Discharge variability and physiological properties of human masseter motor units

Intramuscular electrodes were used to study discharge variability in motor units of human masseter whose physiological properties were determined using spike-triggered averaging. Subjects voluntarily controlled the mean firing rate of a selected motor unit at 10 Hz for 15 min of continuous activation. Discharge variability was assessed at the beginning and end of this period. In 81% of units, the discharge variability at a mean interspike interval (ISI) of 100 ms increased after 15 min of continuous activity. There was a wide range of discharge variability within the population of masseter units studied, but no significant correlations were found between initial discharge variability and recruitment threshold, twitch tension or time-to-peak tension (TTP). There was, however, a significant correlation between motor unit fatigability and its initial discharge variability. This represents a link between the motoneuron and the functional properties of the muscle fibers in innervates.     

High-yield decomposition of surface EMG signals

Objective

Automatic decomposition of surface electromyographic (sEMG) signals into their constituent motor unit action potential trains (MUAPTs).

Methods

A small five-pin sensor provides four channels of sEMG signals that are in turn processed by an enhanced artificial intelligence algorithm evolved from a previous proof-of-principle. We tested the technology on sEMG signals from five muscles contracting isometrically at force levels ranging up to 100% of their maximal level, including those that were covered with more than 1.5 cm of adipose tissue. Decomposition accuracy was measured by a new method wherein a signal is first decomposed and then reconstructed and the accuracy is measured by comparison. Results were confirmed by the more established two-source method.

Results

The number of MUAPTs decomposed varied among muscles and force levels and mostly ranged from 20 to 30, and occasionally up to 40. The accuracy of all the firings of the MUAPTs was on average 92.5%, at times reaching 97%.

Conclusions

Reported technology can reliably perform high-yield decomposition of sEMG signals for isometric contractions up to maximal force levels.

Significance

The small sensor size and the high yield and accuracy of the decomposition should render this technology useful for motor control studies and clinical investigations.     

High-density surface electromyography to assess motor unit firing rate in Charcot-Marie-Tooth disease type 1A patients

ObjectiveThe aim of this study was to elucidate the characteristics of the motor unit (MU) firing rate in Charcot-Marie-Tooth disease type 1A (CMT1A) patients and its longitudinal change using high-density surface-electromyography (surface-EMG) and MU decomposition analysis.MethodsNineteen patients with CMT1A and 21 force-matched healthy controls prospectively underwent surface-EMG recording of the vastus lateralis muscle during ramp-up and sustained contractions on performing isometric knee extension. After decomposition analysis, instantaneous firing rates (IFRs) of individually identified MUs were calculated. In CMT1A patients, follow-up measurements were performed one year after the baseline. Comparison of IFRs and clinical variables between CMT1A patients and controls at the baseline and between the baseline and after one year in CMT1A patients was performed.ResultsMean IFRs of MUs were lower in CMT1A patients than in controls. This was true at various force levels in ramp-up contractions (p < 0.01. e.g., 10.3 (CMT1A patients) vs. 12.2 (controls) pulses-per-second (pps) at 22.5–27.5% of maximal voluntary contraction (MVC) in MUs recruited at <7.5% of MVC) and at any time-point during sustained contractions (p < 0.001. e.g., 8.0 vs. 9.3 pps, respectively, at 10–20 seconds). In CMT1A patients, mean IFRs at 0–10 seconds of sustained contraction were significantly decreased over one year (from 8.06 to 7.52 pps; p = 0.027), whereas the disease severity score and MVC of knee extension did not change over time.ConclusionCMT1A patients had a lower individual MU firing rate.SignificanceThe MU firing rate is a potential short-term biomarker of axonal damage in CMT1A patients.     

CMAP scan discontinuities: Automated detection and relation to motor unit loss

ObjectiveTo evaluate an automated method that extracts motor unit (MU) information from the CMAP scan, a high-detail stimulus–response curve recorded with surface EMG. Discontinuities in the CMAP scan are hypothesized to result from MU loss and reinnervation.MethodsWe introduce the parameter D50 to quantify CMAP scan discontinuities. D50 was compared with a previously developed manual score in 253 CMAP scans and with a simultaneously obtained motor unit number estimate (MUNE) in 173 CMAP scans. The effect of MU loss on D50 was determined with a simulation model.ResultsWe found a high agreement (sensitivity = 86.8%, specificity = 96.6%) between D50 and the manual score. D50 and MUNE were significantly correlated below 80 MUs (r = 0.65, n = 68, p < 0.001), but not when MUNE was larger than 120 MUs (r = 0.23, n = 59, p = 0.08).ConclusionsDiscontinuities in the CMAP scan as expressed by a decreased D50 are related to significant MU loss. The determination of D50 is objective, quantitative, and less time-consuming than both manual scoring and many existing MUNE methods.SignificanceD50 is potentially useful to monitor neurogenic disorders and moderate to severe MU loss.     

A new approach to motor unit estimation with surface EMG triggered averaging technique

A new method for estimating the number of motor units using a surface EMG triggered averaging technique is described. This method provides an estimation of mean motor unit potential (MUP) amplitude at different leveles of contraction, which can be utilized to estimate the number of motor units in a given muscle. Motor unit count estimated in abductor pollicis brevis (APB) muscle of 11 normal healthy subjects ranged from 131 to 371 with a mean of 246 ± 68. In our preliminary study of patients with lower motor neuron lesions, there was a significant reduction in the number of motor units. We believe our new noninvasive method of motor unit counting is a relatively simple and reproducible physiological technique.© 1995 John Wiley &Sons, Inc.     

Motor unit number index examination in dominant and non-dominant hand muscles

This study investigated the effect of handedness on motor unit number index (MUNIX). Maximal hand strength, compound muscle action potential (CMAP) and voluntary surface electromyography (EMG) signals were measured bilaterally for the first dorsal interosseous (FDI) and thenar muscles in 24 right-handed and 2 left-handed healthy subjects. Mean (±standard error) grip and pinch forces in the dominant hand were 43.99 ± 2.36 kg and 9.36 ± 0.52 kg respectively, significantly larger than those in the non-dominant hand (grip: 41.37 ± 2.29 kg, p < .001; pinch: 8.79 ± 0.46 kg, p < .01). Examination of myoelectric parameters did not show a significant difference among the CMAP area, the MUNIX or motor unit size index (MUSIX) between the two sides in the FDI and thenar muscles. In addition, there was a lack of correlation between the strength and myoelectric parameters in regression analysis. However, strong correlations were observed between dominant and non-dominant hand muscles in both strength and myoelectric measures. Our results indicate that the population of motor units or spinal motor neurons as estimated from MUNIX may not be associated with handedness. Such findings help understand and interpret the MUNIX during its application for clinical or laboratory investigations.     

Recording characteristics of the surface EMG electrodes

Routine motor nerve conduction studies are conducted using surface EMG electrodes. Most techniques of estimating the number of motor units (MUs) are based on surface EMG recordings. Therefore, it is important to assess the uptake area of these electrodes. We recorded surface EMG motor unit action potentials (SMUAPs) from the biceps muscle of normal subjects. The SMUAP amplitude fell from 42 μV for the superficially located MUs (i.e., within 10 mm of skin surface) to 11 μV for the deep MUs (i.e., more than 20 mm from the skin surface). We infer that the pickup radius of the surface electrode is less than 20 mm. The implications of the limited uptake area of the surface electrodes to the analysis of compound muscle action potentials, estimation of the number of MUs, and the surface EMG recordings are discussed. © 1994 John Wiley & Sons, Inc.     

Reliability of spike triggered averaging of the surface electromyogram for motor unit action potential estimation

Introduction: The reliability of estimated motor unit parameters using spike triggered averaging (STA) of the surface electromyogram (sEMG) has not been tested thoroughly. We investigated factors that may induce amplitude bias in estimated motor unit action potentials (MUAPs) and shape variations. Methods: An sEMG record was simulated. MUAPs were then estimated from the STA of the simulated EMG. Results: Variations in MUAP duration led to under‐estimation of real MUAP amplitude, while synchronized firing led to over‐estimation of amplitude. Spurious firing resulted in over‐estimation of the amplitude of small motor units but under‐estimation of the amplitude of large ones. Variability in amplitude and high firing rates had minimal influence on amplitude estimation. High firing rates and variation in MUAP duration led to large variations in MUAP shape. Estimation errors also correlated with shape variations. Conclusions: Recommendations to enhance the accuracy of the STA estimates have been proposed. Muscle Nerve 48 : 557–570, 2013     

Muscle spindle contributions to the stretch-evoked electromyogram: nerve block studies

Application of external torque to cause joint rotation evokes electromyogram (EMG) activity in the stretched muscles. These responses were studied in the tibialis anterior (TA) and flexor carpi ulnaris (FCU) muscles of normal human subjects in conjunction with a nerve block procedure by a local anesthetic agent. In both muscles, differences were observed between the myotatic and postmyotatic portions of the evoked EMG response. During recovery from a complete nerve block, the late components of the EMG (postmyotatic and stabilizing responses) recovered to the preblock magnitude faster than the early components (myotatic and late myotatic responses). Following partial nerve block, the late EMG components were diminished to a lesser extent and recovered faster than the early EMG components. This study suggests that peripheral afferent inputs are obligatory for the myotatic and late myotatic EMG responses. The effects of peripheral afferent inputs on postmyotatic responses are to modulate these later responses. However, the absence of peripheral afferent inputs will not prevent or even delay postmyotatic responses.     

Use of the surface EMG signal for performance evaluation of back muscles

For well over a decade my associates and I have been developing an objective, noninvasive technique to evaluate the performance of low-back muscles, with emphasis on being able to distinguish between healthy and dysfunctioned backs. Our approach is based on the well-known fact that the EMG signal undergoes a compression in the frequency domain during a sustained muscle contraction. In particular we track the median frequency of EMG signals detected from six muscles in the lower back during an isometric extension of the trunk. The measurements are taken with the Back Analysis System which consists of a postural restraining device, special electrodes for detecting the EMG signals, a muscle fatigue monitor which calculates the median frequencies, and the appropriate software. We have found that the pattern of fatigue exhibited by the six median frequency curves can be used to distinguish individuals who have low-back pain from those who do not with an accuracy of at least 84%. An even more relevant and timely application of our technique is for quantifying the progression of the performance of low-back muscles during a rehabilitation program. Although more work is required to explore the intricacies of the technique, present results provide a convincing indication that it is reliable and that it is ready to be placed into practice. © 1993 John Wiley & Sons, Inc.     

SEP、EMG监测在岩斜区脑膜瘤手术中的应用

目的探讨术中体感诱发电位(SEP)和肌电图(EMG)联合监测技术在岩斜区脑膜瘤显微手术切除过程中的应用。方法对46例行显微手术切除岩斜区脑膜瘤患者进行术中下肢SEP监测及眼轮匝肌、口轮匝肌、咀嚼肌和斜方肌EMG监测,并将术中监测记录与麻醉后、手术开始前的记录进行比较,SEP潜伏期延长10%或波幅下降50%,EMG出现异常高电压作为预警参考值。结果 46例患者中,34例(74%)患者术中SEP监测到病变切除后潜伏期缩短超过3%或/波幅上升超过10%;7例(15%)无明显变化;5例(11%)潜伏期在安全范围,波幅下降到麻醉诱导时的30%。46例(100%)患者术中EMG均记录到不同程度的异常高电压,均根据情况调整手术方案,术毕EMG监测结果示异常放电均消失;术前25例眼胀、耳呜、面部疼痛较重患者术后症状均得到明显改善,6例无明显改变甚至呛咳增加、视力下降、复视更严重,3月后复查6例患者症状均得到改善;余术前症状不明显者,术后无明显变化。结论 SEP和EMG联合监测可最大程度避免颅神经损伤,保护神经功能,降低手术风险。     

Stimulating deep cortical structures with the batwing coil: how to determine the intensity for transcranial magnetic stimulation using coil-cortex distance

Transcranial magnetic stimulation (TMS) is increasingly used in cognitive neuroscience to probe non-motor cortical regions. A key question for such studies is the choice of stimulation intensity. Early studies used a simple metric such as 115% of motor threshold (MT) for non-motor regions; where MT is the stimulation intensity required to elicit a particular amplitude of motor evoked potential or visible muscle twitch when the coil is placed over primary motor cortex. Recently, however, it was demonstrated that this simple metric for stimulation of non-motor regions is inadequate - it could lead to over or under-stimulation depending on the distance between the coil and the cortex. Instead, a method was developed to scale the motor threshold based on coil-cortex distance, at least for standard figure-of-eight stimulating coils. Here we validate the same method for a ‘batwing coil’, which is designed to stimulate deeper cortical structures such as the medial frontal cortex. We modulated coil-cortex distance within-participant by inserting spacers of different thickness between coil and scalp. We then measured MT at each spacer. We show that for every millimeter between coil and scalp an additional 1.4% of TMS output is required to induce an equivalent level of brain stimulation at the motor cortex. Using this parameter we describe a linear function to adjust MT for future studies of non-motor regions-of-interest using the batwing coil. This is the first study to demonstrate the effects of coil-cortical distance on stimulation efficiency via a monophasic system using a batwing coil.     

Motor unit recruitment and bursts of activity in the surface electromyogram during a sustained contraction

Bursts of activity in the surface electromyogram (EMG) during a sustained contraction have been interpreted as corresponding to the transient recruitment of motor units, but this association has never been confirmed. The current study compared the timing of trains of action potentials discharged by single motor units during a sustained contraction with the bursts of activity detected in the surface EMG signal. The 20 motor units from 6 subjects [recruitment threshold, 35.3 +/- 11.3% maximal voluntary contraction (MVC) force] that were detected with fine wire electrodes discharged 2-9 trains of action potentials (7.2 +/- 5.6 s in duration) when recruited during a contraction that was sustained at a force below its recruitment threshold (target force, 25.4 +/- 10.6% MVC force). High-pass filtering the bipolar surface EMG signal improved its correlation with the single motor unit signal. An algorithm applied to the surface EMG was able to detect 75% of the trains of motor unit action potentials. The results indicate that bursts of activity in the surface EMG during a constant-force contraction correspond to the transient recruitment of higher-threshold motor units in healthy individuals, and these results could assist in the diagnosis and design of treatment in individuals who demonstrate deficits in motor unit activation.     

The effect of descending theta rhythmic input from the septohippocampal system on firing in the supramammillary nucleus

The supramammillary nucleus (SUM) is part of an ascending pathway conveying behavior-dependent drive to the septal generator of limbic theta rhythm. The SUM is, however, reciprocally connected to the septohippocampal system and there is strong evidence that both septum and SUM are capable of generating theta rhythmic activity. The present study examined the possible role of a descending rhythmic input to the SUM using simultaneously recorded hippocampal EEG and SUM neuronal activity in anesthetized rats. Fourier based phase analysis was performed on recordings in which fast theta rhythmic activity was elicited by tail pinch and in which a slower theta rhythm persisted after cessation of the sensory stimulus. It was found that the firing of a subpopulation of SUM neurons followed the hippocampal theta waves with a constant time delay, rather than a constant phase, suggesting that during deceleration associated with a shift from sensory-elicited theta to spontaneous theta rhythm they followed a descending rhythmic input, most likely from the medial septum. Neurons of a second group, which fired at the hippocampal theta peaks, did not show such relationship demonstrating heterogeneity in the population of rhythmic SUM neurons and their possible roles in theta generation. Combined with previous studies focusing on the role of the ascending theta drive from the SUM, these results demonstrate dynamic bidirectional coupling between subcortical theta generators. Thus, during certain states, rhythmically firing SUM neurons lead the septal theta oscillator, in others the direction may reverse and SUM follows a theta drive of septal origin.     

Selective spatial information from surface EMG after temporal filtering: the application to interference EMG using cross-covariance analysis

OBJECTIVE: An increased spatial resolution in multichannel surface EMG recordings would provide new possibilities for the investigation of intermuscular and intramuscular coordination. A known analytical solution for volume conduction allows the conclusion that a high pass filtered surface electromyography (SEMG) signal contains information from a smaller environment near the recording electrode and therefore provides a higher spatial resolution. METHODS: The present paper concerns experiments on 9 subjects to measure, from the human biceps brachii muscle during static isometric contraction, using multichannel surface EMG. Cross-correlation functions between bipolar SEMG channels were calculated and high pass filtered. RESULTS: The correlation peaks showed the signs of propagating action potentials. The spatial width in the direction perpendicular to the muscle fibres decreased with increasing cut-off frequency. There exists an optimal cut-off frequency, which provides the best spatial resolution. It correlates with the thickness of the subcutaneous fat layer which causes a minimum depth of the active muscle fibres measured. CONCLUSIONS: High pass filtered cross-covariance functions of bipolar SEMG channels have an increased spatial resolution perpendicular to the muscle fibre direction and the frequency content of the signals can potentially give an indication of the depth of the active muscle fibres.     

Covert muscle excitation is outflow from the central generation of motor imagery

Two studies were conducted in an attempt to examine inflow and outflow processing by examining covert muscle excitation during motor imagery (MI) and its correlation with motor task performance. Examining 80 novice dart throwers in Experiment 1, MI produced greater levels of covert excitation at the dominant biceps in comparison to control imagery (CI). In addition, covert excitation correlated significantly with imagery ability and imagery vividness. This excitation, however, did not predict motor task acquisition or retention. Experiment 2 attempted to manipulate pre-imagery relaxation states by giving 104 novice dart performers a relaxation task or a distraction task before imagery sessions. MI resulted in improved task retention and resulted in significantly greater covert muscle excitation at the frontalis in comparison to CI. The relaxation condition, however, did not yield greater levels of muscular relaxation in comparison to the distraction condition, and did not yield greater imagery vividness or motor performance. Finally, covert muscle excitation did not predict motor acquisition or retention error. Results suggest that covert excitation is a byproduct of the central generation of the image that does not relate meaningfully to motor skill acquisition or retention gains.     

Concurrent excitation of the opposite motor cortex during transcranial magnetic stimulation to activate the abdominal muscles

The study investigated the potential for stimulation of both motor cortices during transcranial magnetic stimulation (TMS) to evoke abdominal muscle responses. Electromyographic activity (EMG) of transversus abdominis (TrA) was recorded bilaterally in eleven healthy volunteers using fine-wire electrodes. TMS at 120% motor threshold (MT) was delivered at rest and during 10% activation at 1 cm intervals from the midline to 5 cm lateral, along a line 2 cm anterior to the vertex. The optimal site to evoke responses in TrA is located 2 cm lateral to the vertex. When bilateral abdominal responses were evoked at or lateral to this site, onset of ipsilateral motor evoked potentials (MEPs) were 3–4 ms longer than contralateral MEPs. The difference between latencies is consistent with activation of faster crossed-, and slower uncrossed-corticospinal pathways from one hemisphere. However, latencies of MEPs were similar between sides when stimulation was applied more medially and were consistent with concurrent activation of crossed corticospinal tracts on both sides. The findings suggest that stimulation of both motor cortices is possible when TMS is delivered less than 2 cm from midline. Concurrent stimulation of both motor cortices can be minimised if TMS is delivered at least 2 cm lateral to midline.