Reflex, Stretch

反射,拉伸
  • 文章类型: Journal Article
    中风通过脊髓的伸展反射过度兴奋引起痉挛,由于手和手指的不自主肌肉收缩而引起的痉挛性瘫痪会严重限制熟练的手部动作。然而,潜在的神经机制仍然未知。使用中风后痉挛的小鼠模型,我们证明了在有或没有电刺激传入神经以诱导拉伸反射的情况下神经元活动的变化,使用定量激活诱导的锰增强磁共振成像进行测量。急性中风后阶段,对比脑干腹侧延髓网状结构(MdV)内的神经元活动增加,这种增加的特征是与痉挛有关的电路的激活。有趣的是,在正常情况下,上行电刺激抑制了刺激侧的MdV活性。此外,免疫组织化学染色显示,在急性期,GluA1,α-氨基-3羟基-5甲基-4异恶唑丙酸受体(AMPAR)亚基之一的密度,在MdV神经元的突触显著增加。此外,这些受体的GluA1/GluA2比值在卒中后2周发生改变,确认体内平衡可塑性是痉挛的潜在机制。这些结果为急性卒中后阶段技术运动受损与痉挛之间的关系提供了新的见解。
    Strokes cause spasticity via stretch reflex hyperexcitability in the spinal cord, and spastic paralysis due to involuntary muscle contraction in the hands and fingers can severely restrict skilled hand movements. However, the underlying neurological mechanisms remain unknown. Using a mouse model of spasticity after stroke, we demonstrate changes in neuronal activity with and without electrostimulation of the afferent nerve to induce the stretch reflex, measured using quantitative activation-induced manganese-enhanced magnetic resonance imaging. Neuronal activity increased within the ventral medullary reticular formation (MdV) in the contralesional brainstem during the acute post-stroke phase, and this increase was characterised by activation of circuits involved in spasticity. Interestingly, ascending electrostimulation inhibited the MdV activity on the stimulation side in normal conditions. Moreover, immunohistochemical staining showed that, in the acute phase, the density of GluA1, one of the α-amino-3 hydroxy‑5 methyl -4 isoxazolepropionic acid receptor (AMPAR) subunits, at the synapses of MdV neurons was significantly increased. In addition, the GluA1/GluA2 ratio in these receptors was altered at 2 weeks post-stroke, confirming homeostatic plasticity as the underlying mechanisms of spasticity. These results provide new insights into the relationship between impaired skilled movements and spasticity at the acute post-stroke phase.
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  • 文章类型: Journal Article
    在自主运动过程中,初级运动皮层不会唯一或直接产生α运动神经元(α-MN)驱动肌肉。相反,α-MN驱动来自多个下降道的兴奋性和抑制性输入之间的合成和竞争,脊髓中间神经元,感官输入,和本体感受传入。一个这样的基本输入是在延长肌肉中依赖于速度的拉伸反射,这应该被禁止,以实现自愿流动。这仍然是一个悬而未决的问题,然而,未调节的伸展反射破坏自主运动的程度,以及它们是否以及如何在具有许多多关节肌肉的四肢中受到抑制。我们使用恒河猴手臂的计算模型来模拟仅具有前馈α-MN命令的运动,并增加了依赖于速度的伸展反射反馈。我们发现依赖于速度的牵张反射会引起特定的运动,对手臂运动的干扰通常很大且可变。当调节速度相关的牵张反射反馈(i)按照通常提出的(但尚待澄清)理想化的α-γ(α-γ)共激活或(ii)替代的α-MN侧支投射时,这些中断大大减少了对同源γ-MN的投射。我们得出的结论是,这种α-MN侧支是哺乳动物融合运动系统中生理上可维持的固有脊髓回路。这些抵押品仍然可以与α-γ共激活合作,和哺乳动物中很少的骨骼纤维(β-MNs),创造一个灵活的融合电机生态系统来实现自愿运动。通过局部自动调节肢体的高度非线性神经-肌肉-骨骼力学,这些抵押品可能是学习的重要低级推动者,适应,以及通过更高级别的脑干的表现,小脑,和皮质机制。
    The primary motor cortex does not uniquely or directly produce alpha motoneurone (α-MN) drive to muscles during voluntary movement. Rather, α-MN drive emerges from the synthesis and competition among excitatory and inhibitory inputs from multiple descending tracts, spinal interneurons, sensory inputs, and proprioceptive afferents. One such fundamental input is velocity-dependent stretch reflexes in lengthening muscles, which should be inhibited to enable voluntary movement. It remains an open question, however, the extent to which unmodulated stretch reflexes disrupt voluntary movement, and whether and how they are inhibited in limbs with numerous multiarticular muscles. We used a computational model of a Rhesus Macaque arm to simulate movements with feedforward α-MN commands only, and with added velocity-dependent stretch reflex feedback. We found that velocity-dependent stretch reflex caused movement-specific, typically large and variable disruptions to arm movements. These disruptions were greatly reduced when modulating velocity-dependent stretch reflex feedback (i) as per the commonly proposed (but yet to be clarified) idealized alpha-gamma (α-γ) coactivation or (ii) an alternative α-MN collateral projection to homonymous γ-MNs. We conclude that such α-MN collaterals are a physiologically tenable propriospinal circuit in the mammalian fusimotor system. These collaterals could still collaborate with α-γ coactivation, and the few skeletofusimotor fibers (β-MNs) in mammals, to create a flexible fusimotor ecosystem to enable voluntary movement. By locally and automatically regulating the highly nonlinear neuro-musculo-skeletal mechanics of the limb, these collaterals could be a critical low-level enabler of learning, adaptation, and performance via higher-level brainstem, cerebellar, and cortical mechanisms.
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  • 文章类型: Journal Article
    张力拉伸反射阈值(TSRT)是肌肉激活开始时的关节角度或肌肉长度(λ)。在痉挛中,TSRT异常位于生物力学关节范围内。通过以不同速度拉伸静息肌肉来测量动态拉伸反射阈值(DSRT)来确定。度量μ,表征DSRT的速度敏感性,并表示为在相应的拉伸速度下将被动肌肉从DSRT延长到TSRT所需的时间。TSRT的原始配方,总结了DSRT和μ。然后,对2023年12月之前的文献进行了全面检索,返回了25篇使用该技术的论文.这些论文中有11篇来自作者的研究小组,包括1份治疗效果报告。剩下的14篇论文中,11报告了不同人群的方法变化,3报告了干预措施的效果。审查讨论了对数据收集和分析程序的具体修改如何改进了方法或,在某些情况下,导致无法解释的结果。讨论了修改对数据收集和分析程序的影响。
    The Tonic Stretch Reflex Threshold (TSRT) is the joint angle or muscle length (λ) at which muscle activation begins. In spasticity, the TSRT abnormally lies inside the biomechanical joint range. It is determined by measuring the Dynamic Stretch Reflex Thresholds (DSRTs) by stretching the resting muscle at different velocities. The metric μ, characterizes the velocity-sensitivity of the DSRTs and is expressed as the time required to lengthen the passive muscles from DSRT to TSRT at the respective stretch velocity. The original formulation of the TSRT, DSRT and μ is summarized. Then, a thorough search of literature prior to December 2023 was conducted that returned 25 papers that have used the technique. Eleven of these papers come from the research group of the authors, including 1 reporting on treatment effects. Of the remaining 14 papers, 11 report variations of the methodology with different populations and 3 report on the effects of an intervention. The review discusses how specific modifications to data collection and analysis procedures have either improved the methodology or, in some cases, led to uninterpretable results. The influence of modifications to the data collection and analysis procedures is discussed.
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  • 文章类型: Journal Article
    到达运动通常显示出平滑的运动学轮廓,其在变化的运动速度下是不变的,即使相互作用扭矩和肌肉特性随速度非线性变化。大脑如何产生这些不变的轮廓是一个悬而未决的问题。我们开发了一种解析逆动力学方法,以基于拉伸反射的简单模型直接从观察到的关节角度轨迹估计下降的激活模式,以及肌肉和生物力学动力学。我们估计了在两个运动时间(快速:400毫秒;慢速:800毫秒)执行的八个不同的平面两关节运动的实验数据的下降激活模式。不同速度的下降激活的时间结构在质量上有所不同,与神经系统使用内部模型在快速运动期间产生预期扭矩的想法一致。这种时间结构还取决于拮抗肌群的共收缩水平。比较估计的肌肉激活和下降激活揭示了拉伸反射对运动产生的贡献,发现该贡献在约20%的运动时间后开始。
    Reaching movements generally show smooth kinematic profiles that are invariant across varying movement speeds even as interaction torques and muscle properties vary nonlinearly with speed. How the brain brings about these invariant profiles is an open question. We developed an analytical inverse dynamics method to estimate descending activation patterns directly from observed joint angle trajectories based on a simple model of the stretch reflex, and of muscle and biomechanical dynamics. We estimated descending activation patterns for experimental data from eight different planar two-joint movements performed at two movement times (fast: 400 ms; slow: 800 ms). The temporal structure of descending activation differed qualitatively across speeds, consistent with the idea that the nervous system uses an internal model to generate anticipatory torques during fast movement. This temporal structure also depended on the cocontraction level of antagonistic muscle groups. Comparing estimated muscle activation and descending activation revealed the contribution of the stretch reflex to movement generation that was found to set in after about 20% of movement time.NEW & NOTEWORTHY By estimating descending activation patterns directly from observed movement kinematics based on a model of the dynamics of the stretch reflex, of muscle force generation, and of the biomechanics of the limb, we observed how brain signals must be temporally structured to enable fast movement.
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  • 文章类型: Journal Article
    背景:糖尿病周围神经病变是糖尿病最常见的并发症,可在周围神经系统中产生代谢破坏。肌腱反射的可预测性质的改变是最常见的指标,表明糖尿病神经病变的可能性。肌腱反射的评估是评估神经病变的各种临床评分系统的一部分。传统的反射分级量表是主观的,缺乏时间数据,并具有较高的评分者间变异性。因此,为了评估糖尿病性周围神经病变,我们开发了一种本土量化工具来评估肌腱反射.
    方法:在140名健康志愿者和140名2型糖尿病患者中进行了一项横断面研究。对照组和糖尿病患者的平均年龄(49.1±8.9,50.7±7.5)岁,体重(66.9±9.4,69.8±11.5)公斤和BMI(24.5±3.8,26.1±4.7),分别。所有这些都使用反射量化工具对肌腱反射进行评估,该工具包括表面机械描记术和电测法,可以提供肌腱反射的各种静态和动态变量。
    结果:动态变量,如反射振幅,糖尿病患者的肌肉速度和角速度显著较低(p:<0.001),而潜伏期和持续时间(p:<0.001)则延长.此外,参与者中肌腱击打力的应用无显著差异(p:0.934).
    结论:当前的研究表明,拟议的反射量化工具提供了髌腱反射的几个动态变量,在糖尿病患者中受到显着影响和改变,表明外周神经元受累。
    BACKGROUND: Diabetic peripheral neuropathy is the most common complication of diabetes producing metabolic disruptions in the peripheral nervous system. Alteration in the predictable nature of tendon reflexes is the most common indicator suggesting the possibility of diabetic neuropathy. Evaluation of tendon reflexes is a part of various clinical scoring systems that assess neuropathy. The conventional reflex grading scales are subjective, lack temporal data, and have high inter-rater variability. Hence, an indigenous quantification tool was developed to evaluate the tendon reflexes in order to assess diabetic peripheral neuropathy.
    METHODS: A cross-sectional study was carried out in 140 healthy volunteers and 140 patients with type 2 diabetes. The mean age of controls and diabetics (49.1 ± 8.9, 50.7 ± 7.5) years, weight (66.9 ± 9.4, 69.8 ± 11.5) kilograms and BMI (24.5 ± 3.8, 26.1 ± 4.7), respectively. All of them are subjected to evaluation of tendon reflexes using the reflex quantification tool comprised of surface mechanomyography and electrogoniometry that can provide various static and dynamic variables of tendon reflex.
    RESULTS: The dynamic variables such as reflex amplitude, muscle velocity and angular velocity were significantly low in diabetic patients (p: <0.001) whereas latency and duration (p: <0.001) were prolonged. Furthermore, no significant difference was observed in the application of tendon striking force (p: 0.934) among the participants.
    CONCLUSIONS: The current study demonstrates that the proposed reflex quantification tool provides several dynamic variables of patellar tendon reflex, which are significantly affected and altered in diabetic patients suggesting the involvement of peripheral neurons.
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  • 文章类型: Journal Article
    肌萎缩侧索硬化症(ALS)的诊断依赖于两个下运动神经元(LMN)进行性损害的迹象,通过临床检查和肌电图(EMG)给出,和上运动神经元(UMN),仅通过临床检查给出。承认UMN的参与,然而,仍然很难,因此诊断延迟往往过长。缩短临床和基因诊断的时间对于为患者和家属提供准确的信息至关重要,避免耗时的调查和适当的护理管理。这项研究调查了联合髌腱反射记录与下肢运动诱发电位(T-MEP-LL)是否与评估ALS的皮质脊髓功能有关。所以它可以作为改善诊断的工具。从2010年2月至2021年3月,在135例疑似运动神经元疾病(MND)患者中记录了T-MEP-LL。敏感性,特异性,并确定了增加淡路和黄金海岸标准后提高诊断的能力。该研究的主要发现是,当缺乏UMN临床体征时,T-MEP-LL可以以70%的灵敏度和63%的特异性检测UMN功能障碍。当考虑所有MND患者时,灵敏度达到82%。此外,在第一次评估时,使用T-MEP-LL量化反射快感并测量中枢传导时间,可以提高诊断的准确性。T-MEP-LL易于执行,不需要任何电刺激,使测试迅速,无痛。通过同时量化UMN和LMN系统,在这种广谱病理学中,它还可以帮助比临床检查更准确地识别不同的表型。T-MEP-LL是否可以进一步成为真正的生物标志物的问题需要进一步的前瞻性研究。
    Amyotrophic lateral sclerosis (ALS) diagnosis relies on signs of progressive damage to both lower motoneuron (LMN), given by clinical examination and electromyography (EMG), and upper motoneuron (UMN), given by clinical examination only. Recognition of UMN involvement, however, is still difficult, so that diagnostic delay often remains too long. Shortening the time to clinical and genetic diagnosis is essential in order to provide accurate information to patients and families, avoid time-consuming investigations and for appropriate care management. This study investigates whether combined patellar tendon reflex recording with motor-evoked potentials to the lower limbs (T-MEP-LL) is relevant to assess corticospinal function in ALS, so that it might serve as a tool improving diagnosis. T-MEP-LL were recorded in 135 patients with suspected motor neuron disease (MND) from February 2010 to March 2021. The sensitivity, specificity, and ability to improve diagnosis when added to Awaji and Gold Coast criteria were determined. The main finding of the study is that T-MEP-LL can detect UMN dysfunction with a 70% sensitivity and 63% specificity when UMN clinical signs are lacking. The sensitivity reaches 82% when considering all MND patients. Moreover, at first evaluation, using T-MEP-LL to quantify reflex briskness and to measure central conduction time, can improve the diagnostic accuracy. T-MEP-LL is easy to perform and does not need any electrical stimulation, making the test rapid, and painless. By the simultaneous quantification of both UMN and LMN system, it could also help to identify different phenotype with more accuracy than clinical examination in this broad-spectrum pathology. The question whether T-MEP-LL could further be a real biomarker need further prospective studies.
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  • 文章类型: Journal Article
    可归因于夸张的伸展反射通路的痉挛,特别是影响脚踝足底屈肌,通常会损害不完全脊髓损伤者的地面行走。来自啮齿动物模型的有力证据强调了暴露于急性间歇性缺氧(AIH)如何提供一种独特的媒介,以在介导牵张反射兴奋性的关键抑制途径中诱导脊髓可塑性,并可能影响痉挛。在这项研究中,我们量化了一次AIH暴露对健全者伸展反射的影响.我们假设,当参与者进行被动和自愿匹配的收缩时,在施加于踝关节的斜坡保持角度扰动期间,单个AIH序列将增加比目鱼肌的拉伸反射兴奋性。我们的结果表明,在被动和主动匹配条件下,单次AIH暴露都不会显着改变拉伸反射的兴奋性。此外,我们发现,在假和AIH暴露后,身体健全的个体从被动匹配状态到主动匹配状态的伸展反射反应均增加.一起,这些研究结果表明,单一AIH暴露可能无法充分参与抑制途径,从而改变身体健全者的牵张反射反应.然而,我们目前发现的普遍性需要在重复暴露于AIH期间进行进一步检查,以及在功能运动期间潜在的反射调节。如地面行走。
    Spasticity attributable to exaggerated stretch reflex pathways, particularly affecting the ankle plantar flexors, often impairs overground walking in persons with incomplete spinal cord injury. Compelling evidence from rodent models underscores how exposure to acute intermittent hypoxia (AIH) can provide a unique medium to induce spinal plasticity in key inhibitory pathways mediating stretch reflex excitability and potentially affect spasticity. In this study, we quantify the effects of a single exposure to AIH on the stretch reflex in able-bodied individuals. We hypothesized that a single sequence of AIH will increase the stretch reflex excitability of the soleus muscle during ramp-and-hold angular perturbations applied to the ankle joint while participants perform passive and volitionally matched contractions. Our results revealed that a single AIH exposure did not significantly change the stretch reflex excitability during both passive and active matching conditions. Furthermore, we found that able-bodied individuals increased their stretch reflex response from passive to active matching conditions after both sham and AIH exposures. Together, these findings suggest that a single AIH exposure might not engage inhibitory pathways sufficiently to alter stretch reflex responses in able-bodied persons. However, the generalizability of our present findings requires further examination during repetitive exposures to AIH along with potential reflex modulation during functional movements, such as overground walking.
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  • 文章类型: Journal Article
    关节肌肉抑制(AMI)是由病理性膝盖状况引起的。本研究旨在研究触觉刺激对模拟AMI在不可预测的着陆过程中引起的反射变化的影响。20名参与者执行了6项单边着陆任务:15厘米正常着陆(15NL),30厘米正常着陆(30NL),惊喜着陆(SL),振动后30厘米正常着陆(30NLV),SL跟随振动(SLV),和SL后振动与动力学胶带(SLK)。对于SL,坚固的着陆平台(15厘米)被拆除,取而代之的是假地板。由于假地板在负载下容易移位,参与者意外地通过平台跌落到15厘米以下的实际着陆表面。完成15NL后,30NL,和SL,对参与者的膝盖施加振动以诱导类似于AMI的神经系统变化。振动后,参与者进行了30NLV,SLV,和SLK的顺序是随机的。检查了着陆后短潜伏期(31-60ms)和中等潜伏期(61-90ms)的EMG信号。来自股外侧肌(VL)的EMG信号,中肌(VM),记录和股二头肌(BF)并在任务之间进行比较。与30NL相比,在中等潜伏期,SL中所有肌肉的EMG信号均显着增强。SL中增强的EMG信号被VL中的振动刺激抑制,但用运动学胶带进行皮肤刺激后,抑制的EMG信号得以恢复(p<0.01)。我们的发现表明,AMI可以在不可预测的着陆过程中改变运动控制模式,而触觉刺激可以将改变的运动控制恢复到正常状态。
    Arthrogenic muscle inhibition (AMI) is induced by pathological knee conditions. The present study aimed to investigate the effect of tactile stimulation on reflex changes induced by simulated AMI during unpredictable landing performances. Twenty participants performed six unilateral landing tasks: 15 cm normal landing (15NL), 30 cm normal landing (30NL), surprise landing (SL), 30 cm normal landing following vibration (30NLV), SL following vibration (SLV), and SL following vibration with Kinesiology tape (SLK). For SL, the solid landing platform (15 cm) was removed and replaced by a false floor. Since the false floor dislodged easily under load, participants unpredictably fell through the platform to the actual landing surface 15 cm below. After completing 15NL, 30NL, and SL, vibration was applied to participants\' knees to induce neurological changes similar to AMI. After vibration, participants performed 30NLV, SLV, and SLK in a random order. EMG signals in the post-landing short latency (31-60 ms) and medium latency (61-90 ms) periods were examined. EMG signals from the vastus lateralis (VL), vastus medialis (VM), and biceps femoris (BF) were recorded and compared between tasks. EMG signals of all muscles in SL were significantly enhanced in the medium latency period as compared with 30NL. Enhanced EMG signals in SL were suppressed by vibration stimulation in the VL, but the suppressed EMG signals were restored after cutaneous stimulation with Kinesiology tape (p < 0.01). Our findings suggest that AMI could alter motor control patterns during unpredictable landing and that tactile stimulation could restore the altered motor control to a normal state.
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  • 文章类型: Journal Article
    痉挛可能影响脑瘫患儿的步态。量化其在运动期间的发生是具有挑战性的。一种方法是确定运动学牵张反射阈值,通常在速度上,在被动评估期间,并在步态期间搜索它们的超标。这些阈值是通过肌电图发作检测算法确定的,它们的性能是可变的,对嘈杂的数据很敏感,因此可能缺乏一致性。本研究旨在评估从最大肌腱加速度确定速度拉伸反射阈值的可行性。招募了18名CP患儿,并进行了临床步态分析和比目鱼肌的全面仪器评估,腓肠肌外侧,半腱肌,和股直肌痉挛,用EMG,运动学,同时测量施加的力。使用受试者缩放的肌肉骨骼模型,我们确定了基于加速度的牵张反射速度阈值,并将其与基于EMG-Fonset测定的阈值进行了比较.根据生理标准,它们的一致性,即,如果阈值的时间在拉伸开始和痉挛捕获之间,进行了评估。最后,设计用于评估步态过程中痉挛发生的两个参数,即,步态速度高于速度阈值的步态试验时间的比例和超过阈值的次数,进行了比较。所提出的方法产生的速度拉伸反射阈值接近基于EMG的阈值。对于所有的肌肉,设计用于评估步态痉挛发生的两个参数之间没有发现统计学差异。与基于EMG的方法相反,所提出的方法总是提供生理上一致的值,中值机电延迟在50到130毫秒之间。对于所有科目,步态过程中的半腱肌速度通常超过其伸展反射阈值,而其他三块肌肉的频率较低。我们得出的结论是速度拉伸反射阈值,基于肌肉的加速度,是基于EMG的可靠替代品。
    Spasticity might affect gait in children with cerebral palsy. Quantifying its occurrence during locomotion is challenging. One approach is to determine kinematic stretch reflex thresholds, usually on the velocity, during passive assessment and to search for their exceedance during gait. These thresholds are determined through EMG-Onset detection algorithms, which are variable in performance and sensitive to noisy data, and can therefore lack consistency. This study aimed to evaluate the feasibility of determining the velocity stretch reflex threshold from maximal musculotendon acceleration. Eighteen children with CP were recruited and underwent clinical gait analysis and a full instrumented assessment of their soleus, gastrocnemius lateralis, semitendinosus, and rectus femoris spasticity, with EMG, kinematics, and applied forces being measured simultaneously. Using a subject-scaled musculoskeletal model, the acceleration-based stretch reflex velocity thresholds were determined and compared to those based on EMG-Onset determination. Their consistencies according to physiological criteria, i.e., if the timing of the threshold was between the beginning of the stretch and the spastic catch, were evaluated. Finally, two parameters designed to evaluate the occurrence of spasticity during gait, i.e., the proportion of the gait trial time with a gait velocity above the velocity threshold and the number of times the threshold was exceeded, were compared. The proposed method produces velocity stretch reflex thresholds close to the EMG-based ones. For all muscles, no statistical difference was found between the two parameters designed to evaluate the occurrence of spasticity during gait. Contrarily to the EMG-based methods, the proposed method always provides physiologically consistent values, with median electromechanical delays of between 50 and 130 ms. For all subjects, the semitendinosus velocity during gait usually exceeded its stretch reflex threshold, while it was less frequent for the three other muscles. We conclude that a velocity stretch reflex threshold, based on musculotendon acceleration, is a reliable substitute for EMG-based ones.
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  • 文章类型: Journal Article
    痉挛的特征是强直拉伸反射的速度依赖性增加。有证据表明,痉挛源于下行道或反射回路的过度活动。为了查明多动症的根源,然而,由于缺乏体内人类数据,这很困难。因此,我们实施了一个神经形态模型,通过刺激神经元活动来恢复神经动力学。对两种类型的输入进行了建模:(1)加法条件(ADD)将强直突触输入直接应用于反射回路;(2)乘法(MUL)条件,以调整反射回路内的回路增益。结果表明,这两种情况都产生了类似患者数据的拮抗剂EMG反应。痉挛的时间对ADD条件更敏感,而痉挛肌电图的振幅对MUL条件更敏感。总之,我们的模型表明,加性和乘法性超活动都足以引起速度依赖性痉挛肌电信号(EMG),但敏感性不同。这项模拟研究表明,由不同的起源引起的痉挛可以通过严重程度的进展来辨别,这可能有助于康复中的个性化目标设定和参数选择。临床相关性-痉挛神经形态模型的潜在应用包括治疗计划的参数选择,如运动范围,重复,和负载。
    Spasticity is characterized by a velocity-dependent increase in the tonic stretch reflex. Evidence suggests that spasticity originates from hyperactivity in the descending tract or reflex loop. To pinpoint the source of hyperactivity, however, is difficult due to lack of human data in-vivo. Thus, we implemented a neuromorphic model to revive the neurodynamics with spiking neuronal activity. Two types of input were modeled: (1) the additive condition (ADD) to apply tonic synaptic inputs directly into the reflex loop; (2) the multiplicative (MUL) condition to adjust the loop gains within the reflex loop. Results show that both conditions produced antagonist EMG responses resembling patient data. The timing of spasticity is more sensitive to the ADD condition, whereas the amplitude of spastic EMG is more sensitive to the MUL condition. In conclusion, our model shows that both additive and multiplicative hyperactivities suffice to elicit velocity-dependent spastic electromyographic signals (EMG), but with different sensitivities. This simulation study suggests that spasticity caused by different origins may be discernable by the progression of severity, which may help individualized goalsetting and parameter-selection in rehabilitation.Clinical Relevance-Potential application of neuromorphic modeling on spasticity includes selection of parameters for therapeutic plans, such as movement range, repetition, and load.
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