| Literature DB >> 23504412 |
Mahmut Tokmakci1, Mustafa Zortuk, Musa Hakan Asyali, Yildiray Sisman, Halil Ibrahim Kilinc, Elif Tarim Ertas.
Abstract
In this study, we have explored the prospect of assessing and following level of total denture adaptation by use of EMG signals recorded during gum chewing. Total of 14 edentulous patients, 6 women and 8 men, with an average age of 63±9 years, were recruited. Separate EMG recordings were obtained from left and right temporalis and masseter muscles of the patients for a period of 10 seconds, while they were chewing a sugar-free gum on their left and right sides. EMG recordings were repeated at three times: before, right after, and six months after the placement of the denture. We have tried to standardize environmental and individual factors during EMG recordings. The EMG data have been pre-processed and analyzed using Discrete Wavelet Transform (DWT) and obtained features were statistically evaluated using the paired sample t-test. Chewing activity on the right and left side is analyzed by making comparisons of muscle activity between before and right-after cases and before and six-months-after denture fixation cases. A comparison between right and left side mastication is also made at different time points. We have suggested and implemented a new test and comparison procedure in order to assess adaptation to denture fixation using EMG analysis. In this study, the results indicate that DWT based EMG analysis is instrumental in evaluating denture adaptation and as time progresses the adaptation to denture and hence chewing efficiency increases in patients with total denture replacement.Entities:
Keywords: Edentulous patients; Electromyography; Total denture; Wavelet analysis
Year: 2013 PMID: 23504412 PMCID: PMC3597334 DOI: 10.1186/2193-1801-2-40
Source DB: PubMed Journal: Springerplus ISSN: 2193-1801
Figure 1Four channels measurement arrangement for EMG recording process (two electrodes for temporalis muscles, two electrodes for masseter muscles, and one reference electrode on the forehead).
Figure 2Sub-band decomposition of discrete wavelet transform (DWT) implementation; x[n] is input signal, g[n] is the high-pass filter, h[n] is the low-pass filter, and C is coefficient matrix which is decomposition of wavelet coefficients with three level ‘Db3’ (The abbreviations A and D respectively stand for Approximation and Detail).
Figure 3EMG signals obtained from subject #6, during chewing on the right side. The rows in the figure correspond to the recording times of “before”, “right-after”, and “six-months-after” denture fixation. Whereas the columns correspond to raw, pre-processed, and A1 (upper plot), A2 (middle plot), and A3 (lower plot) level wavelet components of pre-processed EMG signals.
Comparison of EMG wavelet parameters for chewing process on the right side between “before” and “right after” denture fixation
| Before | Right-After | Significance (p-values) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| A1 | A2 | A3 | A1 | A2 | A3 | p-A1 | p-A2 | p-A3 | ||
| Right Masseter | Mean | 0.0443 | 0.0438 | 0.0390 | 0.0345 | 0.0342 | 0.0297 | 0.4730 | 0.4744 | 0.4090 |
| SD | 0.0248 | 0.0246 | 0.0219 | 0.0354 | 0.0351 | 0.0282 | ||||
| Left Masseter | Mean | 0.0389 | 0.0385 | 0.0340 | 0.0162 | 0.0161 | 0.0147 | |||
| SD | 0.0209 | 0.0207 | 0.0184 | 0.0051 | 0.0051 | 0.0048 | ||||
| Right Temporalis | Mean | 0.0454 | 0.0447 | 0.0397 | 0.0328 | 0.0327 | 0.0310 | 0.3264 | 0.3499 | 0.4757 |
| SD | 0.0227 | 0.0220 | 0.0174 | 0.0087 | 0.0086 | 0.0074 | ||||
| Left Temporalis | Mean | 0.0450 | 0.0444 | 0.0393 | 0.0222 | 0.0221 | 0.0206 | |||
| SD | 0.0333 | 0.0327 | 0.0281 | 0.0106 | 0.0106 | 0.0101 | ||||
Comparison of EMG wavelet parameters for chewing process on the right side between “before” and “six months after” denture fixation
| Before | Six-Months-After | Significance (p-values) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| A1 | A2 | A3 | A1 | A2 | A3 | p-A1 | p-A2 | p-A3 | ||
| Right Masseter | Mean | 0.0443 | 0.0438 | 0.0390 | 0.0691 | 0.0680 | 0.0580 | 0.0854 | 0.0879 | 0.1170 |
| SD | 0.0248 | 0.0246 | 0.0219 | 0.0150 | 0.0149 | 0.0140 | ||||
| Left Masseter | Mean | 0.0389 | 0.0385 | 0.0340 | 0.0869 | 0.0861 | 0.0741 | |||
| SD | 0.0209 | 0.0207 | 0.0184 | 0.0092 | 0.0092 | 0.0083 | ||||
| Right Temporalis | Mean | 0.0454 | 0.0447 | 0.0397 | 0.0543 | 0.0529 | 0.0443 | 0.0740 | 0.0783 | 0.1050 |
| SD | 0.0227 | 0.0220 | 0.0174 | 0.0188 | 0.0186 | 0.0159 | ||||
| Left Temporalis | Mean | 0.0450 | 0.0444 | 0.0393 | 0.1043 | 0.1021 | 0.0853 | |||
| SD | 0.0333 | 0.0327 | 0.0281 | 0.0097 | 0.0097 | 0.0086 | ||||
Comparison of EMG wavelet parameters for chewing process on the left side between “before” and “right after” denture fixation
| Before | Right-After | Significance (p-values) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| A1 | A2 | A3 | A1 | A2 | A3 | p-A1 | p-A2 | p-A3 | ||
| Right Masseter | Mean | 0.0397 | 0.0392 | 0.0348 | 0.0216 | 0.0214 | 0.0191 | |||
| SD | 0.0206 | 0.0204 | 0.0186 | 0.0247 | 0.0246 | 0.0213 | ||||
| Left Masseter | Mean | 0.0404 | 0.0400 | 0.0355 | 0.0165 | 0.0164 | 0.0151 | |||
| SD | 0.0209 | 0.0208 | 0.0189 | 0.0119 | 0.0118 | 0.0109 | ||||
| Right Temporalis | Mean | 0.0414 | 0.0407 | 0.0364 | 0.0300 | 0.0299 | 0.0287 | |||
| SD | 0.0196 | 0.0190 | 0.0155 | 0.0116 | 0.0114 | 0.0099 | ||||
| Left Temporalis | Mean | 0.0489 | 0.0482 | 0.0423 | 0.0305 | 0.0303 | 0.0282 | |||
| SD | 0.0314 | 0.0309 | 0.0266 | 0.0215 | 0.0214 | 0.0196 | ||||
Comparison of EMG wavelet parameters for chewing process on the left side between “before” and “six months after” denture fixation
| Before | Six-Months-After | Significance (p-values) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| A1 | A2 | A3 | A1 | A2 | A3 | p-A1 | p-A2 | p-A3 | ||
| Right Masseter | Mean | 0.0397 | 0.0392 | 0.0348 | 0.0706 | 0.0695 | 0.0593 | |||
| SD | 0.0206 | 0.0204 | 0.0186 | 0.0090 | 0.0090 | 0.0083 | ||||
| Left Masseter | Mean | 0.0404 | 0.0400 | 0.0355 | 0.0658 | 0.0650 | 0.0562 | |||
| SD | 0.0209 | 0.0208 | 0.0189 | 0.0106 | 0.0105 | 0.0094 | ||||
| Right Temporalis | Mean | 0.0414 | 0.0407 | 0.0364 | 0.0656 | 0.0634 | 0.0521 | |||
| SD | 0.0196 | 0.0190 | 0.0155 | 0.0057 | 0.0056 | 0.0049 | ||||
| Left Temporalis | Mean | 0.0489 | 0.0482 | 0.0423 | 0.0754 | 0.0737 | 0.0623 | |||
| SD | 0.0314 | 0.0309 | 0.0266 | 0.0159 | 0.0158 | 0.0137 | ||||
Comparison of right and left side mastication in terms of significance (p-values) for “before”, “right after”, and “six months after” denture fixation
| Before | Right-After | Six-Months-After | |||||||
|---|---|---|---|---|---|---|---|---|---|
| p-A1 | p-A2 | p-A3 | p-A1 | p-A2 | p-A3 | p-A1 | p-A2 | p-A3 | |
| Right Masseter | 0.5256 | 0.5499 | 0.4958 | 0.2790 | 0.2385 | 0.2567 | |||
| Left Masseter | 0.7837 | 0.7765 | 0.7962 | 0.9566 | 0.8980 | 0.7987 | |||
| Right Temporalis | 0.5574 | 0.5673 | 0.5468 | 0.3858 | 0.4223 | 0.3233 | |||
| Left Temporalis | 0.1115 | 0.1218 | 0.1323 | 0.3338 | 0.3542 | 0.3145 | |||