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Balance Recovery Strategy in Children With and Without Hearing or Visual Impairments. 有听力或视力障碍和无听力或视力障碍儿童的平衡恢复策略。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-09-04 Print Date: 2024-01-01 DOI: 10.1123/mc.2023-0029
Hamed Zarei, Ali Asghar Norasteh, Lauren J Lieberman, Ali Brian

Purpose: The purpose of this study was to examine the balance recovery strategy in children with hearing (HI) and visual impairments (VI) compared with those without these disorders.

Materials and methods: This study featured a cross-sectional design with subjects (N = 45) placed within one of three equally stratified purposive groups (HI, VI, and comparison) within the age range of 9-13 years (mean = 11.43, SD = 1.5). Balance recovery strategy was measured in static and after-perturbation conditions by a four-camera Vicon system used to record three-dimensional lower body kinematic data. A repeated-measures analysis of variance (3 × 2, Group × Condition) was utilized to analyze data. Significance was set at p ≤ .05.

Results: In the static condition, the results of the study showed that there was no significant difference between the groups in the ankle joint sway (p > .05). In hip joint sway, VI children had greater sway compared with comparison (p = .001) and HI children (p = .02). Also, HI children had greater sways than comparison (p = .02). In the after-perturbation condition, the results showed that VI children had greater sway in the hip and ankle joints than HI children (p = .001) and comparison (p = .001) to restore and maintain balance.

Conclusion: It seems that comparison as well as higher proportion VI children use a hip strategy to maintain and restore balance. Also, it seems that HI children use a different strategy (ankle strategy) to maintain and restore balance compared with comparison and VI children.

目的:本研究旨在考察听力障碍(HI)和视力障碍(VI)儿童与无听力障碍和视力障碍儿童的平衡恢复策略:本研究采用横断面设计,将受试者(N = 45)分为三组(听障组、视障组和对比组),每组年龄在 9-13 岁之间(平均值 = 11.43,标准差 = 1.5)。平衡恢复策略是在静态和扰动后条件下通过四摄像头 Vicon 系统记录下半身三维运动学数据进行测量的。数据分析采用重复测量方差分析(3 × 2,组别 × 条件)。显著性设定为 p≤ .05:结果:在静态条件下,研究结果表明,各组之间在踝关节摇摆方面没有显著差异(p > .05)。在髋关节摇摆方面,VI 儿童的摇摆幅度大于对比组(p = 0.001)和 HI 儿童(p = 0.02)。此外,HI 儿童的摇摆幅度也比对比组大(p = .02)。在扰动后的条件下,结果显示在恢复和保持平衡方面,VI 儿童的髋关节和踝关节比 HI 儿童(p = .001)和对比儿童(p = .001)有更大的摇摆:结论:在保持和恢复平衡时,对比组和更高比例的 VI 儿童似乎都使用髋关节策略。此外,与对比组和 VI 组儿童相比,HI 组儿童似乎使用不同的策略(踝关节策略)来保持和恢复平衡。
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引用次数: 0
Use of Target Information for Preparing Initial Motor Command of Target Force Production Task. 利用目标信息编制目标部队生产任务的初始机动指令。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-08-29 Print Date: 2023-10-01 DOI: 10.1123/mc.2023-0023
Koichi Hiraoka, Keita Hashimoto, Takumi Fukuchi

The present study examined how humans use the target information provided immediately before the onset of motor output to prepare the initial motor command in the target force production task. Twenty healthy individuals participated in this study. A target cursor indicating the target force, and a force cursor indicating the force produced with index finger flexion were presented, and participants produced force in response to the appearance of the force cursor so that it moved toward the target cursor as fast as possible. The rate of force development in a time window of 0-100 ms after the onset of force development, representing the intensity of the initial motor command without online feedback adjustment, was measured. The present findings support the hypotheses that humans use the target information provided immediately before the onset of motor output to prepare the initial motor command, and they simultaneously prepare the initial motor command for the intermediate of multiple potential targets using the information of targets provided in previous trials. Another hypothesis, that humans use the information of the target or motor process of the trial immediately before the current trial to prepare the initial motor command, was not supported.

本研究考察了人类如何使用在运动输出开始前立即提供的目标信息来准备目标部队生产任务中的初始运动命令。20名健康个体参与了这项研究。呈现了指示目标力的目标光标和指示食指弯曲产生的力的力光标,参与者响应力光标的出现产生力,从而使其尽可能快地向目标光标移动。测量力发展开始后0-100ms的时间窗口中的力发展速率,该速率表示没有在线反馈调节的初始电机命令的强度。目前的研究结果支持这样的假设,即人类使用在运动输出开始前立即提供的目标信息来准备初始运动命令,并且他们使用先前试验中提供的目标的信息同时为多个潜在目标的中间物准备初始运动命令。另一种假设是,人类在当前试验之前立即使用试验的目标或运动过程的信息来准备最初的运动命令,但这一假设不被支持。
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引用次数: 0
Increased Risk of Falling in Older Adults When Coordinating Obstacle Avoidance and Grasping. 协调避障和抓握时老年人跌倒风险增加。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-08-26 Print Date: 2023-10-01 DOI: 10.1123/mc.2023-0008
Janine Carvalho Valentino Camargos, Gabriela Vigorito Magalhães, Letícia Munhoz Avellar, Anselmo Frizera, Natalia Madalena Rinaldi

This study aimed to investigate the kinematic changes in obstacle avoidance and prehension tasks performed simultaneously by older adults with a history of falls at different levels of task difficulty. Twenty-six older adults were divided into faller and nonfaller groups. The experimental protocol was divided into two different tasks: walking with obstacle avoidance and walking with obstacle avoidance combined with a reach-to-grasp task. Two types of sensors (Kinect v2 and Leap Motion Controller, respectively) were used to analyze gait and grasp. Fallers presented kinematic changes associated with the grasping task during obstacle avoidance, such as a decrease in the velocity of the center of mass and the step length, an increase in the step width, a decrease in toe-obstacle horizontal distance, and an increase in vertical foot clearance distance, and an increase in movement time in the grasping task compared with nonfallers. To cope with the obstacle avoidance demands of both walking and grasping, fallers turned to a specific sequencing strategy. While slowing down, they attended first to the grasping task and then to crossing the obstacle on the floor.

本研究旨在调查有跌倒史的老年人在不同难度的任务中同时执行避障和抓握任务的运动学变化。26名老年人被分为跌倒组和非跌倒组。实验方案分为两个不同的任务:避障行走和避障行走结合伸手抓地任务。两种类型的传感器(分别为Kinect v2和Leap Motion Controller)用于分析步态和抓握。在避障过程中,跌倒者表现出与抓握任务相关的运动学变化,如质心速度和步长的降低、步长的增加、脚趾障碍物水平距离的减小、垂直足部间隙距离的增加,以及与非跌倒者相比抓握任务中运动时间的增加。为了应对行走和抓握的避障需求,跌倒者转向了一种特定的排序策略。在减速的同时,他们首先完成抓握任务,然后越过地板上的障碍物。
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引用次数: 0
Rating of Perceived Exertion in the First Repetition is Related to the Total Repetitions Performed in Elastic Bands Training. 第一次重复中感知用力的评分与松紧带训练中的总重复次数有关。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-08-01 Print Date: 2023-10-01 DOI: 10.1123/mc.2023-0017
Juan C Colado, Javier Gené-Morales, Pablo Jiménez-Martínez, Jorge Flandez, Ana María Ferri-Caruana, Carlos Babiloni-Lopez

Several devices (e.g., linear transducers) have been used for predicting resistance training intensity. However, subjective scales, such as rating of perceived exertion (RPE), are proposed as reliable and easier-to-use tools for monitoring intensity during resistance training. Accordingly, different perceptive scales have been presented in previous research for monitoring intensity during resistance training with elastic bands. The aim was to assess the accuracy and reliability of RPE for quantifying the potential maximal repetitions that could be performed at a given RPE (from 2 to 8 of 10) obtained in the first repetition. For this purpose, 13 recreationally active participants (age: 26.33 [6.52] years, body mass index: 24.97 [5.08] kg/m2) were involved in two familiarization and two experimental sessions. In each session, participants randomly performed one set at each intensity of the first repetition from 2/10 to 8/10 until volitional failure in three different exercises (fly, military press, and push-press). An individual grip width of the elastic band was chosen in each set. The number of repetitions and heart rate were assessed. Significance level was set at p < .05. Repetitions decreased when intensity increased (p < .01) and heart rate was higher in the global exercise (i.e., push-press; p < .05), but nonsignificant differences between intensities were reported. The level of experience influenced the number of repetitions performed (p < .05). Intersession reliability was set from good to excellent (range: 0.64-0.91). Therefore, the RPE of the first repetition is a relevant and reliable parameter related to the total number of repetitions performed for each RPE value in trained participants enrolled in elastic bands resistance training.

已经使用了几种设备(例如,线性换能器)来预测阻力训练强度。然而,主观量表,如感知用力评级(RPE),被认为是在阻力训练期间监测强度的可靠且易于使用的工具。因此,在先前的研究中,已经提出了不同的感知量表来监测弹性带阻力训练中的强度。目的是评估RPE的准确性和可靠性,以量化在第一次重复中获得的给定RPE(从10次中的2次到8次)下可以进行的潜在最大重复。为此,13名娱乐活动参与者(年龄:26.33[6.52]岁,体重指数:24.97[5.08]kg/m2)参加了两次熟悉和两次实验。在每节课中,参与者在2/10至8/10的第一次重复的每种强度下随机进行一组训练,直到在三种不同的练习(飞行、军事按压和推压)中意志失败。在每组中选择弹性带的单独握持宽度。评估重复次数和心率。显著性水平设定为p<.05。在整体运动中,当强度增加(p<0.01)和心率升高时,重复次数减少(即推压;p<0.05),但强度之间的差异不显著。经验水平影响重复次数(p<0.05)。区间可靠性从良好到优秀(范围:0.64-0.91)。因此,第一次重复的RPE是一个相关且可靠的参数,与参加弹性带阻力训练的受训参与者中每个RPE值的重复总次数有关。
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引用次数: 0
Proprioceptive Acuity Assessment in Multiple Directions Across Multiple Joints in the Upper Limb. 上肢多个关节多个方向的本体感觉敏锐度评估。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-07-28 Print Date: 2023-10-01 DOI: 10.1123/mc.2023-0025
Kai-Qi Zhang, Yan-Xia Li, Na Lv, Qiang Ma, Shu-Jun Zhang, Xi Zhao, Kai Wang, Li Li, Lin Li

Proprioception is essential for precise movement as it helps the body transmit important data about its surroundings to the central nervous system for maintaining body posture and position. This study aimed to investigate the effect of direction and joint angle on upper limb proprioception. Thirty individuals (all males) completed a position reproduction activity in 13 directions and three joint angles. It was discovered that upper limb proprioception is dependent on joint angle, direction, and range of motion. The position reproduction error was found to be dependent on the direction, which had a significantly lower accuracy in the direction with a larger range of motion. In addition, upper limb repositioning errors increased at greater limb elevation angles. Our findings also showed that the joint angle did not significantly affect the absolute error of elbow flexion. With an increase in the elbow flexion, the increase of the gravitational moment of the upper arm and hand coupled with the increase of the muscle arm of the biceps brachii possibly causes slight changes in muscle length perceived by spindles or muscular force perceived by Golgi tendon organs.

本体感觉对精确运动至关重要,因为它有助于身体将周围环境的重要数据传递给中枢神经系统,以保持身体姿势和姿势。本研究旨在探讨方向和关节角度对上肢本体感觉的影响。30只个体(均为雄性)在13个方向和3个关节角度上完成了位置繁殖活动。研究发现,上肢本体感觉与关节角度、方向和运动范围有关。发现位置再现误差取决于方向,该方向在具有较大运动范围的方向上具有显著较低的精度。此外,肢体仰角越大,上肢的重新定位误差就越大。我们的研究结果还表明,关节角度对肘部屈曲的绝对误差没有显著影响。随着肘部屈曲的增加,上臂和手的重力矩的增加,再加上肱二头肌肌臂的增加,可能会导致纺锤体感知的肌肉长度或高尔基肌腱器官感知的肌肉力量发生轻微变化。
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引用次数: 0
Immediate Effects of Real-Time Feedback During Overground Gait Performed Using Inertial Measurement Units on Gait Parameters in Healthy Young Participants: A Cross-Sectional Study. 使用惯性测量单元进行地面步态时实时反馈对健康年轻参与者步态参数的直接影响:一项横断面研究。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-07-24 Print Date: 2023-10-01 DOI: 10.1123/mc.2022-0122
Takasuke Miyazaki, Yasufumi Takeshita, Daichi Shimose, Shogo Kakimoto, Sota Araki, Yuta Matsuzawa, Shobu Nakashima, Yuki Nakai, Masayuki Kawada, Ryoji Kiyama

This cross-sectional study examined the immediate effects of four types of real-time feedback during overground gait performed using inertial measurement units on gait kinematics in healthy young participants. Twelve healthy young participants (mean age: 27.1 years) performed 60-s gait trials with each of the following real-time feedback: walking spontaneously (no feedback trial); increasing the ankle plantar-flexion angle during the late stance (ankle trial); increasing the leg extension angle, defined the location of the ankle joint relative to the hip joint in the sagittal plane, during late stance (leg trial); and increasing the knee flexion angle during the swing phase (knee trial). Tilt angles and accelerations of the pelvis and lower limb segments were measured using seven inertial measurement units pre- and postfeedback trials. The differences in gait parameters pre- and postfeedback according to the types of feedback were compared using one-factor repeated-measures analysis of variance, Friedman test, and post hoc test. Real-time feedback in the ankle trial increased gait speed, step length, and ankle plantar-flexion angle compared to the no feedback trial (p ≤ .001). Meanwhile, real-time feedback in the leg trial increased step length and hip extension angle compared to the no feedback trial (p ≤ .001) and showed a tendency to increase gait speed and leg extension angle. Real-time feedback using inertial measurement units increased gait speed immediately with specific changes in gait kinematics in healthy participants. This study might imply the possibility of clinical application for overground gait training, and further studies are needed to clarify the effectiveness for older people.

这项横断面研究考察了使用惯性测量单元进行地上步态时四种类型的实时反馈对健康年轻参与者步态运动学的直接影响。12名健康的年轻参与者(平均年龄:27.1岁)进行了60秒步态试验,每次都有以下实时反馈:自发行走(无反馈试验);在后期站立期间增加踝跖屈曲角度(踝关节试验);在后期站立(腿部试验)期间,增加腿部伸展角度,该角度定义了踝关节相对于髋关节在矢状面上的位置;以及在摇摆阶段(膝关节试验)期间增加膝关节屈曲角度。使用七个惯性测量单元在反馈前和反馈后试验中测量骨盆和下肢节段的倾角和加速度。根据反馈类型,使用单因素重复测量方差分析、Friedman检验和post-hoc检验比较反馈前和反馈后步态参数的差异。与无反馈试验相比,踝关节试验中的实时反馈增加了步态速度、步长和踝跖屈角(p≤.001)。同时,腿部试验中的即时反馈增加了步长和髋关节伸展角度(p≤0.001),并显示出增加步态速度和腿部伸展角度的趋势。使用惯性测量单元的实时反馈会随着健康参与者步态运动学的特定变化而立即提高步态速度。这项研究可能暗示了地上步态训练在临床上应用的可能性,还需要进一步的研究来阐明其对老年人的有效性。
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引用次数: 0
Judokas Exhibit Short Response Latency Even to Non-Judo-Specific External Perturbation: Insights Into the Involuntary Postural Control Ability in Humans. 柔道即使对非柔道特定的外部扰动也表现出短暂的反应潜伏期:对人类非自愿姿势控制能力的洞察。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-07-19 Print Date: 2023-10-01 DOI: 10.1123/mc.2023-0026
Natsuki Sado, Norihisa Fujii, Eri Nonaka, Terumitsu Miyazaki

Humans experience unanticipated external postural perturbations and recover their posture faster via involuntary responses than voluntary responses. Previous cross-sectional comparisons between athletes and untrained populations have suggested that daily motor experiences can lead to adaptations in the reflex system, but the temporal aspect of this adaptation has been unclear. Here we show that judokas have an earlier muscle activation response to even non-judo-specific external perturbations compared with an untrained population. The response latency to a backward push-and-release type postural perturbation was compared between male judokas (n = 7, career >13 years, ranging from world champions to prefectural competitors) and untrained nonjudokas (n = 7). Latency was defined as the instant of tibialis anterior muscle activity onset. Judokas exhibited shorter latency (20.6 ± 7.1 ms) than nonjudokas (28.3 ± 8.9 ms). The rank order of latency in judokas did not correlate with their competition performance. We suggest that daily training in responding to perturbations might improve some parts of the sensorimotor pathway relating to postural response latency, and that this excellence in involuntary response is independent of athletic performance. The findings provide a novel perspective for understanding postural control ability in humans.

人类经历了意想不到的外部姿势扰动,通过非自愿反应比自愿反应更快地恢复姿势。先前运动员和未经训练人群之间的横断面比较表明,日常运动体验可以导致反射系统的适应,但这种适应的时间方面尚不清楚。在这里,我们发现,与未经训练的人群相比,柔道运动员对非柔道特定的外部扰动的肌肉激活反应更早。比较了男性柔道运动员(n=7,职业生涯>13年,从世界冠军到县选手)和未经训练的非柔道运动员(n=7)对后推后放型姿势扰动的反应潜伏期。潜伏期被定义为胫骨前肌活动开始的瞬间。柔道选手的潜伏期(20.6±7.1ms)短于非柔道选手(28.3±8.9ms)。柔道选手潜伏期的排序与比赛成绩无关。我们认为,应对扰动的日常训练可能会改善与姿势反应潜伏期相关的感觉运动通路的某些部分,并且这种非自愿反应的卓越性与运动表现无关。这些发现为理解人类的姿势控制能力提供了一个新的视角。
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引用次数: 0
Balance Control in Individuals With Visual Impairment: A Systematic Review and Meta-Analysis. 视觉障碍患者的平衡控制:系统综述和荟萃分析。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-07-11 Print Date: 2023-10-01 DOI: 10.1123/mc.2022-0127
Hamed Zarei, Ali Asghar Norasteh, Lauren J Lieberman, Michael W Ertel, Ali Brian

Background: Individuals with visual impairment have balance deficits; therefore, this systematic review aimed to provide comprehensive insights into the balance control of individuals with visual impairments when compared with individuals with full vision.

Methods: Primary sources were obtained from eight databases including PubMed, LILACS, Science Direct, SCOPUS, CINAHL, PEDro, CENTRAL, and Web of Science. The search period covered years from inception to January 10, 2022.

Results: A total of 20 studies with 29 trials with 1,280 participants were included in the systematic review. The results showed that individuals with sight had better static and dynamic balance than individuals with visual impairment (p = .001). However, individuals with visual impairment had significantly better static balance with visual perturbation and stronger static balance with visual and proprioception perturbation (p = .001). Furthermore, individuals with sight had better balance control than individuals with visual impairment who participated in sports (p = .001). Finally, individuals with visual impairment who participated in sports had better balance control than sedentary people with visual impairment (p = .001).

Conclusion: Individuals with visual impairment have defects in both dynamic and static balance when compared to individuals with sight. In addition, balance improved with increasing age in individuals with visual impairment while balance control was dependent on the proprioception and vestibular systems. Also, individuals with sight had better balance than individuals with visual impairment who participated in sports and individuals with visual impairment who participated in sports compared with sedentary people with visual impairment.

背景:视觉障碍患者存在平衡缺陷;因此,这篇系统综述旨在提供全面的见解,与完全视力的人相比,有视觉障碍的人的平衡控制。方法:主要来源于PubMed、LILACS、Science Direct、SCOPUS、CINAHL、PEDro、CENTRAL和Web of Science等8个数据库。搜索期涵盖了从开始到2022年1月10日的几年。结果:共有20项研究,29项试验,1280名参与者被纳入系统综述。结果显示,视力受损者的静态和动态平衡比视力受损者更好(p=0.001)。然而,视力受损的个体在视觉扰动下的静态平衡明显更好,在视觉和本体感觉扰动下的静平衡更强(p=0.01)。此外,视力障碍者的平衡控制能力优于参加体育运动的视力障碍者(p=0.001),参加体育运动的视力障碍者比久坐不动的视力障碍患者有更好的平衡控制(p=0.001)。结论:与视力障碍者相比,视力障碍者在动态和静态平衡方面都存在缺陷。此外,视力障碍患者的平衡随着年龄的增长而改善,而平衡控制依赖于本体感觉和前庭系统。此外,与久坐不动的视力障碍者相比,视力障碍者比参加运动的视觉障碍者和参加运动的视力障碍患者有更好的平衡。
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引用次数: 0
Motor-Evoked Potentials for Early Individual Elements of an Action Sequence During Planning Reflect Parallel Activation Processes. 在计划过程中,动作序列的早期个体元素的运动诱发电位反映了平行的激活过程。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-07-01 DOI: 10.1123/mc.2022-0106
Lawrence P Behmer, Mathew J C Crump, Kelly J Jantzen

Several computational models make predictions about the activation states of individual elements of an action sequence during planning and execution; however, the neural mechanisms of action planning are still poorly understood. Simple chaining models predict that only the first response in an action sequence should be active during planning. Conversely, some parallel activation models suggest that during planning, a serial inhibition process places the individual elements of the action into a serial order across a winner-takes-all competitive choice gradient in which earlier responses are more active, and hence likely to be selected for execution compared with later responses. We triggered transcranial magnetic stimulation pulses at 200 or 400 ms after the onset of a five-letter word, in which all but one response was planned and typed with the left hand, except for a single letter which required a right index finger response exclusively at one of five serial positions. We measured the resulting motor-evoked potentials at the right index finger as a marker for the activation state of that planned response. We observed no difference in motor-evoked potential amplitude across any serial position when a right index finger response was planned at 200 ms after the onset of the word; however, we observed a graded pattern of activation at 400 ms, with earlier positions that required a right index finger response showing greater motor-evoked potentials amplitude compared with later positions. These findings provide empirical support for competitive queuing computational models of action planning.

几个计算模型在计划和执行过程中对动作序列的单个元素的激活状态进行预测;然而,行动计划的神经机制仍然知之甚少。简单的连锁模型预测,在计划期间,只有行动序列中的第一个响应应该是活跃的。相反,一些平行激活模型表明,在计划过程中,连续抑制过程将行动的单个元素置于一个赢家通吃的竞争选择梯度的连续顺序中,在这个梯度中,较早的反应更活跃,因此与较晚的反应相比,更有可能被选择执行。我们在一个五个字母的单词开始后的200或400毫秒触发经颅磁刺激脉冲,在这个单词中,除了一个字母外,所有的反应都是用左手计划和输入的,除了一个字母,它需要右手食指在五个序列位置中的一个位置做出反应。我们测量了右手食指的运动诱发电位,作为计划反应激活状态的标记。我们观察到,当在单词开始后200 ms时,在任何连续位置上,右手食指反应的运动诱发电位振幅没有差异;然而,我们在400 ms时观察到一个渐变的激活模式,与较晚的位置相比,需要右手食指反应的较早位置显示出更大的运动诱发电位振幅。这些发现为行动计划的竞争排队计算模型提供了实证支持。
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引用次数: 1
The Effects of Subthreshold Vibratory Noise on Cortical Activity During Motor Imagery. 阈下振动噪声对运动想象时皮层活动的影响。
IF 1.1 4区 医学 Q4 NEUROSCIENCES Pub Date : 2023-07-01 DOI: 10.1123/mc.2022-0061
Kishor Lakshminarayanan, Rakshit Shah, Yifei Yao, Deepa Madathil

Previous studies have demonstrated that both visual and proprioceptive feedback play vital roles in mental practice of movements. Tactile sensation has been shown to improve with peripheral sensory stimulation via imperceptible vibratory noise by stimulating the sensorimotor cortex. With both proprioception and tactile sensation sharing the same population of posterior parietal neurons encoding within high-level spatial representations, the effect of imperceptible vibratory noise on motor imagery-based brain-computer interface is unknown. The objective of this study was to investigate the effects of this sensory stimulation via imperceptible vibratory noise applied to the index fingertip in improving motor imagery-based brain-computer interface performance. Fifteen healthy adults (nine males and six females) were studied. Each subject performed three motor imagery tasks, namely drinking, grabbing, and flexion-extension of the wrist, with and without sensory stimulation while being presented a rich immersive visual scenario through a virtual reality headset. Results showed that vibratory noise increased event-related desynchronization during motor imagery compared with no vibration. Furthermore, the task classification percentage was higher with vibration when the tasks were discriminated using a machine learning algorithm. In conclusion, subthreshold random frequency vibration affected motor imagery-related event-related desynchronization and improved task classification performance.

先前的研究表明,视觉和本体感受反馈在运动的心理练习中都起着至关重要的作用。触觉已被证明可以通过刺激感觉运动皮层,通过难以察觉的振动噪声来改善周围感觉刺激。由于本体感觉和触觉感觉在高级空间表征中共享相同的后顶叶神经元群,难以察觉的振动噪声对基于运动图像的脑机接口的影响尚不清楚。本研究的目的是探讨通过对食指施加难以察觉的振动噪声的感觉刺激对改善基于运动图像的脑机接口性能的影响。对15名健康成年人(9名男性和6名女性)进行了研究。每位受试者在有和没有感官刺激的情况下完成三项运动想象任务,即饮酒、抓取和手腕屈伸,同时通过虚拟现实耳机呈现丰富的沉浸式视觉场景。结果表明,与无振动相比,振动噪声增加了运动想象过程中事件相关的不同步。此外,当使用机器学习算法进行任务识别时,任务分类率在振动下更高。综上所述,阈下随机频率振动影响了运动图像相关事件相关的去同步,提高了任务分类性能。
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引用次数: 7
期刊
Motor Control
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