Literature DB >> 35180221

Electromyographic measures of asymmetric muscle control of swallowing in Parkinson's disease.

Kasandra Diaz1, Elizabeth E L Stegemöller1.   

Abstract

INTRODUCTION: During the early stages, Parkinson's disease (PD) is well recognized as an asymmetric disease with unilateral onset of resting tremor with varying degrees of rigidity, and bradykinesia. However, it remains unknown if other impairments, such as swallowing impairment (i.e., dysphagia), also present asymmetrically.
PURPOSE: The primary aim of this study was to examine muscle activity associated with swallow on the most affected side (MAS) and least affected side (LAS) in persons with PD. A secondary aim was to explore the relationship between differences in muscle activity associated with swallow and subjective reports of swallowing impairment and disease severity.
METHODS: Function of muscles associated with swallowing was assessed using surface electromyography placed over the right and left submental and laryngeal regions during three swallows for a THIN and THICK condition. The Swallowing Quality of Life (SWAL-QOL) questionnaire and the Unified Parkinson's Disease Rating Scale (UPDRS) were collected as measures of subjective swallow impairment and disease severity, respectively.
RESULTS: Thirty-five participants diagnosed with idiopathic PD and on a stable antiparkinsonian medication regimen completed this study. Results revealed no significant mean difference in muscle activity during swallow between the more and less affected side. For the laryngeal muscle region, a significant difference in coefficient of variation between the MAS and LAS was revealed for peak amplitude for the THIN swallow condition. For the laryngeal muscle region, a significant association was revealed between muscle activity and disease severity but not subjective reports of swallowing impairment.
CONCLUSION: Superficially it appears that swallowing impairment present symmetrical during the early stages of PD, however, our variability data indicates otherwise. These results will be used to inform future studies in specific types of swallowing impairment (i.e., oral dysphagia, pharyngeal dysphagia, and esophageal dysphagia), disease progression, and overall asymmetry.

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Mesh:

Year:  2022        PMID: 35180221      PMCID: PMC8856551          DOI: 10.1371/journal.pone.0262424

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

Parkinson’s disease (PD) is the second most common neurodegenerative disorder worldwide, affecting approximately 1% of the population over the age of 60 and 1% to 3% of those over the age of 80 [1, 2]. During the early stages, PD is well recognized as an asymmetric disease with unilateral onset of resting tremor with varying degrees of rigidity, and bradykinesia. The disease clinical asymmetry is associated with more severe contralateral nigrostriatal degeneration [3, 4]. However, it remains unknown if other impairments, such as swallowing impairment (i.e., dysphagia), also present asymmetrically. According to the literature, dysphagia prevalence is over 80% in patients with PD [5]. Here, muscles and nerves that allow food and liquid to efficiently move through the throat and into the esophagus could be damaged and dysfunctional due to cerebral atrophy, deterioration in nerve function, or a decline in mass of the muscle located in the throat [6]. Some of the main consequences of dysphagia include aspiration to pneumonia, malnutrition, and dehydration [7, 8], which are potentially fatal complications [9]. Within the central nervous system, the swallowing centers are bilaterally represented [10], and dysfunction within dopamine-related pathways have been implicated in the pathogenesis of dysphagia [11]. However, the dopamine precursor medication, which improves asymmetric motor symptoms of tremor, rigidity, and bradykinesia, appears to be an ineffective treatment for dysphagia [12, 13]. This suggests that the pathophysiology of PD dysphagia may differ, thus, there is a need to understand if dysphagia presents asymmetrically to inform future research on treatment and therapy strategies for persons with PD. Videofluoroscopy swallowing study (VFSS) has been the traditional gold standard for evaluating dysphagia, as it allows for the direct assessment of the oral cavity, pharynx, and esophagus during swallowing and speech [8]. Studies using VFSS have shown a 75–100% incidence of dysphagia in individuals with PD [14]. In particular, VFSS revealed that patients with PD have difficulty initiating a swallow. This difficulty is marked by abnormal bolus formation during the oral phase and an inability to swallow, coughing, or aspiration during the pharyngeal phase [15]. Although VFSS provides images that may identify structural and motility abnormalities, to our knowledge, no studies have been conducted to study muscle activity and symptom asymmetry with VFSS. Thus, the use of non-invasive techniques to evaluate additional mechanisms involved during swallow may provide additional information. Within the last decade, electromyography (EMG) has become a reliable and noninvasive [16] technique to evaluate the physiology of swallowing muscles amongst individuals with dysphagia. By using EMG, researchers were able to identify differences in swallowing muscle characteristics between PD and healthy individuals, such as prolonged muscle activity in persons with PD [17]. Furthermore, EMG can be used to characterize swallowing even when participants do not have significant problems with swallowing [18]. EMG has been also used to assess changes in swallow after a therapeutic intervention [19]. Taken together, EMG may be a valuable technique to assess swallow impairment and asymmetry in persons with PD. Given that EMG is measured over separate muscle regions on each side of the neck, this technique may be used to determine if there is asymmetric activity during swallow in persons with PD. Thus, the purpose of this study was to examine muscle activity associated with swallow from the submental and laryngeal muscle regions on the more and less affected side in persons with PD. We hypothesized that since motor impairments in PD present asymmetrically, muscle activity associated with swallow would also be asymmetric in persons with PD. Additionally, we explored the relationship between muscle activity associated with swallow and subjective reports of swallowing impairment using the Swallowing Quality of Life (SWAL-QOL) questionnaire and disease severity using the Unified Parkinson’s Disease Rating Scale (UPDRS). We hypothesized that the magnitude of difference in muscle activity between sides during swallowing might be more associated with 1) subjective report of swallow impairment (higher SWAL-QOL scores) and 2) disease severity (higher UPDRS scores).

Patients and methods

Participants

Thirty-five participants (57% female) diagnosed with idiopathic PD (mean age 67.7 ± 7.9 years) and on a stable antiparkinsonian medication regimen completed this study. The average duration of the disease was 7.8 years. Participants were excluded from the study if they presented significant cognitive impairment (Mini Mental State Exam score < 24), major psychiatric disorder (Beck Depression Inventory score < 18), untreated hypertension, or a history of head or neck cancer. No participant reported a diagnosis of dysphagia. Participants completed all study protocol on medication, approximately 1 to 1.5 hours after taking their normal dose of antiparkinsonian medication. All participants provided written informed consent, and the Iowa State University Institutional Review Board approved the study. The demographic and clinical data are shown in Table 1.
Table 1

Participant demographics.

Gender (%F)57
Age (yr.)67.7 ± 7.9
Education (yr.)16.2 ± 3.5
Disease Duration (yr.)7.8 ± 5.8
Most Affected side (%R)37
UPDRS57.6 ± 19.1
Motor UPDRS29.3 ± 11.8
MMSE28.9 ± 1.2
BDI9.3 ± 5.5
SWAL-QOL77.3±12.5

All values are presented as mean ± standard deviation. F = female; yr = years; UPDRS = Unified Parkinson’s Disease Rating Scale; MMSE = Mini Mental State Exam; BDI = Beck Depression Inventory; SWAL-QOL = Swallowing Quality of Life Questionnaire. N = 35

All values are presented as mean ± standard deviation. F = female; yr = years; UPDRS = Unified Parkinson’s Disease Rating Scale; MMSE = Mini Mental State Exam; BDI = Beck Depression Inventory; SWAL-QOL = Swallowing Quality of Life Questionnaire. N = 35

More versus less affected side

To determine the most affected side, the Unified Parkinson’s disease Rating Scale (UPDRS) was collected prior to beginning the swallow collections. A rater trained in the scoring the UPDRS completed the scoring at the time of collection. The most affected side (MAS) and least affected side (LAS) was determined by summing the scores for rigidity, bradykinesia, and tremor for the right and left side [20]. The side with the higher scores indicated more severe impairment, thus the side with the highest score was determined as the MAS. This was confirmed with participant self-report.

EMG data collection and analysis

Swallowing function was assessed using surface EMG placed over the right and left submental and laryngeal muscle regions during three swallows for a THIN (10 mL of water) and THICK condition (10 mL of pudding) (see S1 Fig). For all six swallowing trials, either 10 mL of water or pudding was placed in front of the subject, and he or she were told to hold the bolus in their mouth and then swallow when they heard the auditory cue. The THIN and THICK conditions were not randomized. Participants first completed three swallow trials with the thin liquid and then three swallow trials with the thick pudding. EMG (Delsys Trigno) output signals were recorded using the Motion Monitor software (Innovative Sports Training, Inc., Chicago IL) and sampled at 2000 Hz. A low pass filter at 500 Hz, a high pass filter at 1 Hz, and a notch filter at 60 Hz were applied. The raw signal was DC-corrected; full-wave rectified and smoothed using a root-mean-square envelope of 50 ms. The EMG signal was manually inspected for artifacts [19]. EMG measures from the submental and laryngeal muscle regions of the MAS and LAS included area under the curve, peak amplitude, onset time, offset time, rise time, and fall time. Area under the curve was calculated by approximating the region under the graph as a trapezoid and calculating its area. Peak amplitude was obtained as the peak in EMG activity. The duration of the EMG activity from time to onset to time of peak amplitude was used to calculate rise time. To calculate fall time, the duration of the EMG activity from time to peak amplitude to time to offset was used [19]. A quick inspection of the data revealed no differences in EMG outcome measure of onset, offset, rise, and fall time (p>0.05). Therefore, coefficient of variation (CV = SD/mean × 100%) was only used to describe within-subject variability for area under the curve and peak amplitude for the MAS and LAS of the laryngeal and submental muscle regions during THICK and THIN swallow conditions. Mean scores from the three trials were calculated for both swallow conditions and muscle regions separately. Outliers that were two standard deviations away from the mean were excluded from the final statistical analysis. For each subject, a difference score was calculated by subtracting the LAS from the MAS for each EMG outcome measure. The methods used for evaluating swallowing function using EGM have been described previously [19].

Swallow quality of life

The Swallowing Quality of Life (SWAL-QOL) questionnaire was collected to obtain a subjective evaluation of swallowing impairment. SWAL-QOL is a 44-item questionnaire using Likert-scale ratings to assess the impact of dysphagia on individuals’ quality of life. SWAL-QOL scores ranged from 0 to 100, with a score of 100 representing no impairment [21]. Scores for each domain (i.e., food selection, burden, mental health, social functioning, fear, eating duration, eating desire, communication, sleep, and fatigue) were calculated and expressed as a percentage of the maximum possible points in the corresponding domain. For the total score, each domain score was summed and divided by 10 to produce an overall summary of QOL related to dysphagia [21].

Statistical analysis

Mean ± standard error (SE) of all EMG outcome measures were calculated across all participants. Normality was assessed using the Shapiro-Wilk test. Due to the non-normal distribution of the EMG data, a Wilcoxon rank-sum test was applied to determine if there were differences between the MAS and LAS for each EMG outcome measure (means and CV for area under the curve and peak EMG for the laryngeal and submental muscle regions during THICK and THIN swallow conditions) Significance was set at α < 0.05. Due to non-normal distribution, a Spearman correlation was used to examine the associations between difference scores for each EMG outcome measure and 1) SWAL-QOL scores, and 2) the total UPDRS. To correct for multiple comparisons in our Spearman rank tests, the p-value threshold was defined using Bonferroni correction, resulting in a p-value threshold of p < 0.025. Statistical analysis was performed with IBM SPSS Statistics for Windows, Version 25.0.

Results

Results revealed no significant difference between the MAS and LAS of the submental (see Table 2, Fig 1, and S1 Table) and laryngeal (see Table 2, Fig 2, and S1 Table) muscle regions in either swallow condition for EMG area under the curve, peak amplitude, rise time, and fall time (p > 0.05). No significant difference in coefficient of variation was revealed for the submental muscle region for the area under the curve and peak amplitude on the MAS and LAS for both swallow (p > 0.05) conditions (Fig 3). However, for the laryngeal muscle region, a significant difference between the MAS and LAS was revealed for peak amplitude for the THIN swallow (p < 0.02) condition (see Table 2 and Fig 4). No other significant differences in coefficient of variation for the laryngeal muscle region were revealed (p > 0.07).
Table 2

Statistical results for differences between the more and less affected side.

Most Affected Vs. Least Affected Side (mean)Swallow ConditionsZ ScoreP-Value
Laryngeal Area Under the CurveTHICK-.0200.84
Laryngeal Area Under the CurveTHIN-.7420.46
Submental Area Under the CurveTHICK-.2070.84
Submental Area Under the CurveTHIN-.9570.34
Laryngeal Peak ValueTHICK-.2190.83
Laryngeal Peak ValueTHIN-.4470.66
Submental Peak ValueTHICK-1.8920.06
Submental Peak ValueTHIN-.7650.44
Most Affected Vs. Least Affected Side (CV) Swallow Conditions Z Score P-Value
Laryngeal Area Under the CurveTHICK-0.6980.49
Laryngeal Area Under the CurveTHIN-1.8250.07
Submental Area Under the CurveTHICK-0.6390.52
Submental Area Under the CurveTHIN-1.0950.27
Laryngeal Peak ValueTHICK-0.7600.45
Laryngeal Peak ValueTHIN-2.3720.02
Submental Peak ValueTHICK-1.2170.22
Submental Peak ValueTHIN-0.0610.95
Fig 1

EMG measures for submental muscles groups for Most Affected Side (MAS) and Least Affected Side (LAS) across both swallow conditions (N = 23).

Area under the curve for the submental muscle group for the thin swallow condition (a), and area under the curve for the submental group for the thick swallow condition (b). Peak amplitude for the submental muscle group during the thin swallow condition (c), and peak amplitude for the submental group during the thick swallow condition (d). Error bars reflect standard error.

Fig 2

EMG measures for laryngeal muscles groups for Most Affected Side (MAS) and Least Affected Side (LAS) across both swallow conditions (N = 23).

Area under the curve for the laryngeal muscle group for the thin swallow condition (a), and area under the curve for the laryngeal group for the thick swallow condition (b). Peak amplitude for the laryngeal muscle group during the thin swallow condition (c), and peak amplitude for the laryngeal muscle group during the thick swallow condition (d). Error bars reflect standard error.

Fig 3

Coefficient of variation on EMG measures for submental muscles groups for Most Affected Side (MAS) and Least Affected Side (LAS) across both swallow conditions (N = 23).

Area under the curve for the submental muscle group for the thin swallow condition (a), and area under the curve for the submental group for the thick swallow condition (b). Peak amplitude for the submental muscle group during the thin swallow condition (c), and peak amplitude for the submental group during the thick swallow condition (d). Error bars reflect standard error.

Fig 4

Coefficient of variation on EMG measures for laryngeal muscles groups for Most Affected Side (MAS) and Least Affected Side (LAS) across both swallow conditions (N = 23).

Area under the curve for the laryngeal muscle group for the thin swallow condition (a), and area under the curve for the laryngeal group for the thick swallow condition (b). Peak amplitude for the laryngeal muscle group during the thin swallow condition (c), and peak amplitude for the laryngeal muscle group during the thick swallow condition (d). Error bars reflect standard error.

EMG measures for submental muscles groups for Most Affected Side (MAS) and Least Affected Side (LAS) across both swallow conditions (N = 23).

Area under the curve for the submental muscle group for the thin swallow condition (a), and area under the curve for the submental group for the thick swallow condition (b). Peak amplitude for the submental muscle group during the thin swallow condition (c), and peak amplitude for the submental group during the thick swallow condition (d). Error bars reflect standard error.

EMG measures for laryngeal muscles groups for Most Affected Side (MAS) and Least Affected Side (LAS) across both swallow conditions (N = 23).

Area under the curve for the laryngeal muscle group for the thin swallow condition (a), and area under the curve for the laryngeal group for the thick swallow condition (b). Peak amplitude for the laryngeal muscle group during the thin swallow condition (c), and peak amplitude for the laryngeal muscle group during the thick swallow condition (d). Error bars reflect standard error.

Coefficient of variation on EMG measures for submental muscles groups for Most Affected Side (MAS) and Least Affected Side (LAS) across both swallow conditions (N = 23).

Area under the curve for the submental muscle group for the thin swallow condition (a), and area under the curve for the submental group for the thick swallow condition (b). Peak amplitude for the submental muscle group during the thin swallow condition (c), and peak amplitude for the submental group during the thick swallow condition (d). Error bars reflect standard error.

Coefficient of variation on EMG measures for laryngeal muscles groups for Most Affected Side (MAS) and Least Affected Side (LAS) across both swallow conditions (N = 23).

Area under the curve for the laryngeal muscle group for the thin swallow condition (a), and area under the curve for the laryngeal group for the thick swallow condition (b). Peak amplitude for the laryngeal muscle group during the thin swallow condition (c), and peak amplitude for the laryngeal muscle group during the thick swallow condition (d). Error bars reflect standard error. No significant associations were revealed between difference scores in any of the EMG outcome measures and SWAL-QOL for either muscle region during the THICK or THIN swallow condition (p > 0.04). No significant associations were revealed for difference scores in any of the EMG outcome measures and UPDRS scores for either muscle region during the THICK swallow condition (p > 0.18). However, for the laryngeal muscle region, a significant association was revealed for difference scores for area under the curve and total UPDRS scores (p = 0.003) during the THIN swallow condition, but not for peak amplitude (p = 0.315). There was no significant association between UPDRS score and difference scores for either EMG outcome measure for the submental muscle region during the THIN swallow (p > 0.852) condition (Table 3).
Table 3

Statistical results for associations between EMG outcome measures, UPDRS scores, and SWAL-QOL scores.

Most Affected Vs. Least Affected SideSwallow ConditionsSWAL-QOLP-ValuesUPDRSP-Values
Submental Area Under the CurveTHICK0.0140.9480.0170.939
Submental Area Under the CurveTHIN-0.2660.220-0.0010.996
Submental Peak AmplitudeTHICK-0.40.0590.2860.186
Submental Peak AmplitudeTHIN-0.3390.113-0.0410.852
Laryngeal Area Under the CurveTHICK-0.0430.8450.1230.577
Laryngeal Area Under the CurveTHIN0.4220.045-0.5870.003
Laryngeal Peak AmplitudeTHICK-0.1170.596-0.0340.877
Laryngeal Peak AmplitudeTHIN0.1860.397-0.2190.315

p Values were calculated using Spearman correlation coefficient (rho). After correcting for multiple comparisons, significance was set at p > 0.025. Light grey shades indicate trends and dark grey shades indicate significant associations.

p Values were calculated using Spearman correlation coefficient (rho). After correcting for multiple comparisons, significance was set at p > 0.025. Light grey shades indicate trends and dark grey shades indicate significant associations.

Discussion

The present study assessed EMG measures from the submental and laryngeal muscle regions of the more and less affected side to determine if swallowing impairment presents asymmetrically in persons with PD. Associations between the magnitude of muscle activity and the SWAL-QOL and UPDRS were are also assessed to determine if there was a relationship between 1) subject reports of swallow impairment and EMG activity and 2) disease severity and EMG activity. We hypothesized that because PD is an asymmetric disease than EMG activity associated with swallow would also be asymmetric. We also hypothesized that the magnitude of difference between sides might be more associated with higher UPDRS and SWOL-QOL scores. Our main findings did not support our swallow asymmetry hypothesis. Our results revealed no significant difference between the MAS and LAS of the submental and laryngeal muscle regions in either swallow condition for any of the EMG outcome measures. However, for variability, a significant difference between the MAS and LAS was revealed for the peak amplitude during the THIN swallow condition for the laryngeal muscle region. For our hypothesis regarding swallowing asymmetry and higher scores on the SWAL-QOL and UPDRS, our findings partially support this hypothesis, revealing a significant association between the difference scores for area under the curve and total UPDRS scores during the THIN swallow condition. We hypothesized that since PD is an asymmetric disease, EMG activity associated with swallow would also be asymmetric in persons with PD. In contrast to our hypothesis, no significant difference was observed between the MAS and LAS of the submental and laryngeal muscle regions in either swallow condition for EMG outcome measures. A possible explanation for this finding is that unlike other movement, regardless of level of impairment, bilateral musculature is recruited during swallowing to safely guide food bolus past the airway and into the esophagus. Since severe dysphagia is commonly present in advanced patients with PD, it may be possible that in prodromal stages of the disease, swallowing asymmetry is present. However, by the time diagnosis occurs, and appendicular asymmetries are present, both sides of cranial structures may have advanced sufficiently that asymmetries associated with swallow muscles are no longer detectable. Finally it is also possible that this finding is attributed to some technical constraints as EMG electrodes are not able to reliably distinguish swallow from submental muscle activation that occurs when stabilizing the floor of mouth during tongue movements [22]. That is to say, that the EMG activity reported in our study may be related to tongue movement, resulting in a signal that is not truly representative of the MAS and LAS of the submental and laryngeal muscle regions. Thus, to visualize and examine swallowing symmetry in persons with PD, future studies should use a combination of videofluoroscopic examination and EMG techniques. For variability, a significant difference between the MAS and LAS was revealed for the peak amplitude during the THIN swallow condition for the laryngeal muscle region. Specifically, the data revealed reduced variability in the MAS when compared to the LAS. Although other studies have associated impairment with increased movement variability [23, 24], in our case, decrease muscle variability may indicate a reduction in muscle force production in the MAS, as previous research has shown that muscle activity is reduced and disrupted in patients with PD [25-27]. Although our data show a trend towards a decrease in muscle amplitude and variability in the MAS (Fig 4), the findings were not statistically significant across muscle regions and swallow conditions. This may be attributed to our small sample size and sample variability. Thus, follow-up studies with larger sample sizes are needed. Next, we were interested in understanding if these differences demonstrate a relationship with subjective reports of swallow and disease severity. Differences between the MAS and LAS muscle activity during the THIN condition only was associated with disease severity. However, differences between the MAS and LAS muscle activity did not predict subjective reports of swallowing impairment. The results may be due to our sample having minimal to no swallowing impairment since they are early in disease severity (Table 1). Thus, future studies need to explore differences between dysphasic and non-dysphasic patients with PD.

Limitations

Placement of the submental and laryngeal EMG requires considerable skill and precision, and it is possible that electrodes placements from person to person may have confounded results. However, every effort was made to place the EMG electrodes accurately. Furthermore, to control for this potential source of error we conducted within subject comparisons. Although EMG can reveal muscle dysfunction, for a more accurate representation of swallowing impairment in persons with PD, in future studies EMG should be coupled with other metrics, such as air flow, and accelerometry. The analysis was also limited to the subjective reports of swallowing impairment and did not consider the effect of any specific type of swallowing impairments (i.e., oral dysphagia, pharyngeal dysphagia, and esophageal dysphagia). However, this was beyond the scope of this study and will be considered in future experiments. Cued swallow is less likely to be representative of a typical swallow. Furthermore, because PD is not just a sensorimotor disorder, but also cognitive, and subject to higher-level cognitive input, it is possible that the cuing of swallows had a positive impact on swallowing performance, and thus overall symmetry. Amongst those that show asymmetry (22 participants), The range score for differences between sides was 1–9. It is possible that the variability in asymmetry may have washed out our results as the difference between the most and least affected side was less than 3 points in the MDS-UPDRS for 15 participants. Finally, per the SWAL-QOL scores, patients in this sample had very low levels of swallowing impairment, thus results may not be generalized to patients with severe swallowing impairment. The testing was also performed ON meds, which might have masked any latent asymmetries that would give patients problems during low periods of their medication cycles. Regardless, the results are intriguing and clearly warrant replication.

Conclusions

Superficially it appears that swallowing impairment present symmetrical during the early stages of PD, however, our variability data indicates otherwise. This is important to consider clinically when predicting the natural course of swallowing impairment in persons with PD and individual treatment strategies. Future studies will involve a similar paradigm in combination with other metrics, such as air flow, and accelerometry to explore specific types of swallowing impairment (i.e., oral dysphagia, pharyngeal dysphagia, and esophageal dysphagia), disease progression, and overall asymmetry.

Data collection set up.

(DOCX) Click here for additional data file.

Statistical results for differences between the more and less affected side.

(DOCX) Click here for additional data file. 8 Jul 2021 PONE-D-21-07951 Swallowing impairment in persons with Parkinson’s disease PLOS ONE Dear Dr. Diaz, Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process. Please submit your revised manuscript by Aug 22 2021 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file. 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[Note: HTML markup is below. Please do not edit.] Reviewers' comments: Reviewer's Responses to Questions Comments to the Author 1. Is the manuscript technically sound, and do the data support the conclusions? The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. Reviewer #1: Yes Reviewer #2: Yes ********** 2. Has the statistical analysis been performed appropriately and rigorously? Reviewer #1: Yes Reviewer #2: Yes ********** 3. Have the authors made all data underlying the findings in their manuscript fully available? The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified. Reviewer #1: Yes Reviewer #2: Yes ********** 4. Is the manuscript presented in an intelligible fashion and written in standard English? PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here. Reviewer #1: Yes Reviewer #2: Yes ********** 5. Review Comments to the Author Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters) Reviewer #1: The authors examine whether muscle activity during swallowing is asymmetric in people with moderate Parkinson's disease. For the most part they do not find evidence of asymmetry, but they do identify a consistent pattern of the "more affected side" of PD patients exhibiting less variability across swallowing tasks. This work is essentially a negative result but is nonetheless a worthwhile contribution to the literature. The stratified statistical analysis used was not the most efficient use of the data, as a linear model would have been more likely to demonstrate statistical significance, but the finding that the more affected side was LESS variable from trial to trial is interesting and novel. The plots in Figure 4 support the coherence of this finding across conditions, even though it only reached statistical significance in one stratum. As presented, the study population is not well-suited to investigate this question. None of the patients had dysphagia, and they almost certainly had bilateral symptoms with ON-MEDS UPDRS motor scores of 29. If there had been a healthy control group, the authors might have been more likely to identify asymmetry in PD beyond that expected in age-matched individuals, but this was not the case. The testing was also performed ON meds, which might have masked any latent asymmetries that would give patients problems during low periods of their medication cycles. The authors have done a fairly thorough job of addressing the various limitations of the work, and the technical presentation is generally adequate to enable replication, notwithstanding a few details below. The reviewer's main complaint is that the title "Swallowing impairment in persons with Parkinson’s disease" is not really representative of what was done. Something more appropriate might be "Electromyographic measures of asymmetric muscle control of swallowing in Parkinson's disease" or similar. Similarly, there are several places throughout the manuscript where sentences like "there is a need to understand if dysphagia presents asymmetrically to inform treatment and therapy strategies for persons with PD" appear. That this need is there is true, but that is not the question that is being asked with this study design. Consider revising these sections. A few technical notes follow. 1. What were the numerical values/ranges of asymmetry? It seems a score of 12/22 would be much more assymetric than, say, 10/12. If the patients were not particularly asymmetric then it might explain the absence of identified asymmetry. Stebbins and Goetz have suggested formulae for calculation of TD/PIGD phenotype from UPDRS scores, in which there is a substantial range of "Indeterminate" scores, a similar phenomenon might be at work here. 2. How were the EMG signals aligned to the cue to the subject? What variability was associated with this? 3. It is not completely clear how CV was calculated. Within each patient, AUC CV of the less affected side was subtracted from that of the more affected side, providing a single number for each patient? 4. The material in introduction on VFSS is pretty extensive, given that VFSS was not actually done here. Recommend reducing. Reviewer #2: The study presented the results of primary scientific research: this study aimed to examine muscle activity associated with swallow on the more and less affected side in persons with PD. A secondary aim was to explore the relationship between differences in muscle activity associated with swallow and subjective reports of swallowing impairment and disease severity. Experiments, statistics, and other analyses are performed to a high technical standard and are described in sufficient detail. Overall, more detail regarding methodology of administration of swallow trials is required to ensure transparency, replicability and ensure a correct interpretation of the results (e.g. was the administration of the THIN and THICK liquids randomized?). The article is presented in an intelligible fashion and is written in standard English. Overall, the writing is very clear and succinct. Minor comments: 1) Consider breaking some long sentences into two separate sentences. Some sentences are about 50 words in length. 2) missing words (i.e. "Swallowing Quality of (SWAL-QOL)" pp. 2) 3) provide the explanation of acronyms the first time they are written in the text (e.g. "MAS" and "LAS" are present in the abstact, but their explanation is provided at pp. 6) ********** 6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files. If you choose “no”, your identity will remain anonymous but your review may still be made public. Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy. Reviewer #1: No Reviewer #2: No [NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.] While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step. 21 Oct 2021 Journal requirements: 1. Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming. The PLOS ONE style templates can be found at https://journals.plos.org/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf and https://journals.plos.org/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf. RESPONSE: Thank you for pointing this out. The authors have made the necessary changes throughout the manuscript to ensure it meets PLOS ONE’S style requirements. 2. Thank you for stating the following in the Funding Section of your manuscript: “This study was supported by the Parkinson Study Group and the Parkinson’s Disease Foundation’s Advancing Parkinson’s Treatment Innovations and in part by Iowa State University Extension and Outreach and joint Iowa agricultural extension districts. “ We note that you have provided funding information that is not currently declared in your Funding Statement. However, funding information should not appear in the Funding section or other areas of your manuscript. We will only publish funding information present in the Funding Statement section of the online submission form. Please remove any funding-related text from the manuscript and let us know how you would like to update your Funding Statement. Currently, your Funding Statement reads as follows: “This study was supported by the Parkinson Study Group and the Parkinson’s Disease Foundation’s Advancing Parkinson’s Treatment Innovations and in part by Iowa State University Extension and Outreach and joint Iowa agricultural extension districts.” Please include your amended statements within your cover letter; we will change the online submission form on your behalf. RESPONSE: Thank you for pointing this out. The authors have made the necessary changes and have added this statement to the cover letter submitted with the manuscript. 3. Thank you for stating the following financial disclosure: “This study was supported by the Parkinson Study Group and the Parkinson’s Disease Foundation’s Advancing Parkinson’s Treatment Innovations and in part by Iowa State University Extension and Outreach and joint Iowa agricultural extension districts." At this time, please address the following queries: a) Please clarify the sources of funding (financial or material support) for your study. List the grants or organizations that supported your study, including funding received from your institution. RESPONSE: The grants provided financial support for the purchase of materials and participant reimbursement b) State what role the funders took in the study. If the funders had no role in your study, please state: “The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.” RESPONSE: The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. c) If any authors received a salary from any of your funders, please state which authors and which funders. If you did not receive any funding for this study, please state: “The authors received no specific funding for this work. RESPONSE: The authors received no specific funding for this work. Please include your amended statements within your cover letter; we will change the online submission form on your behalf. 4. We note that you have indicated that data from this study are available upon request. PLOS only allows data to be available upon request if there are legal or ethical restrictions on sharing data publicly. For more information on unacceptable data access restrictions, please see http://journals.plos.org/plosone/s/data-availability#loc-unacceptable-data-access-restrictions. In your revised cover letter, please address the following prompts: a) If there are ethical or legal restrictions on sharing a de-identified data set, please explain them in detail (e.g., data contain potentially sensitive information, data are owned by a third-party organization, etc.) and who has imposed them (e.g., an ethics committee). Please also provide contact information for a data access committee, ethics committee, or other institutional body to which data requests may be sent.b) If there are no restrictions, please upload the minimal anonymized data set necessary to replicate your study findings as either Supporting Information files or to a stable, public repository and provide us with the relevant URLs, DOIs, or accession numbers. For a list of acceptable repositories, please see http://journals.plos.org/plosone/s/data-availability#loc-recommended-repositories.We will update your Data Availability statement on your behalf to reflect the information you provide. RESPONSE: We apologize, but at the time of IRB approval for this study (2013), we did not obtain approval to publicly share de-identified data. The study is now closed as all data is complete, de-identified, and in the publication stage. There is not way to request a modification to share the date, so we used the statement that the data is available upon request. Reviewer #1: The authors examine whether muscle activity during swallowing is asymmetric in people with moderate Parkinson's disease. For the most part they do not find evidence of asymmetry, but they do identify a consistent pattern of the "more affected side" of PD patients exhibiting less variability across swallowing tasks. This work is essentially a negative result but is nonetheless a worthwhile contribution to the literature. The stratified statistical analysis used was not the most efficient use of the data, as a linear model would have been more likely to demonstrate statistical significance, but the finding that the more affected side was LESS variable from trial to trial is interesting and novel. The plots in Figure 4 support the coherence of this finding across conditions, even though it only reached statistical significance in one stratum. As presented, the study population is not well-suited to investigate this question. None of the patients had dysphagia, and they almost certainly had bilateral symptoms with ON-MEDS UPDRS motor scores of 29. If there had been a healthy control group, the authors might have been more likely to identify asymmetry in PD beyond that expected in age-matched individuals, but this was not the case. The testing was also performed ON meds, which might have masked any latent asymmetries that would give patients problems during low periods of their medication cycles. RESPONSE: We thank the reviewer for the insightful review of this manuscript. We agree with the points made above and have included them in the limitations section. (Page. 16, Lines 339-346) The authors have done a fairly thorough job of addressing the various limitations of the work, and the technical presentation is generally adequate to enable replication, notwithstanding a few details below. The reviewer's main complaint is that the title "Swallowing impairment in persons with Parkinson’s disease" is not really representative of what was done. Something more appropriate might be "Electromyographic measures of asymmetric muscle control of swallowing in Parkinson's disease" or similar. RESPONSE: This is a good suggestion. We have taken the reviewer comments into consideration and made the appropriate changes to the title of the manuscript. Similarly, there are several places throughout the manuscript where sentences like "there is a need to understand if dysphagia presents asymmetrically to inform treatment and therapy strategies for persons with PD" appear. That this need is there is true, but that is not the question that is being asked with this study design. Consider revising these sections. RESPONSE: The authors of the manuscript acknowledge the reviewer comment and have revised those sections to note that our research study is important as it could inform future research on treatment and therapy strategies for persons with PD. (Page 3, Line 85) A few technical notes follow. 1. What were the numerical values/ranges of asymmetry? It seems a score of 12/22 would be much more asymmetric than, say, 10/12. If the patients were not particularly asymmetric then it might explain the absence of identified asymmetry. Stebbins and Goetz have suggested formulae for calculation of TD/PIGD phenotype from UPDRS scores, in which there is a substantial range of "Indeterminate" scores, a similar phenomenon might be at work here. RESPONSE: This is a great point. The range score for differences between sides using the MDS-UPDRS was 0-9. 13 out of 35 participants show no-symmetry, and of those that did show asymmetry (22 participants), the range score for the MDS-UPDRS was 1-9. Out of these 22, the difference between the most and least affected side was less than 3 points in 15 of the participants. It is possible that this variability in asymmetry may have washed out our results and is included in the limitation section (Page16, Lines 339-342). We did complete the calculations following Stebbins et al., (2013) as suggested. The formulae for calculation of TD/PIGD phenotype from UPDRS and MDS-UPDRS scores revealed that 22 out of 35 participants fell under the PIGD phenotype, 12 were TD, and only 1 participant fell under the indeterminate category. Thus, we feel that it is unlikely that the indeterminate is affecting our results; therefore, we did not include it in the manuscript as this time. If the reviewer feels this is needed in the manuscript, we are happy to consider further revision. 2. How were the EMG signals aligned to the cue to the subject? What variability was associated with this? RESPONSE: Thank you for these insightful questions. Participants were directed to hold the bolus in their mouth and to swallow upon hearing an auditory cue. This is now included in the methods (Page 7, Line 158- 161). As part of our data analysis, we calculated onset time, the variability associated with onset time was not significant amongst participants (p >0.05) this information is now included in the methods (page 7, Line 175-176). 3. It is not completely clear how CV was calculated. Within each patient, AUC CV of the less affected side was subtracted from that of the more affected side, providing a single number for each patient? RESPONSE: This is correct. Within each patient, a difference score was calculated by subtracting the LAS from the MAS for each EMG outcome measure. This has been clarified in the methods. (Page 7, Line 175-193) 4. The material in introduction on VFSS is pretty extensive, given that VFSS was not actually done here. Recommend reducing. RESPONSE: We have tried to reduce this section; however, we have received information from previous reviewers wanting this information in the manuscript. (Page 4, Line 91-100) Reviewer #2: The study presented the results of primary scientific research: this study aimed to examine muscle activity associated with swallow on the more and less affected side in persons with PD. A secondary aim was to explore the relationship between differences in muscle activity associated with swallow and subjective reports of swallowing impairment and disease severity. Experiments, statistics, and other analyses are performed to a high technical standard and are described in sufficient detail. Overall, more detail regarding methodology of administration of swallow trials is required to ensure transparency, replicability and ensure a correct interpretation of the results (e.g. was the administration of the THIN and THICK liquids randomized?). RESPONSE: Thank you for your positive review! Participants were directed to hold the bolus in their mouth and to swallow upon hearing an auditory cue. The administration of the THIN and THICK liquids was not randomized. Participants first swallow the thin liquid and then the thick pudding. This is included in the methods (Page 7, Lines 157-161). The article is presented in an intelligible fashion and is written in standard English. Overall, the writing is very clear and succinct. REPONSE: Thank you. Minor comments: 1) Consider breaking some long sentences into two separate sentences. Some sentences are about 50 words in length. RESPONSE: Thank you for pointing this out. We have made the necessary changes throughout the manuscript. 2) Missing words (i.e., "Swallowing Quality of (SWAL-QOL)" pp. 2) RESPONSE: Thank you again. We have added the missing words (Page 2, Line 52). 3) Provide the explanation of acronyms the first time they are written in the text (e.g. "MAS" and "LAS" are present in the abstract, but their explanation is provided at pp. 6) RESPONSE: We apologize for this oversight. We have added an explanation of the acronyms in the written text (Page 2, Line 47). Submitted filename: Response to Reviewers.docx Click here for additional data file. 26 Dec 2021 Electromyographic measures of asymmetric muscle control of swallowing in Parkinson's disease PONE-D-21-07951R1 Dear Dr. Diaz, We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements. Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication. An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org. If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org. Kind regards, Jianhong Zhou Staff Editor PLOS ONE Additional Editor Comments (optional): Reviewers' comments: Reviewer's Responses to Questions Comments to the Author 1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation. Reviewer #1: All comments have been addressed Reviewer #2: All comments have been addressed ********** 2. Is the manuscript technically sound, and do the data support the conclusions? The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. Reviewer #1: Yes Reviewer #2: Yes ********** 3. Has the statistical analysis been performed appropriately and rigorously? Reviewer #1: Yes Reviewer #2: (No Response) ********** 4. Have the authors made all data underlying the findings in their manuscript fully available? The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified. Reviewer #1: Yes Reviewer #2: (No Response) ********** 5. Is the manuscript presented in an intelligible fashion and written in standard English? PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here. Reviewer #1: Yes Reviewer #2: Yes ********** 6. Review Comments to the Author Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters) Reviewer #1: I have no further comments. The authors have addressed the concerns. I have no further comments. The authors have addressed the concerns. Reviewer #2: The authors have adequately addressed the comments raised in the previous round of review. Minor comment: Beware of typing errors such as uppercase and lowercase, es. "The Swallowing Quality of life (SWAL-QOL)" (Page 2, Line 50). ********** 7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files. If you choose “no”, your identity will remain anonymous but your review may still be made public. Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy. Reviewer #1: No Reviewer #2: No 28 Jan 2022 PONE-D-21-07951R1 Electromyographic measures of asymmetric muscle control of swallowing in Parkinson's disease Dear Dr. Diaz: I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department. If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org. If we can help with anything else, please email us at plosone@plos.org. Thank you for submitting your work to PLOS ONE and supporting open access. Kind regards, PLOS ONE Editorial Office Staff on behalf of Dr. J. Lucas McKay Academic Editor PLOS ONE
  27 in total

1.  Cricopharyngeal dysfunction in Parkinson's disease: role in dysphagia and response to myotomy.

Authors:  L J Born; R H Harned; L F Rikkers; R F Pfeiffer; E M Quigley
Journal:  Mov Disord       Date:  1996-01       Impact factor: 10.338

Review 2.  Treatment effects for dysphagia in Parkinson's disease: a systematic review.

Authors:  M R A van Hooren; L W J Baijens; S Voskuilen; M Oosterloo; B Kremer
Journal:  Parkinsonism Relat Disord       Date:  2014-04-08       Impact factor: 4.891

3.  Response of parkinsonian swallowing dysfunction to dopaminergic stimulation.

Authors:  P C Hunter; J Crameri; S Austin; M C Woodward; A J Hughes
Journal:  J Neurol Neurosurg Psychiatry       Date:  1997-11       Impact factor: 10.154

4.  Therapeutic singing as an early intervention for swallowing in persons with Parkinson's disease.

Authors:  E L Stegemöller; P Hibbing; H Radig; J Wingate
Journal:  Complement Ther Med       Date:  2017-03-07       Impact factor: 2.446

5.  Recovery of swallowing after dysphagic stroke relates to functional reorganization in the intact motor cortex.

Authors:  S Hamdy; Q Aziz; J C Rothwell; M Power; K D Singh; D A Nicholson; R C Tallis; D G Thompson
Journal:  Gastroenterology       Date:  1998-11       Impact factor: 22.682

Review 6.  Dysphagia in Parkinson's Disease.

Authors:  Inga Suttrup; Tobias Warnecke
Journal:  Dysphagia       Date:  2015-11-21       Impact factor: 3.438

7.  Components of EMG symmetry and variability in parkinsonian and healthy elderly gait.

Authors:  R A Miller; M H Thaut; G C McIntosh; R R Rice
Journal:  Electroencephalogr Clin Neurophysiol       Date:  1996-02

8.  Parkinson's Disease and Its Management: Part 1: Disease Entity, Risk Factors, Pathophysiology, Clinical Presentation, and Diagnosis.

Authors:  George DeMaagd; Ashok Philip
Journal:  P T       Date:  2015-08

9.  Video-fluoroscopic swallowing study scale for predicting aspiration pneumonia in Parkinson's disease.

Authors:  Satoshi Tomita; Tomoko Oeda; Atsushi Umemura; Masayuki Kohsaka; Kwiyoung Park; Kenji Yamamoto; Hiroshi Sugiyama; Hideyuki Sawada
Journal:  PLoS One       Date:  2018-06-06       Impact factor: 3.240

Review 10.  Dysphagia in the elderly: management and nutritional considerations.

Authors:  Livia Sura; Aarthi Madhavan; Giselle Carnaby; Michael A Crary
Journal:  Clin Interv Aging       Date:  2012-07-30       Impact factor: 4.458

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