Reaching

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  • 文章类型: Journal Article
    背景:计划和执行动作需要整合不同的感觉方式,比如视觉和本体感受。然而,像中风这样的神经系统疾病会导致本体感觉的完全或部分丧失,导致运动受损。最近的进展集中在为患者提供额外的感官反馈以补偿感官损失,证明振动触觉刺激是一个可行的选择,因为它便宜且易于实施。这里,我们测试如何将这种振动触觉信息与视觉信号集成在一起,以估计到达目标的空间位置。
    方法:我们与31名健康人类参与者一起使用了一种居中延伸的范式,以研究如何将人工振动触觉刺激与指示目标位置的视觉空间线索整合在一起。具体来说,我们使用偏心旋转质量(ERM)电机为移动的优势臂提供了多点振动触觉刺激。当其中一个不确定时,跨多种感觉模式的输入整合变得特别相关,我们还调整了视觉线索的可靠性。然后,我们将触觉和视觉输入的权重作为视觉不确定性的函数与最大似然估计(MLE)框架中的预测进行了比较,以确定参与者是否实现了准最佳集成。
    结果:我们的结果表明,参与者可以根据振动触觉指令估计目标位置。经过短暂的训练,当视觉提示不确定时,视觉提示和振动触觉提示的组合导致更高的命中率和减少的到达误差。此外,当存在触觉振动刺激时,我们在视觉不确定度较低的试验中观察到反应时间较低.使用MLE预测,我们发现,当振动触觉提示需要检测一个或两个主动马达时,振动触觉和视觉提示的整合遵循最佳整合。然而,如果估计目标的位置需要区分两个线索的强度,集成违反了MLE预测。
    结论:我们得出结论,参与者可以快速学习整合视觉和人工振动触觉信息。因此,使用额外的振动触觉刺激可以作为一种有希望的方法来改善康复或患者本体感觉丧失的假肢装置的控制。
    BACKGROUND: Planning and executing movements requires the integration of different sensory modalities, such as vision and proprioception. However, neurological diseases like stroke can lead to full or partial loss of proprioception, resulting in impaired movements. Recent advances focused on providing additional sensory feedback to patients to compensate for the sensory loss, proving vibrotactile stimulation to be a viable option as it is inexpensive and easy to implement. Here, we test how such vibrotactile information can be integrated with visual signals to estimate the spatial location of a reach target.
    METHODS: We used a center-out reach paradigm with 31 healthy human participants to investigate how artificial vibrotactile stimulation can be integrated with visual-spatial cues indicating target location. Specifically, we provided multisite vibrotactile stimulation to the moving dominant arm using eccentric rotating mass (ERM) motors. As the integration of inputs across multiple sensory modalities becomes especially relevant when one of them is uncertain, we additionally modulated the reliability of visual cues. We then compared the weighing of vibrotactile and visual inputs as a function of visual uncertainty to predictions from the maximum likelihood estimation (MLE) framework to decide if participants achieve quasi-optimal integration.
    RESULTS: Our results show that participants could estimate target locations based on vibrotactile instructions. After short training, combined visual and vibrotactile cues led to higher hit rates and reduced reach errors when visual cues were uncertain. Additionally, we observed lower reaction times in trials with low visual uncertainty when vibrotactile stimulation was present. Using MLE predictions, we found that integration of vibrotactile and visual cues followed optimal integration when vibrotactile cues required the detection of one or two active motors. However, if estimating the location of a target required discriminating the intensities of two cues, integration violated MLE predictions.
    CONCLUSIONS: We conclude that participants can quickly learn to integrate visual and artificial vibrotactile information. Therefore, using additional vibrotactile stimulation may serve as a promising way to improve rehabilitation or the control of prosthetic devices by patients suffering loss of proprioception.
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  • 文章类型: Journal Article
    现实世界的行动通常包括一系列运动,这些运动在开始之前不能完全计划好。当这些行动迅速执行时,多个未来运动的计划需要与正在进行的行动同时发生。大脑如何解决这个任务仍然未知。这里,我们用一个新的顺序臂到达范式来解决这个问题,该范式操纵有多少个未来到达可用于计划,同时控制正在进行的到达的执行。我们表明,参与者计划至少两个未来到达,同时持续到达。Further,两个未来的规划过程并不相互独立。规划过程相互作用的证据是双重的。首先,当计划更多的未来到达时,对正在进行的到达目标的视觉扰动进行校正的速度较慢。第二,只有当它们的规划过程在时间上重叠时,当前范围的曲率才会基于下一个范围来修改。未来计划过程之间的这些相互作用可以通过在运动计划级别上链接长序列的各个部分来实现顺序动作的平稳产生。
    Real-world actions often comprise a series of movements that cannot be entirely planned before initiation. When these actions are executed rapidly, the planning of multiple future movements needs to occur simultaneously with the ongoing action. How the brain solves this task remains unknown. Here, we address this question with a new sequential arm reaching paradigm that manipulates how many future reaches are available for planning while controlling execution of the ongoing reach. We show that participants plan at least two future reaches simultaneously with an ongoing reach. Further, the planning processes of the two future reaches are not independent of one another. Evidence that the planning processes interact is twofold. First, correcting for a visual perturbation of the ongoing reach target is slower when more future reaches are planned. Second, the curvature of the current reach is modified based on the next reach only when their planning processes temporally overlap. These interactions between future planning processes may enable smooth production of sequential actions by linking individual segments of a long sequence at the level of motor planning.
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  • 文章类型: Journal Article
    在记忆引导的运动过程中,帕金森病(PD)患者所经历的运动障碍会加剧。尽管如此,抗帕金森病药物对记忆引导运动的影响尚未阐明.我们评估了抗帕金森病药物在记忆引导下的运动控制中的效果,并在PD参与者中进行了短期和长期的保留延迟,并将其表现与年龄匹配的健康控制(HC)参与者进行了比较。32名患有PD的参与者完成了运动障碍协会统一帕金森氏病评定量表(MDS-UPDRSIII)的运动部分,并在开药和停药时执行了两次保留延迟(0.5s和5s)的记忆引导的到达任务。13名HC参与者完成了MDS-UPDRSIII,并执行了记忆引导的延伸任务。在任务中,药物增加运动速度,减少运动时间,并减少了对HC中所见的反应时间。然而,运动幅度和到达误差不受药物影响。较短的保持延迟增加了运动速度和幅度,减少运动时间,减少错误,但PD和HC参与者的反应时间增加。一起,这些结果表明,与运动控制的其他方面相比,抗帕金森病药物在改变控制运动速度和反应时间的神经生理机制方面更有效。
    The motor impairments experienced by people with Parkinson\'s disease (PD) are exacerbated during memory-guided movements. Despite this, the effect of antiparkinson medication on memory-guided movements has not been elucidated. We evaluated the effect of antiparkinson medication on motor control during a memory-guided reaching task with short and long retention delays in participants with PD and compared performance to age-matched healthy control (HC) participants. Thirty-two participants with PD completed the motor section of the Movement Disorder Society Unified Parkinson\'s Disease Rating Scale (MDS-UPDRS III) and performed a memory-guided reaching task with two retention delays (0.5 s and 5 s) while on and off medication. Thirteen HC participants completed the MDS-UPDRS III and performed the memory-guided reaching task. In the task, medication increased movement velocity, decreased movement time, and decreased reaction time toward what was seen in the HC. However, movement amplitude and reaching error were unaffected by medication. Shorter retention delays increased movement velocity and amplitude, decreased movement time, and decreased error, but increased reaction times in the participants with PD and HC. Together, these results imply that antiparkinson medication is more effective at altering the neurophysiological mechanisms controlling movement velocity and reaction time compared with other aspects of movement control.
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  • 文章类型: Journal Article
    有效移动对任何动物都是必不可少的。因此,许多不同类型的大脑过程可能有助于学习和适应运动。这些贡献如何结合在一起是未知的。然而,运动适应领域一直在假设下工作,即显式和隐式运动适应的措施可以简单地添加到总适应中。虽然这已经过测试,我们表明这些测试是不够的。我们以各种方式对这种可加性假设进行了测试,发现隐式和显式适应的度量不是可加性的。这意味着未来的研究应该直接测量内隐和外显适应。它还挑战我们理清各种运动适应过程在产生运动时是如何结合的,并且可能对我们对其他类型学习的理解也有影响(数据和代码:https://osf.io/3yhw5)。
    Moving effectively is essential for any animal. Thus, many different kinds of brain processes likely contribute to learning and adapting movement. How these contributions are combined is unknown. Nevertheless, the field of motor adaptation has been working under the assumption that measures of explicit and implicit motor adaptation can simply be added in total adaptation. While this has been tested, we show that these tests were insufficient. We put this additivity assumption to the test in various ways and find that measures of implicit and explicit adaptation are not additive. This means that future studies should measure both implicit and explicit adaptation directly. It also challenges us to disentangle how various motor adaptation processes do combine when producing movements and may have implications for our understanding of other kinds of learning as well (data and code: https://osf.io/3yhw5).
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  • 文章类型: Journal Article
    背景:描述伸手运动模式质量的有效且可靠的评估工具可以为MS(pwMS)患者的运动表现缺陷提供有价值的见解。达到性能规模,为中风开发的,是评估pwMS运动模式的一个有前途的量表。然而,pwMS缺乏量表的心理测量特性。
    目标:首先,探讨改良的达人表现量表在MS患者(mRPS)中应用的内容效度。其次,研究pwMSmRPS的心理测量特性(会话内和会话间的信度和并发效度)。
    方法:45pwMS(平均EDSS6.6pt,IQR6-7.5)执行了mRPS,该mRPS对动作模式和补偿的质量进行了评估,以掌握任务。内容有效性由专家小组基于对进行RPS的受试者的观察来确定。可靠性是基于一天内的五次重复,两天之间。对于并发有效性,国际功能分类两个级别的结局指标与mRPS相关:身体结构和功能水平:上肢Fugl-Meyer评估(FMA-UL),最大等距手部握力(HGS;活动水平:动作研究手臂测试(ARAT),盒和块测试(BBT),九孔钉测试(NHPT)和躯干损伤量表2.0(TIS2.0)以及手动能力测量36(MAM-36)的感知表现。
    结果:仅对躯干位移子量表的评分进行了量表修改。mRPS在会话内可靠性方面具有出色的一致性得分(Kappa范围在0.85和0.98之间),在会话间可靠性方面具有中等至出色的一致性得分(K:0.66-1.00)。关于有效性,mRPS与ARAT高度相关(rho=0.74,p<0.001),其次是与树干性能的中等相关性(TIS2.0,Rho=0.61,p<0.001),手功能(BBT:rho=0.64,p<0.001;NHPT:rho=-0.61,p<0.001)和感知性能(MAM36rho=0.53,p<0.001)。
    结论:mRPS是一种可靠的测量工具,用于描述在pwMS中到达时使用的运动模式质量和运动补偿。关于并发有效性,mRPS与上肢和躯干表现的其他指标部分相关。
    BACKGROUND: A valid and reliable assessment tool to describe the quality of the movement pattern of reaching can provide valuable insights into motor performance deficits in persons with MS (pwMS). The Reaching Performance Scale, developed for stroke, is a promising scale to assess movement patterns in pwMS. However, psychometric properties of the scale are lacking in pwMS.
    OBJECTIVE: Firstly, to investigate the content validity of the modified Reaching Performance Scale for application in patients with MS (mRPS). Secondly, to investigate the psychometric properties (within- and between-session reliability and concurrent validity) of the mRPS for pwMS.
    METHODS: Forty-five pwMS (mean EDSS 6.6 pt, IQR 6-7.5) executed the mRPS that rates the quality of movement patterns and compensations during reach to grasp tasks. The content validity was determined by an expert panel based on observations of subjects performing the RPS. The reliability was based on five repetitions within one day, and between two days. For the concurrent validity, outcome measures at two levels of the International Classification of Functioning were correlated with the mRPS: Body Structure and Function level: Fugl-Meyer Assessment of the Upper Limb (FMA-UL), maximal isometric hand grip strength (HGS; Activity level: Action Research Arm Test (ARAT), Box and Blocks Test (BBT), Nine Hole Peg Test (NHPT) and Trunk Impairment Scale 2.0 (TIS 2.0) as well as perceived performance by the Manual Ability Measure-36 (MAM-36).
    RESULTS: Scale modifications were made only on the ratings of the trunk displacement subscale. The mRPS had excellent agreement scores for within-session reliability (range of Kappa between 0.85 and 0.98) and moderate-to-excellent agreement scores for between-session reliability (K: 0.66-1.00). Regarding validity, the mRPS was highly correlated with the ARAT (rho=0.74, p < 0.001), followed by moderate correlations with trunk performance (TIS 2.0, rho= 0.61, p < 0.001), hand function (BBT: rho=0.64, p < 0.001; NHPT: rho=-0.61, p < 0.001) and perceived performance (MAM36 rho= 0.53, p < 0.001).
    CONCLUSIONS: The mRPS is a reliable measurement tool to describe the movement pattern quality and motor compensations used during reaching in pwMS. Concerning concurrent validity, the mRPS is partially related to other measures of upper limb and trunk performance.
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  • 文章类型: Journal Article
    背景:单侧脑瘫(CP)的儿童表现出主要在身体一侧的运动障碍,同时也有同损和双侧损伤。已知这些损伤会持续到成年,但其程度尚未在患有CP的成年人中描述。这项研究的目的是描述成人CP患者的双侧和单侧上肢损伤。
    方法:19名患有CP的成年人(34.3岁±11.5岁)在Kinarm外骨骼实验室进行了三项机器人评估,包括两个双边任务(对象命中[非对称独立目标任务]和BallonBar[对称共同目标任务])和一个单边任务(视觉引导到达,以受影响较大的手臂[MA]和受影响较小的手臂[LA]进行)。将个人结果与性别进行比较,年龄和惯用手法与规范数据相匹配,描述参与者在每个特定于任务的变量中表现出损害的比例(例如,手速),每个性能类别(例如,前馈控制)和全局任务性能。使用Spearman相关系数评估了以下各项之间的关联:1:单侧任务中每个肢体的MA和LA的结果;2:单侧与双边任务。
    结果:大多数参与者在双边任务中表现出损伤(84%)。双边绩效类别(即,Bimanual)确定大多数参与者的双侧协调功能受损(目标命中:57.8%;Bar上的球:31.6%)。大多数参与者在使用MA臂(63%)和LA臂(31%)执行单边任务时受损。前馈控制是单侧表现类别,显示受损参与者比例最高,同时显示MA和LA臂损伤之间的关系最强(rs=0.93)。反馈控制是最经常与双边任务中的障碍相关的单边绩效类别(8个绩效类别中有6个)。
    结论:患有CP的成年人在双侧任务中经历了更多的损伤,而在单侧任务中仍然有实质性的损伤。他们经常显示前馈控制损伤,并在双边和单边任务期间更依赖反馈控制。导致较差的电机性能。
    BACKGROUND: Children with unilateral cerebral palsy (CP) exhibit motor impairments predominantly on one side of the body, while also having ipsilesional and bilateral impairments. These impairments are known to persist through adulthood, but their extent have not been described in adults with CP. This study\'s aim is to characterize bilateral and unilateral upper limbs impairments in adults with CP.
    METHODS: Nineteen adults with CP (34.3 years old ± 11.5) performed three robotic assessments in the Kinarm Exoskeleton Lab, including two bilateral tasks (Object Hit [asymmetric independent goals task] and Ball on Bar [symmetric common goal task]) and one unilateral task (Visually Guided Reaching, performed with the more affected arm [MA] and less affected arm [LA]). Individual results were compared to sex, age and handedness matched normative data, describing the proportion of participants exhibiting impairments in each task-specific variable (e.g., Hand speed), each performance category (e.g., Feedforward control) and in global task performance. Associations were assessed using Spearman correlation coefficients between: 1: the results of the MA and LA of each limb in the unilateral task; and 2: the results of each limb in the unilateral vs. the bilateral tasks.
    RESULTS: The majority of participants exhibited impairments in bilateral tasks (84%). The bilateral performance categories (i.e., Bimanual) identifying bilateral coordination impairments were impaired in the majority of participants (Object Hit: 57.8%; Ball on Bar: 31.6%). Most of the participants were impaired when performing a unilateral task with their MA arm (63%) and a smaller proportion with their LA arm (31%). The Feedforward control was the unilateral performance category showing the highest proportion of impaired participants while displaying the strongest relationship between the MA and LA arms impairments (rs = 0.93). Feedback control was the unilateral performance category most often associated with impairments in bilateral tasks (6 out of 8 performance categories).
    CONCLUSIONS: Adults with CP experienced more impairment in bilateral tasks while still having substantial impairments in unilateral tasks. They frequently display Feedforward control impairments combined with a higher reliance on Feedback control during both bilateral and unilateral tasks, leading to poorer motor performance.
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  • 文章类型: Journal Article
    到达动作可以在前进过程中重定向,以处理意外的视觉变化,例如目标位置的改变。重要的是要知道这些重定向何时开始,即在线反应时间(ORT),但这一信息并不明显,因为重定向被嵌入随时间变化的基线移动中,该移动因试验而异.先前的一项研究评估了不同的oRT识别方法的性能,利用了具有完全相同的起始点的模拟重定向,而不是通常会遇到的一系列发作。我们通过利用批次的“混合”试验解决了这一差距,这些试验在它们的oRT中具有时间传播。每个混合试验将采样的基线运动与理想化的校正响应相结合。两种新方法可以最准确地识别在线反应时间:i)阈值对齐的大均值回归和ii)基于模板的方法,我们将其称为规范校正搜索。阈值对齐的大均值回归易于实现且有效。规范校正搜索是一个更复杂的过程,但可以说与基础响应更好地联系在一起。将这两种方法应用于已发布的数据集揭示了比以前报道的更多的oRT延迟以及诸如oRT分布宽度之类的新信息。一起来看,我们的结果证明了两种新方法的实用性,可以从正在进行的运动中剖析纠正措施。
    Reaching movements can be redirected during their progress to handle unexpected visual changes, such as a change in target location. It is important to know when these redirections start, i.e., the online reaction time (oRT), but this information is not readily evident since redirections are embedded within a time-varying baseline movement that differs from trial to trial. The one previous study that evaluated the performance of different oRT identification methods utilized simulated redirections with the exact same onset, rather than a range of onsets as would be typically encountered. We addressed this gap by utilizing batches of \"hybrid\" trials with temporal spread in their oRTs. Each hybrid trial combined a sampled baseline movement with an idealized corrective response. Two new methods had the most accurate identification of online reaction times: 1) a threshold-aligned grand mean regression, and 2) a template-based approach we term the canonical correction search. The threshold-aligned grand mean regression is simple to implement and effective. The canonical correction search is a more complex procedure but arguably better linked to the underlying response. Applying the two methods to a published dataset revealed more delayed oRTs than was previously reported along with new information such as the width of oRT distributions. Taken together, our results demonstrate the utility of two new methods for dissecting corrective action from ongoing movement.NEW & NOTEWORTHY Advancing our understanding of visual feedback control requires methods that accurately identify the onset of corrective action. We developed a modified regression approach and a template-based approach to identify the online reaction time of single-reaching movements. Both outperform previous methods when challenged by temporal jitter in the response onset and increased background noise.
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  • 文章类型: Journal Article
    在包括脑瘫在内的神经发育疾病中,双侧协调通常受损,发育协调障碍,和自闭症谱系障碍。然而,我们缺乏客观的临床评估,这些评估能够以临床可行的方式量化双侧协调性,并确定基于年龄的标准来识别损伤.这项研究的目的是使用增强现实和计算机视觉来表征通常发育中的儿童的双边到达能力。通常,年龄在6-17岁的发育中的儿童(n=133)在增强现实游戏环境中完成了对称和不对称的双边延伸任务。我们分析了他们可以在50s内达到的目标对的数量以及他们的手到达目标之间的时间间隔。我们发现两个任务的性能是并行开发的,12岁后发展缓慢但没有稳定。孩子们在对称任务上比不对称任务表现更好,既达到了目标,又缩短了手差。随着年龄的增长,手滞后儿童之间的变异性降低。我们还发现性别差异,女性表现优于男性,这在10-11岁的孩子中最为明显。总的来说,这项研究表明,在儿童期和青春期,对称和不对称的伸手能力平行发展。此外,它展示了使用计算机视觉和增强现实量化双边协调的能力,可用于评估临床人群。
    Bilateral coordination is commonly impaired in neurodevelopmental conditions including cerebral palsy, developmental coordination disorder, and autism spectrum disorder. However, we lack objective clinical assessments that can quantify bilateral coordination in a clinically feasible manner and determine age-based norms to identify impairments. The objective of this study was to use augmented reality and computer vision to characterize bilateral reaching abilities in typically developing children. Typically developing children (n = 133) ages 6-17 years completed symmetric and asymmetric bilateral reaching tasks in an augmented reality game environment. We analyzed the number of target pairs they could reach in 50 s as well as the time lag between their hands reaching the targets. We found that performance on both tasks developed in parallel, with development slowing but not plateauing after age 12. Children performed better on the symmetric task than asymmetric, both in targets reached and with shorter hand lags. Variability between children in hand lag decreased with age. We also found gender differences with females outperforming males, which were most pronounced in the 10-11 year olds. Overall, this study demonstrates parallel development through childhood and adolescence of symmetric and asymmetric reaching abilities. Furthermore, it demonstrates the ability to quantify bilateral coordination using computer vision and augmented reality, which can be applied to assess clinical populations.
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  • 文章类型: Journal Article
    同位运动皮质的半球间抑制被认为对于准确的单侧运动功能是有效的。然而,单侧运动行为时半球间抑制的细胞机制尚不清楚.此外,神经调质乙酰胆碱对半球间抑制的影响和相关的细胞机制尚不清楚。为了解决这个知识差距,我们在伸爪任务期间记录了小鼠双侧运动皮层的神经元活动。随后,我们分析了细胞对水平的半球间尖峰相关性,对推定的细胞类型进行分类,以探索半球间抑制的潜在细胞回路机制。当小鼠参与到达任务时,我们发现了半球间尖峰相关性的细胞类型对特异性增强。我们还发现,药物乙酰胆碱操纵可以调节半球间的尖峰相关性。局部场对对侧激励的反应沿皮质深度不同,毒蕈碱受体拮抗作用增强了深层场反应的抑制成分。毒蕈碱型M2受体主要表达于深部皮质神经元,包括GABA能中间神经元。这些结果表明,在深层表达毒蕈碱受体的GABA能中间神经元介导了同位运动皮层半球间抑制的神经调节。
    Interhemispheric inhibition of the homotopic motor cortex is believed to be effective for accurate unilateral motor function. However, the cellular mechanisms underlying interhemispheric inhibition during unilateral motor behavior remain unclear. Furthermore, the impact of the neuromodulator acetylcholine on interhemispheric inhibition and the associated cellular mechanisms are not well understood. To address this knowledge gap, we conducted recordings of neuronal activity from the bilateral motor cortex of mice during the paw-reaching task. Subsequently, we analyzed interhemispheric spike correlation at the cell-pair level, classifying putative cell types to explore the underlying cellular circuitry mechanisms of interhemispheric inhibition. We found a cell-type pair-specific enhancement of the interhemispheric spike correlation when the mice were engaged in the reaching task. We also found that the interhemispheric spike correlation was modulated by pharmacological acetylcholine manipulation. The local field responses to contralateral excitation differed along the cortical depths, and muscarinic receptor antagonism enhanced the inhibitory component of the field response in deep layers. The muscarinic subtype M2 receptor is predominantly expressed in deep cortical neurons, including GABAergic interneurons. These results suggest that GABAergic interneurons expressing muscarinic receptors in deep layers mediate the neuromodulation of interhemispheric inhibition in the homotopic motor cortex.
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  • 文章类型: Journal Article
    在疲劳或中风等事件之后,个人经常在伸手时向前移动躯干,利用更广泛的肌肉群,即使只有手臂运动就足够了。在以前的工作中,我们展示了“部队储备”的存在-一种现象,当被沉重的重量挑战时,调整他们的运动协调,以保持大约40%的肩部力量。这里,我们调查了这种储备是否可以预测髋关节,肩膀,以及由诱发的肩部力量不足引起的肘部运动和扭矩。我们让20名健康的参与者参加了一项涉及越来越重的哑铃的任务,分析手臂和躯干的运动通过运动捕捉和关节扭矩通过逆动力学。我们使用3自由度上身的最优控制模型模拟了这些运动,对比三个成本函数:传统的平方扭矩之和,包含非线性惩罚的力储备函数,和归一化扭矩函数。我们的结果表明,与较重的哑铃重量相关的躯干运动明显增加,参与者采用补偿性运动,以保持肩力储备约为最大扭矩的40%。仿真表明,传统和储备功能可以准确预测干线补偿,只有储备功能有效地预测关节扭矩在较重的重量。这些发现表明,战略性地采用补偿性运动来最大程度地减少肩部的努力,并在多个关节上分配负荷以应对无力。我们讨论了力储备成本函数在人体运动最优控制的背景下的含义及其与理解中风后补偿性运动的相关性。
    Following events such as fatigue or stroke, individuals often move their trunks forward during reaching, leveraging a broader muscle group even when only arm movement would suffice. In previous work, we showed the existence of a \"force reserve\": a phenomenon where individuals, when challenged with a heavy weight, adjusted their motor coordination to preserve approximately 40% of their shoulder\'s force. Here, we investigated if such reserve can predict hip, shoulder, and elbow movements and torques resulting from an induced shoulder strength deficit. We engaged 20 healthy participants in a reaching task with incrementally heavier dumbbells, analyzing arm and trunk movements via motion capture and joint torques through inverse dynamics. We simulated these movements using an optimal control model of a 3-degree-of-freedom upper body, contrasting three cost functions: traditional sum of squared torques, a force reserve function incorporating a nonlinear penalty, and a normalized torque function. Our results demonstrate a clear increase in trunk movement correlated with heavier dumbbell weights, with participants employing compensatory movements to maintain a shoulder force reserve of approximately 40% of maximum torque. Simulations showed that while traditional and reserve functions accurately predicted trunk compensation, only the reserve function effectively predicted joint torques under heavier weights. These findings suggest that compensatory movements are strategically employed to minimize shoulder effort and distribute load across multiple joints in response to weakness. We discuss the implications of the force reserve cost function in the context of optimal control of human movements and its relevance for understanding compensatory movements poststroke.NEW & NOTEWORTHY Our study reveals key findings on compensatory movements during upper limb reaching tasks under shoulder strength deficits, as observed poststroke. Using heavy dumbbells with healthy volunteers, we demonstrate how forward trunk displacement conserves around 40% of shoulder strength reserve during reaching. We show that an optimal controller employing a cost function combining squared motor torque and a nonlinear penalty for excessive muscle activation outperforms traditional controllers in predicting torques and compensatory movements in these scenarios.
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