Electromyography



Fig. 12.1
Recording errors when acquiring EMG data. (a) Raw EMG without recording errors, note the variation in peak amplitudes. (b) Clipping of EMG signals as can be seen by the blunted edges of the recording. (c) Saturation of amplifier where the signal amplitude exceeds the resolution of the display



A320130_1_En_12_Fig2_HTML.gif


Fig. 12.2
Motion artifact contamination within the EMG signal. The raw data displayed in the top row contains motion artifact as identified by the small circle. When the x-axis is expanded in the second row, the motion artifact becomes more evident. The third and fourth rows demonstrate how smoothing and filtering processes can mask the motion artifact, reinforcing the importance of careful inspection of the raw EMG signal


A320130_1_En_12_Fig3_HTML.gif


Fig. 12.3
Mathematical processing of EMG data. (a) Raw EMG data recorded from the pelvic floor muscles using a differential suction electrode. (b) EMG data full-wave rectified (making all the negative values positive). (c) Integrated EMG signal. (df) Sliding window technique used to smooth the data where the size of the window increases from 20 ms in (d), to 200 ms in (e), and 400 ms in (f). The signal becomes smoother the longer the window is. (gi) Third-order Butterworth filters used to smooth the EMG data. (g) Filter cutoff value is 6 Hz. (h) Filter cutoff value is 3 Hz. (i) Panels (g) and (h) filter the data in a forward direction, (i) filters the data forwards (red signal) and then backwards (blue signal) to reduce the time shift created with the forward moving filter as can been seen by the separation of the two tracings




12.2.2.4 Activation Timing or Motor Control


The timing of PFM EMG activation relative to other nearby muscles during various tasks such as straining , coughing , and voiding is yet another indicator of PFM function. Fine wire electrodes are well suited to this application as the muscle activation onsets are abrupt and therefore easy to detect. The detection of EMG onset using surface electrodes is much more complicated than using fine wire electrodes because the resultant signal most often demonstrates a gradual rise in EMG activation; selecting the appropriate point to label as the onset is challenging. Automated onset detection algorithms are reliable, but are highly susceptible to sources of noise interference (e.g., motion artifact and ECG interference as discussed in Sect. 12.3) that will negatively affect their validity. Several approaches to automated onset detection for sEMG data have been cited in the literature over the past 20 years [6971], but to our knowledge none have been validated against wire or needle EMG activation onset in the PFMs.

Clinically, onset detection from sEMG signals is often done by visual inspection of raw EMG signals. For example, the relative timing of detrusor contraction (through bladder and urethral pressure measurements) and levator ani activity (recorded using sEMG patch electrodes located on the perineum) is used to diagnose voiding dyssynergia, where the PFMs are normally expected to relax when the detrusor muscle is active [7276]. Patients with postpartum low back and/or pelvic pain [46], vaginismus [77], dyssynergic urination [78], and defecation disorders [72, 73, 79] have all demonstrated the presence of paradoxical sEMG activation recorded from their PFMs during straining activities, where relaxation of the PFMs is normally expected. This observed behavior points to abnormal neuromuscular control, and is particularly well suited to the use of PFM EMG as a real-time biofeedback tool to train or reestablish normal behaviors.

Urodynamic flow analysis using EMG is commonly used to diagnose PFM dyssynergia in children and adults [7274, 76, 78, 80]. In children, dyssynergic voiding is identified through the presence of a “staccato pattern” to confirm urethral sphincter contraction, rather than relaxation, during voiding [74, 75, 80]. Surface patch electrodes are widely used to compare muscle activation patterns during filling and voiding as part of this routine urodynamic assessment. Kirby et al. [78] demonstrated that surface patch electrodes did not represent the expected activation of the pelvic floor and external urethral sphincter during voiding and relaxation, whereby EMG amplitude was actually higher during voiding compared to filling using both qualitative and quantitative evaluation. As discussed in more detail in Sect. 12.3, this is not surprising considering that EMG recorded using surface patch electrodes on the perineum is a reflection of global muscle activation, and should not be used as a surrogate for urethral muscle activation.

Recently, van Batavia et al. [80] suggested a novel EMG lag-time analysis to assess voiding dyssynergia in children by reporting the time interval between PFM relaxation, and the initiation of voiding as a potential metric. They suggested that normal values range between 2 and 6 s and suggested that detrusor overactivity should be suspected when this delay is shortened. This idea shows promise but has not yet been tested using proper psychometric assessment .

The inability to relax the PFMs during defecation efforts is the main criterion used in the diagnosis of dyssynergic defecation [81] and is part of the Rome III diagnostic criteria [79]. The specific criterion states that dyssynergic defecation is present when there is an appropriate expulsive force concurrently with either an inappropriate PFM contraction or with less than 20 % decrease in resting baseline EMG amplitude. The timing and EMG amplitude criteria are commonly based on visual inspection of the EMG data, and as such, are not well standardized. When looking at timing of PFM quieting during defecation efforts, Ribas [72] examined two cohorts of women with functional constipation using intra-abdominal pressure , defecography and EMG, and concluded that 68 % of women demonstrated pelvic floor paradoxical contraction upon defecation. Bordeianou et al. [73] found that sEMG values recorded during voiding did not predict pelvic floor dysfunction when compared to defecography, considering that among 64 patients who had signs of dyssynergia on sEMG, only half had signs of dyssynergia on defecography, which is considered the gold standard. Based on these findings, there is a need to reevaluate the Rome III criteria in the diagnosis of dyssynergic defecation.

As will become clear in Sect. 12.3, the difficulties in assessing PFM dyssynergia may result from the highly nonspecific nature of the surface patch electrodes generally used for these investigations. Given the current evidence, further research is urgently needed, where more appropriate EMG electrode types and configurations may more clearly identify the presence or absence of paradoxical PFM activation and alterations in the timing of PFM relaxation prior to voiding to allow us to understand conditions such as urinary retention disorders, chronic constipation, and even pelvic pain, dyspareunia, and ED.


12.2.2.5 Evoked Activation of the PFMs


The study of evoked activation of the PFMs has the potential to inform our understanding of the roles of the central and peripheral nervous systems in the overactive PFM, notably by measuring the excitability of the central nervous system by looking at the amplitude and timing of the EMG response. Evoked activation can be induced using electrical or mechanical excitation of the pudendal nerve bundle or S2–S4 nerve roots via stimulation of the motor neuron pool, and/or stimulation of cortical interneurons using transcranial magnetic stimulation, and by recording the resultant EMG activity from the PFMs. Evoked potential studies involving the PFMs are rare as the nerves innervating the PFMs are difficult to access along their pathways deep within the pelvis. These techniques have high within-subject variability [8285] partly because the stimulation is imprecise and might lead to activation of nearby muscles, which precludes their usefulness to study the corticomotor pathways to the PFMs and might explain why they have seldom been used. The reliability of the amplitude or latency of other PFM responses has not been discussed in the literature.

Nevertheless, Frasson et al. [86] successfully used concentric needle electrodes to demonstrate hyper-reflexia of the bulbocavernosus muscle in response to clitoral stimulation in women with vulvodynia. Regardless of subtype, women with vulvodynia demonstrated polysynaptic reflex amplitudes that were approximately twice as high as those recorded from a control group, providing compelling evidence of a central nervous system involvement in this condition. This result was consistent with findings from our laboratory of heightened sEMG responses of the bulbocavernosus muscle in women with provoked vestibulodynia when a pressure stimulus was applied to the vulvar vestibule, as compared to pain-free women [40]. It may also reflect the same phenomenon witnessed by Shafik et al. [36] in the evaluation of women with vaginismus, whereby PFM EMG responses were observed during vaginal probe insertion. The presence of PFM spasm was initially included in the definition of vaginismus , but has, however, since been withdrawn due to conflicting evidence [87, 88].



12.2.3 Summary


Although much has been learned about the functional anatomy and neurophysiology of the PFMs through EMG investigations, with results pointing towards the presence of higher electrogenic tone and PFM dyssynergia, high quality research in this area is lacking. Much more can be learned through further investigation, however, several considerations must be taken into account when recording and interpreting EMG signals in both the clinical and research settings such that the resultant EMG information is accurate and reliable. These are discussed in the following section.



12.3 The Acquisition of EMG Signals


EMG signal properties are highly influenced by the instrumentation used to record the signals, including the characteristics of electrodes used, signal acquisition parameters, signal processing techniques, and signal presentation. Each of these is discussed briefly below.


12.3.1 Characteristics of EMG Electrodes



12.3.1.1 Electrode Type


EMG signals can be recorded using needle, fine wire, or surface electrodes, and each electrode type has distinct advantages and disadvantages. First, it is important to consider the purpose of EMG recording. Will the EMG data be used for biofeedback, for research, or for diagnostic purposes? Next, it is important to consider the availability of appropriate equipment, the skill level of the examiner, and what certification is mandated by the jurisdiction when using more invasive techniques. Finally, and perhaps most importantly, specific factors to consider include the patient’s acceptance of the electrode (internal vs. external), age, anatomy (size), sexual experience, as well as the possibility of the recording electrode itself inducing muscle activation (e.g., due to pain or fear). A thorough understanding of the strengths and limitations of each type of electrode, summarized in Table 12.1, will guide this decision.


Table 12.1
Comparative table of EMG PFM recording electrodes





















































Electrode types

Recording techniques

Advantages

Disadvantages

Surface electrodes

Superficial PFMs: Small (1 × 10 mm bar or 1–3 mm diameter circle), paired electrodes (10 mm separation) on each side of the perineum adhered over the specific muscle of interest (e.g., bulbocavernosus, ischiocavernosus, or EAS)

Noninvasive

Relatively nonspecific

Deep PFMs: paired electrodes (20–40 mm bar or circular electrodes with diameter up to 10 mm, separated by 5–20 mm), located on a probe or other device that is inserted into the vagina or anus

Does not interfere with normal contractile activity

Difficult to adhere to the skin surface, often need to shave skin under site of electrode application

Gives a global estimate of muscle activation

Prone to motion between the skin and the underlying muscle of interest therefore prone to motion artifact and to cross talk

Fine wire electrodes

Twisted pair of fine wire inserted into the muscle of interest through a needle cannula. The cannula is removed and hooked wires remain in place

Risks of bleeding, hematoma and infection

More invasive to insert than surface electrodes

Insertion location determined using insertional activity and activity on contraction or ultrasound guidance

More selective to specific muscle of interest

Possibility of causing a hematoma

For deep PFMs, can be inserted through the perineum or through the vaginal wall

Less likely to record cross talk than surface electrodes. Will remain situated in muscle despite migration with respect to the skin surface

Prone to motion artifact

Needle electrodes

Can be located through evidence of insertional activity upon insertion of needle, the presence of motor unit activation at rest and on contraction or with ultrasound guidance

Risks of bleeding/hematoma and infection

Invasive and potential for hematoma

For deep PFMs, can be inserted through the perineum or through the vaginal wall

Often too selective to record global muscle activity

The concentric needle remains in the muscle of interest during contractile or reflex efforts

Ensures that the specific muscle of interest is studied with little risk of cross talk

Can be uncomfortable, particularly during muscle contraction therefore may alter natural contractile behaviors

In certain jurisdictions, can only be inserted by a health professional with specific certification


Comparison of surface, fine wire and needle EMG electrodes based on advantages and disadvantages of their respective use. PFMs pelvic floor muscles, EAS external anal sphincter, mm millimeter


12.3.1.2 Needle Electrodes


Needle electrodes are small and highly specific, picking up only that electrical activity propagating within approximately 0.5 cm2 of the needle tip [89]. They are mainly used by neurologists and physiatrists in the clinical EMG evaluation of MUP properties to assist with diagnosis of neuropathy or myopathy [90]. Needle electrodes can, however, be used to study activation in muscles that are small and/or situated deep beneath the skin. They can provide a clear indication of the timing of motor unit activation, demonstrating the exact time that the first motor unit near the needle tip becomes active, but are not very useful when determining the state of activation of the muscle as a whole. The presence of a needle within a muscle during contraction can lead to pain inhibition or muscle spasm, thus influencing the validity of the outcomes. In many jurisdictions, needle electrodes can only be inserted by a health professional with specific certification in EMG.

In PFM research, needle electrodes have been used in key neurophysiologic studies by Podnar et al. [9196], who investigated MUP morphology and firing rates primarily in the EAS to elucidate the pathophysiology of fecal incontinence and constipation, and by Shafik and colleagues [5, 36, 57, 58, 60, 9799], who investigated neurophysiologic links between the various PFMs during examinations of sexual function and dysfunction.


12.3.1.3 Fine Wire Electrodes


Fine wire electrodes can be particularly useful when studying small muscles and/or muscles that are located deep beneath the skin surface, and should be considered when electrodes placed on the skin surface are likely to receive electrical contributions from other nearby muscles, a phenomenon known as cross talk . Often they are inserted as pairs, where both wires are threaded into a single needle cannula. The wires are hooked at their ends such that when the needle is inserted into the muscle and then withdrawn, the hooks hold the wires in situ. The fine wires are insulated except for their tips, which register EMG signals within the local muscle region where they are located. As with needle electrodes, fine wire electrodes can pick up single motor unit activity and are very useful when studying the onset of muscle activation because the rise in EMG during activation is more abrupt than it is with surface electrodes, however, as with needle electrodes, they may not record the global level of activation within a muscle [100, 101], particularly when studying larger muscles. The major advantage of fine wire electrodes over needle electrodes in terms of studying muscle activation amplitude and/or timing is that fine wire electrodes are virtually painless once the needle cannula is removed. In some patients with an overactive pelvic floor where pain may prevent the use of intravaginal or intra-anal probes or a pain response may be triggered by the use of probes, fine wire electrodes may be the preferred choice. They might also prove highly useful in the study of dyssynergic voiding, where there is a need to determine accurate timing information.

Despite the fact that fine wires are an ideal electrode type for recording EMG from the small PFMs that lie deep within the pelvis where potential for recording cross talk is high [102], fine wire electrodes have not commonly been used when studying the PFMs. Binnie et al. [103] reported high correlations between fine wire EMG recorded from the EAS and sEMG recorded intra-anally using longitudinally oriented electrodes on either side of an anal probe. However, their sample size was small (n = 8) and the reliability analysis was insufficient to support this conclusion. Stafford et al. [104] recently described a technique for using fine wire electrodes to study the activation of the bulbocavernosus and puborectalis in men, and Auchincloss and McLean [105] used fine wire electrodes to determine that there was no measurable effect of having an electrode probe located in the vagina when women performed voluntary PFM contractions (n = 12). As with needle electrodes, the insertion of fine wire electrodes requires technical skill, certification, and specialized instrumentation (refer to Sect. 12.3.3), which may explain their limited use. For any fine-wire insertions, and especially for the PFMs, t he availability of an ultrasound system to validate the location of insertion is highly advantageous.


12.3.1.4 Surface Electrodes


Surface electrodes are by far the most common method of recording EMG activity as they are noninvasive and provide a global signal that reflects summed action potential activity from a large portion of the active muscle fibers within the muscle. However, surface electrodes are only useful for recording EMG activity from muscles that are located close to the skin surface; otherwise, the resulting EMG signals may contain cross talk which confounds study results by overestimating the EMG activity within a single muscle.

As noted in Sect. 12.2, surface “patch” electrodes are commonly used to study PFM dyssynergia, particularly during clinical urodynamic and defecation studies. These adhesive electrodes are normally placed perianally and are assumed to reflect the activation of the levator ani group of muscles. This approach is, however, highly nonspecific, as the electrodes are located far from the desired signal source, except in the case of the EAS [103]. In general, electrodes mounted on intravaginal or intra-anal probes are preferable; however, there are situations in which intravaginal or intra-anal probes are inappropriate, for example, in pediatric populations, in accordance with certain sociocultural norms, or in women or men with severe pain with penetrative activities.

When recording EMG from the levator ani, surface electrodes are most often mounted on a vaginal or anal probe to record activity in close anatomic proximity of the pubovaginal and pubococcygeal muscles. Intravaginal and intra-anal surface electrodes have been used to evaluate the tonic and phasic activation of the levator ani in women and men with vulvovaginal and pelvic pain, respectively. Some of the discrepancies in the literature described in Sect. 12.2 may be explained by differences in electrode type, size, and configuration.


12.3.1.5 Electrode Configuration and Size


Although the same principles hold true for needle and fine wire electrodes [106], electrode configuration errors are by far most common when surface electrodes are used to record EMG signals, and thus our discussion of electrode configuration will focus on sEMG.

Most modern EMG systems use differential amplifiers, meaning that they subtract (take the difference between) activity seen at two “active” electrodes before the data are recorded. If both electrodes are placed over the same muscle, since MUP s propagate along the muscle, they are “seen” by one electrode before they are “seen” by the other; therefore, signals do not pass by both electrodes at the same time and are not subtracted out of the resultant signal. Signals that are common to both electrodes, for example, electrical noise, are subtracted away. Noise sources, such as interference from other electrical equipment in the area, are further minimized by using a ground electrode placed on the skin over a bony prominence where physiological activity is expected to be minimal, which removes noise that is common to all channels (termed common mode rejection). In order for this system to work appropriately, the two active electrodes should be oriented along the line of action of the muscle fibers. The levator ani muscle group has distinct origins, insertions, and innervations on each side of the pelvis; therefore, its activation should be recorded using intravaginal probes that make distinct and differential recordings from two active electrodes on each side [107, 108]. In comparison, because the EAS has circumferential fibers, intra-anal probes with one bar on each side of the probe may be appropriate for recording its activation. Results by Binnie et al. [103] support this principle, where they found that electrodes oriented longitudinally on either side of an intra-anal probe recorded higher voluntary and reflex activation amplitudes from the EAS than circumferential electrodes.

In addition, large, widely spaced electrodes will record signals that originate from sources much deeper or farther away than small and closely spaced electrodes [109], and will therefore record higher EMG activation amplitudes, representing activity from a larger motor unit pool, whether those motor units are generated by the muscle of interest or not. The larger amplitude signals, having traveled some distance through the tissues to arrive at the electrodes, undergo a “volume conductor” effect [109], meaning that their peaks will not be as sharp and their timing information will be less precise. Similarly, if an intravaginal or intra-anal probe is tilted, higher EMG amplitudes can be expected on the side of the probe that more closely approximates the PFMs. Hence, researchers and clinicians alike must keep in mind that depending on PFM tone, vaginal/anal laxity, and individual anatomical differences, the distance between the PFMs and the recording electrodes can change within a session, introducing bias in the signals.

Larger, more widely spaced electrodes are most useful when large, superficial muscles are investigated. They are advantageous in terms of the reliability of the resulting EMG signals since they record contributions from a larger proportion of the whole motor unit pool, and they are less susceptible to differences in motor unit recruitment between trials or between sessions [56, 108, 109]. Unfortunately, most commercially available intravaginal and intra-anal probes use electrode surfaces that are larger than the contact area of the PFMs or the EAS , thus increasing the likelihood of cross talk contamination. The impact of electrode size and spacing is evident in recent EMG data published by Auchincloss and McLean [56]. Using identical signal processing techniques, EMG amplitudes reported for maximum voluntary contractions (MVC) of the PFMs ranged from 45 to 50 μV when acquired by the FemiScan™ probe and from 120 to 140 μV when acquired from the same sample on the same day but by larger, further separated Periform® electrodes. According to our research, even though the electrodes are likely too long, the FemiScan™ is the only currently available commercial intravaginal probe that records EMG activation from the deep muscles of the pelvic floor with an appropriate electrode configuration [107].

Other appropriate intravaginal surface electrodes have been reported in the literature; however, none appear to be commercially available at this point. As early as 1985, Lose et al. [110, 111] used paired electrodes (surface area 38.5 mm each) mounted on a sponge that was inserted into the vagina over the lateral vaginal wall to record levator ani activity. Stafford et al. [112] described an intra-urethral electrode to investigate EMG activation of the striated urethral sphincter in which four electrodes were located around a catheter, and suction was used to hold the urethral walls still against the catheter tip, and have used this electrode to study urethral sphincter function in healthy men [104]. Keshwani and McLean [102, 108] developed an intravaginal differential suction electrode with small, closely spaced electrode surfaces that are less prone to cross talk and, because it is held to the vaginal wall using suction, it is less prone to movement with respect to the vaginal wall causing motion artifact (e.g., artifact is noise contamination from nearby muscles that falsely increases EMG amplitudes) in the resulting EMG signals [102]. Voorham-van der Zalm et al. [113] have also reported a vaginal and anal probe design that incorporates small electrodes. However, their electrode configuration is monopolar, rather than differential, with activity under each small electrode referenced to a surface electrode placed on the skin surface over the pelvis. This probe may prove to be quite useful for the study of different clinical populations [114]; however, it requires further psychometric assessment at this time, since the electrode configuration has potential for recording high levels of crosstalk and noise interference. Readers who desire more in depth information and a critical appraisal of various commercially available probes can refer to a review published in 2015 by Keshwani and McLean [107].


12.3.1.6 The Electrode Tissue Interface


With conventional EMG electrodes and systems [115], it is recommended that users perform a proper skin preparation before adhering surface electrodes to the skin surface over the muscle(s) of interest. This process involves cleaning and gently abrading the skin surface and rubbing conductive paste into the skin in order to reduce the impedance between the skin and the electrode surfaces to minimize the loss of signal amplitude. This and other formerly essential criteria for the electrode skin interface such as recessing electrodes and using conductive paste between the electrode and the skin surface have been relaxed in recent years as modern amplifiers have improved substantially [116]. That said, attention should be paid when placing electrodes on the perineum: The skin should be hairless, clean, and dry, and the electrodes should be securely adhered to the skin surface using adhesive or suction. If one of the electrodes lifts even slightly during the EMG evaluation, the recorded sEMG signals are no longer valid.

Despite following recommended guidelines, the electrode–tissue interface is still a large potential source for noise contamination in sEMG signals when the electrodes move with respect to the tissue surface from which they are recording signals. This is particularly a problem with intravaginal and intra-anal electrodes that do not generally adhere to the vaginal wall. The resultant motion artifact (Fig. 12.2) can be a major problem especially given that the lifting action of the levator ani naturally causes migration of the electrodes relative to the underlying muscles. Motion artifact can also be caused by motion of the leads attaching the electrodes to the amplifiers [117]. Keshwani and McLean [102] investigated motion artifact contamination in EMG data recoded from the PFMs during coughing and found that close to 30 % of files recorded using the FemiScan™ probe were contaminated with motion artifact, whereas only 14 % of files were contaminated when suction was used to hold a differential electrode securely to the vaginal wall.


12.3.2 Signal Acquisition Parameters


The acquisition parameters used to record EMG signals follow basic engineering principles to optimize signal quality and the resolution of signal amplitude, and to capture the signals at a fast enough rate to avoid distortion. However, unlike customizable EMG systems used in research applications, most commercially available EMG systems incorporate technical features that are not adjustable. Commercial EMG systems designed for surface electrodes are rarely compatible with fine wire or needle electrodes because the amplifier filters must be optimized for each application, and the frequency bandwidth of EMG data recorded are dramatically different depending on the electrode type (i.e., 450 Hz for surface electrodes, 1000 Hz for fine-wire electrodes, and much higher for needle electrodes). In parallel with the amplifier characteristics, the signal acquisition rates (sampling rate) of the EMG signal must match the type of electrodes and amplifiers used (i.e., sEMG requires a sampling rate of 900–1000 Hz, whereas fine wire or needle electrodes require sampling rates of 1600–2000 Hz and 8000–10,000 Hz, respectively). These sampling rates are based on a mathematical theory, the Nyquist Theorem [118] whereby the EMG signals should be sampled at a frequency that is at least twice the maximum frequency of the information present in the signal, which can be determined using a mathematical process called Fourier analysis [119]. Sampling at too low a rate distorts the EMG signal. More details on these EMG acquisition principles are widely available through books such as Merletti and Parker [67], and Internet resources [115, 120].


12.3.3 Signal Processing


Particularly for research, it is important to have the capacity to inspect the unprocessed or raw EMG data for errors in collection (Fig. 12.1): Recording errors before processing, as these sources of error can easily be interpreted as physiological data when observers are inexperienced and/or if commercial systems only present processed EMG data, which is the case in most clinical biofeedback systems . The time axis (x-axis) plays also a large part in our capacity to see noise such as motion artifact in the EMG signals (see Fig. 12.2). Commercial systems that do not present the raw EMG data for inspection should not be used for research applications.

How EMG signals are presented and interpreted is highly dependent on how the EMG data are treated mathematically or “processed.” In order to make use of the physiological information available in EMG recordings, the signals are normally filtered or smoothed. Different approaches to signal processing are presented in Fig. 12.3. Most commonly during data processing and to present a smooth burst of activity, the data are first full-wave rectified (panel b), effectively making all negative values positive, and then averaged, integrated (panel c), or filtered (panels d–i).

As a general rule, when EMG data are averaged over a particular window, the more dynamic the nature of the contraction, the shorter the smoothing window should be. Tonic EMG activation can be smoothed using long windows (200 or even 500 ms), whereas more rapid contractions should not be smoothed over periods longer than the duration of the EMG burst itself; otherwise, amplitude information will be lost. The effect of smoothing window length on EMG activation amplitude is demonstrated in Fig. 12.3 panels d–f. Another signal processing approach is to use a mathematical filter, such as a Butterworth filter , to smooth EMG data. These filters can be optimized to reduce motion artifact and other specific noise sources [121]. However, a mathematical approach referred to as “forward and back” is normally necessary in order to ensure that fluctuations evident in the smoothed EMG data accurately reflect the time at which the fluctuations occurred in the original EMG signal. This feature is particularly important when muscle activation timing is of interest. The lower panel of Fig. 12.3 demonstrates the impact of different Butterworth filters on the EMG signal amplitude and timing. Using a “forward and back” approach (Fig. 12.3, panel i) restores the correct timing of the signal compared to the distortion caused by using a forward only filter (Fig. 12.3, panel h).

Although specific signal processing approaches are beyond the scope of this chapter, it is important to understand that the method of signal processing used will have a significant impact on amplitude and timing. Researchers are advised to develop a solid understanding of the signal acquisition and processing parameter requirements needed to optimize the quality of their EMG data. Comparing results between studies or between commercial devices that process EMG signals in different ways may lead to misinterpretation.


12.4 Reliability of EMG Signals in the Pelvic Floor


As discussed in Sect. 12.2, in conditions where the PFMs may be overactive, EMG signals have been recorded for a variety of purposes using a variety of approaches. Clinically, EMG has been used to provide biofeedback and in some cases used as an outcome measure to record change over time. As with any tool, the psychometric properties of each EMG outcome must be established and deemed adequate before it can be used as a means of diagnosis or to monitor disease progression or treatment effects.

In recent years, there has been some focus on the investigation of psychometric (i.e., validity and reliability) properties of surface EMG signal amplitudes recorded from the PFMs using a variety of intravaginal devices. The within- and between-day reliability of the EMG amplitude has been of particular interest. A summary of key studies on the psychometric properties of EMG signals recorded from the PFMs is presented in Table 12.2, and demonstrates that EMG data recorded using different intravaginal probes are relatively stable within the same session; however, EMG data are not stable between sessions or days. Further, and as explained in Sect. 12.3, due to the effect of electrode size, shape, material, and configuration [115] on EMG signal properties, EMG data recorded using one type of electrode should not be compared to EMG data recorded using another type of electrode. Similarly, the minimal clinically important difference (MCID) required to detect a true change will vary depending on the specific type of electrode used. As an example, the MCID in EMG amplitude recorded using a Femiscan™ vaginal probe was 10–15 μV, whereas it was 31–41 μV for the Periform® vaginal probe when the same sample of women were studied and the same signal processing was applied [56]. Grape et al. [122] reported similar results (MCID = 14.5 μV) for the Femiscan™ probe using an integrated EMG approach for processing.


Table 12.2
Summary table of PFM EMG reliability studies





























































































































































Authors

Sample populations

EMG electrode type and configuration

Outcome measures

Psychometric outcomes

Loving et al. 2014 [125]

Healthy women with no history of CPP (n = 10)

Thought Technology intravaginal probe with large electrodes located on opposite sides of the vaginal wall, configured to record one differential signal

Average EMG activity μV recorded

Between-rater

 Spearman’s r = 1.0, p = 0.00

 Within-rater

 Spearman’s r = 0.9, p = 0.00

Voorham-van der Zalm et al. 2013 [113]

Men and women (19–72 yrs) with no history of urological or urogenital concern s (n = 20)

MAPLe probe which incorporates a matrix of 24 small (roughly 3–4 mm2) electrodes arranged anteriorly, posteriorly, left and right at 10 mm intervals from the probe tip. Electrode differential setup: unspecified. Electrodes used for the reliability analysis: unspecified

Mean EMG activity in μV recorded during rest, MVC, endurance tasks, cough, and Valsalva. It is not clear over what time intervals the mean values were calculated

Test–retest ICCs (no confidence intervals provided) at rest, during MVC and during an endurance task ranged from 0.61 to 0.91, 0.53 to 0.77, and 0.54 to 0.79, respectively, for anal recordings, and from 0.73 to 0.85, 0.60 to 0.77, and 0.67 to 0.74 for vaginal recordings

Keshwani and McLean, 2013 [108]

Healthy continent women (26 ± 7 yrs) with no history of CPP (n = 20)

DSE incorporates a pair of small (1 mm2) round electrodes separated by 10 mm suctioned to each side of the vaginal wall at the level of the levator ani

Smoothed peak EMG activity during MVC

Between-trial reliability

The FemiScan™ is located intravaginally and configured to record differential signals from the right and left levator ani separately

 DSE: ICC = 0.96–0.97

 FemiScan™: ICC = 0.94–0.97

Between-day reliability

 DSE:

  ICC = 0.64–0.72

 SEM = 17.5–18.7 μV

 FemiScan™:

  ICC = 0.79–0.92

  SEM = 8.8–14.1 μV

Auchincloss and McLean, 2009 [56]

Healthy nulliparous continent women (30.0 ± 3.9 yrs) with no history of CPP (n = 12)

FemiScan™ intravaginal electrode which incorporates paired electrodes on each side of the vagina; Periform® probe reconfigured to record monopolar signals from large electrodes located on each side of the vagina

Smoothed peak EMG activity during MVC

Between-trial ICC (3, 1) (CV)

 FemiScan™: 0.72–0.98 (8.5–14.2 %)

 Periform®: 0.87–0.96 (9.6–11.6 %)

Between-day ICC (3,1) (SEM)

 FemiScan™: 0.41–0.57 (10.1–15.1 μV)

 Periform®: 0.61–0.76 (34.7–41.1 μV)

Grape et al. 2009 [122]

Nulliparous continent women (20–35 yrs) with no history of CPP (n = 17)

FemiScan™ intravaginal electrode which incorporates paired electrode bars to record differential EMG signals separately from each side of the vaginal wall

EMG data from right and left sides averaged. Mean smoothed activity at rest, during MVC

Within-day reliability

 Tonic activity ICC = 0.88, MCID = 2.7 μV

 MVC ICC = 0.90, MCID = 12.5 μV

Between-day reliability

 Tonic activity ICC = 0.86, MCID = 3.2 μV

 MVC ICC = 0.93, MCID = 14.5 μV

Thompson et al. 2006 [124]

Healthy women (20–55 yrs) (n = 5)

Periform® probe

Mean smoothed EMG activity of three trials of 3 s contractions and three maximal straining efforts (Valsalva)

Between-day reliability

Electrode differential set up: unspecified

ICC (SEM) = 0.98 (0.06)

No units provided but suspected to be μV

Results from MCV and Vasalva results seemed to have been combined

Engman et al. 2004 [37, 41]

Asymptomatic women (mean age 27.1 yrs, range 20–37 yrs) (n = 27)

Thought Technology vaginal surface EMG sensor T6050 which incorporates one longitudinal bar on each side of the probe. Electrode differential setup: unspecified

Amplitudes provided as RMS values. Values assessed as per Glazer Protocol (referenced in author’s column)

Pearson’s correlation coefficients computed between days ranged from 0.33 to 0.90 (all but one p = 0.01)

Aukee et al. 2002 [123]

Healthy women (n = 11)

FemiScan™ probe recording differential signals separately from each side of the vaginal wall

Smoothed EMG amplitude recorded during MVC

Between trial:

 Spearman’s rho = 0.84–0.97, p < 0.05

Romanzi et al. 1999 [126]

Non-pregnant women (44.2 ± 4.2 yrs), half with urinary incontinence and one third with rectal incontinence (n = 37)

Thought Technology intravaginal probe which incorporates one bar on each side of the vaginal wall to record one differential signal

Integrated sEMG root mean square amplitudes during PFM contractions

Between-day reliability

EMG amplitude:

 Pearson’s r = 0.86, p < 0.001

EMG measures (unspecified) were correlated with digital palpation:

 Pearson’s r = 0.45–0.57, p < 0.01

Thorp et al. 1996 [128]

Healthy non-pregnant nulliparous women (23.7 ± 2.8 yrs) (n = 12)

Perineometer dumbbell-shaped anal and vaginal probes with one longitudinal electrode on each side. Electrode differential setup: unspecified

Rectal probe: 10 s hold and flick PFMs contractions

Between-day reliability

Vaginal probe: 10 s hold and flick PFMs contractions

Rectal probe: CV = 0.61–0.71 p < 0.05

Vaginal probe: CV = 0.29–0.42 ns

Thorp et al. 1991 [179]

Healthy non-pregnant nulliparous women (24.1 ± 4.7 yrs) (n = 8 between day, n = 36 within day)

Perineometer dumbbell-shaped anal and vaginal probes with one longitudinal electrode on each side. Electrode differential setup: unspecified

Rectal probe: 10 s hold and flick PFMs contractions Vaginal probe: 10 s hold and flick PFMs contractions

Rectal probe and vaginal probe combined within-day reliability

ICC = 0.89–0.90 p < 0.05

Correlation coefficients (presumably Pearson’s)

Range of r-values = 0.40–0.85 p < 0.01

Between-day reliability

ICC = 0.76–0.97 no p-values

Gunnarsson & Mattiasson, 1994 [127]

Healthy women (n = 20)

Self-designed vaginal probe with longitudinal electrodes. Electrode differential setup: unspecified

Change from baseline during 2 s MVC with visual and auditory feedback

Pearson’s correlation coefficients reproducibility r = 0.92


Summary of main findings of PFM EMG reliability studies. CPP chronic pelvic pain, DSE differential suction electrode, EMG electromyography, RMS root mean square, MVC maximum voluntary contraction, yrs years-old, SEM standard error measurement, MAPLe multiple array probe Leiden, MCID minimal clinically important difference, ICC intraclass correlation coefficient, CV coefficient of variation, PFM(s) pelvic floor muscle(s), ns not significant, s second(s), n number of participants

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Jul 11, 2017 | Posted by in UROLOGY | Comments Off on Electromyography

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