有患者均在多巴胺能治疗(开和关治疗)下进行改良TUG试验。通过将仪器数据与基于离线视频记录的FOG的临床鉴定进行比较,我们还评估了可穿戴系统在灵敏度,特异性,阳性和阴性预测值以及最终准确性方面自动检测FOG的性能。与没有FOG的患者相比,FOG患者的TUG持续时间长于对照组。 l-DOPA主要通过减少FOG持续时间和增加特定的时空步态参数来显着改善PD患者,尤其是FOG患者的步态。最后,自动FOG检测中的整个无线系统性能具有出色的灵敏度(93.41%),特异性(98.51%),阳性预测值(89.55%),阴性预测值(97.31%)和最终准确性(98.51%) 。总体而言,我们的研究提供了有关I-DOPA对FOG严重性和特定时空步态参数的有益影响的新信息,这是通过可穿戴的感觉系统客观测量的。本文报道的算法可能为客观,长期感知PD患者的FOG发作打开了大门。

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