| Literature DB >> 34883799 |
Navit Roth1,2, Sara Rosenblum1.
Abstract
Essential tremor (ET) is a movement disorder that may cause functional disability in daily activities, such as drinking from a cup or drawing. This study aims to characterize effects of varied cup-grip types and measured axes on the actual performance of people with ET and find correlations between cup-grip type and measured axes, and spiral drawing measures. Participants (20 with ET and 18 controls) held a cup of water in a steady position in three grip types and drew a spiral. The cup acceleration was measured by the cup triaxial accelerometer, analyzed in X, Y and Z axes (directions); deviation of the measured acceleration from the desired steady position acceleration was computed. Significant group differences were found for outcome measures in all grip types. Among participants with ET, significantly higher measured values were found in the cup's horizontal plane (X and Y axes) compared to the vertical direction (Z axis) and for on-the-handle versus around-the-cup grips in the X and Y axes. Significant correlations were found between this grip's measures and spiral-drawing actual performance measures, indicating the measurement axis and grip type may affect actual performance. These findings may support the future development of assistive devices for tremor suppression and personalized supportive therapy.Entities:
Keywords: cup; essential tremor; grip type
Mesh:
Year: 2021 PMID: 34883799 PMCID: PMC8659972 DOI: 10.3390/s21237797
Source DB: PubMed Journal: Sensors (Basel) ISSN: 1424-8220 Impact factor: 3.576
Figure 1Cup with Axis Orientation of Measured Acceleration and Varied Cup-Grip Types.
Comparison of Acceleration in the Time-Domain Analysis.
| Grip Type | Axis | nSSE from Filtered Signal 10−5 [g2] | Mann–Whitney | ||
|---|---|---|---|---|---|
| ET ( | Control ( |
|
| ||
| Around-the-cup grip |
| 184.06 (327.53) | 7.91 (6.25) | −4.36 | <0.001 |
|
| 535.33 (1664.17) | 4.58 (3.32) | −4.24 | <0.001 | |
|
| 71.78 (144.0) | 7.42 (3.98) | −3.19 | 0.001 | |
| Below-the-handle grip |
| 201.13 (452.89) | 16.95 (27.37) | −4.24 | <0.001 |
|
| 957.22 (2598.85) | 16.95 (30.98) | −4.00 | <0.001 | |
|
| 52.44 (82.59) | 15.63 (31.49) | −3.16 | 0.002 | |
| On-the-handle grip |
| 1048.56 (2762.87) | 24.07 (27.51) | −4.36 | <0.001 |
|
| 1303.76 (3512.06) | 24.11 (41.66) | −4.06 | <0.001 | |
|
| 280.49 (552.37) | 19.36 (31.30) | −2.87 | 0.004 | |
Note. nSSE = normalized sum of square errors/deviations between acceleration and filtered signal outcome measure in the X, Y, and Z axes for the research and control groups for all grips; g = acceleration units.
Results of the Z–X and Z–Y Axes Comparisons.
| Grip Type | Comparing | Comparing | ||
|---|---|---|---|---|
| M ( | ( | |||
| Peak amplitude [g] | Around-the-cup grip | 0.05 (0.09) | −2.50 *, 0.012 | −3.10 **, 0.002 |
| Below-the-handle grip | 0.06 (0.10) | −2.05 *, 0.040 | −2.91 **, 0.004 | |
| On-the-handle grip | 0.08 (0.13) | −2.84 **, 0.005 | −3.92 ***, <0.001 | |
| ±1 integral around main frequency [g·Hz] | Around-the-cup grip | 0.03 (0.05) | −2.50 *, 0.010 | −3.10 **, 0.002 |
| Below-the-handle grip | 0.04 (0.06) | −2.24 *, 0.025 | −3.40 **, 0.001 | |
| On-the-handle grip | 0.05 (0.07) | −3.06 **, 0.002 | −3.83 ***, <0.001 | |
| 4–20 Hz integral [g·Hz] | Around-the-cup grip | 0.06 (0.08) | −3.29 **, 0.001 | −3.14 **, 0.002 |
| Below-the-handle grip | 0.08 (0.10) | −3.85 ***, <0.001 | −3.47 **, 0.001 | |
| On-the-handle grip | 0.09 (0.10) | −3.62 ***, <0.001 | −3.92 ***, <0.001 | |
| nSSE from filtered signal 10−5 [g2] | Around-the-cup grip | a | −2.80 **, 0.005 | −3.20 **, 0.001 |
| Below-the-handle grip | a | −2.72 **, 0.006 | −3.29 **, 0.001 | |
| On-the-handle grip | a | −2.80 **, 0.005 | −3.92 ***, <0.001 | |
| Mean amplitude computed from consequential (time domain) peaks [g] | Around-the-cup grip | 0.06 (0.10) | −2.50 *, 0.012 | −2.99 **, 0.003 |
| Below-the-handle grip | 0.08 (0.13) | −2.99 **, 0.003 | −2.99 **, 0.003 | |
| On-the-handle grip | 0.09 (0.14) | −2.65 **, 0.008 | −3.55 ***, <0.001 | |
Note. a See Table 1. Wilcoxon tests were used for axes outcome measures in the ET group (n = 20) and mean values for the Y axis. * p < 0.05; ** p < 0.01; *** p < 0.001.
Figure 2Example of X-Axis Acceleration for Two Participants with Essential Tremor.
Correlation Between Cup Outcome Measures, Age, and Spiral Deviation Outcome Measures, for X and Y Axes and Grip Types.
| Domain | Cup Outcome Measure | Grip Type | Axis | Age | Spiral nSSE |
|---|---|---|---|---|---|
| Frequency | Peak amplitude [g] | Around-the-cup grip |
| ||
|
| 0.45 * | 0.60 ** | |||
| Below-the-handle grip |
| ||||
|
| 0.56 * | ||||
| On-the-handle grip |
| 0.48 * | 0.59 ** | ||
|
| 0.45 * | 0.64 ** | |||
| ±1 integral around main frequency [g·Hz] | Around-the-cup grip |
| 0.45 * | ||
|
| 0.76 ** | ||||
| Below-the-handle grip |
| ||||
|
| 0.57 * | ||||
| On-the-handle grip |
| 0.57 * | 0.71 ** | ||
|
| 0.68 ** | ||||
| 4–20 Hz integral [g·Hz] | Around-the-cup grip |
| 0.64 ** | ||
|
| 0.49 * | 0.74 ** | |||
| Below-the-handle grip |
| 0.53 * | |||
|
| 0.69 ** | ||||
| On-the-handle grip |
| 0.49 * | 0.65 ** | ||
|
| 0.46 * | 0.67 ** | |||
| Time | nSSE from filtered signal [g2] | Around-the-cup grip |
| 0.52 * | |
|
| 0.73 ** | ||||
| Below-the-handle grip |
| ||||
|
| 0.61 ** | ||||
| On-the-handle grip |
| 0.50 * | 0.64 ** | ||
|
| 0.61 ** | ||||
| Mean amplitude computed from consequential peaks [g] | Around-the-cup grip |
| 0.56 * | ||
|
| 0.58 ** | ||||
| Below-the-handle grip |
| ||||
|
| 0.59 ** | ||||
| On-the-handle grip |
| 0.59 ** | |||
|
| 0.45 * | 0.61 ** |
Note. * p < 0.05, ** p < 0.01.