| Literature DB >> 29673204 |
Rob C van Lummel1,2, Jordi Evers3, Martijn Niessen4, Peter J Beek5, Jaap H van Dieën6.
Abstract
The ability to stand up from a sitting position is essential for older adults to live independently. Body-fixed inertial sensors may provide an approach for quantifying the sit-to-stand (STS) in clinical settings. The aim of this study was to determine whether measurements of STS movements using body-fixed sensors yield parameters that are informative regarding changes in STS performance in older adults with reduced muscle strength. In twenty-seven healthy older adults, handgrip strength was assessed as a proxy for overall muscle strength. Subjects were asked to stand up from a chair placed at three heights. Trunk movements were measured using an inertial sensor fixed to the back. Duration, angular range, and maximum angular velocity of STS phases, as well as the vertical velocity of the extension phase, were calculated. Backwards elimination using Generalized Estimating Equations was used to determine if handgrip strength predicted the STS durations and trunk kinematics. Weaker subjects (i.e., with lower handgrip strength) were slower during the STS and showed a larger flexion angular range and a larger extension angular range. In addition, weaker subjects showed a greater maximum angular velocity, which increased with lower seat heights. Measurements with a single inertial sensor did reveal that older adults with lower handgrip strength employed a different strategy to stand up from a sitting position, involving more dynamic use of the trunk. This effect was greatest when elevating body mass. Trunk kinematic parameters were more sensitive to reduced muscle strength than durations.Entities:
Keywords: accelerometers; chair stand; gyroscopes; inertial sensors; physical function; physical performance test; sit to stand transfer; wearables
Mesh:
Year: 2018 PMID: 29673204 PMCID: PMC5948784 DOI: 10.3390/s18041235
Source DB: PubMed Journal: Sensors (Basel) ISSN: 1424-8220 Impact factor: 3.576
Figure 1The experimenter stayed in close proximity to the patient. The protocol was implemented on a computer. With a remote control, the start and end of every STS was marked and stored with the raw data.
Figure 2The main phases of the STS movement. The top panel shows the time series of raw acceleration (green/dashed-mediolateral, red/dotted anteroposterior, and blue/solid vertical), the lower panel shows the angular velocity (green/dashed-pitch, red/dotted-roll, and blue/solid -yaw) signals, and the insets illustrate the main phases of the STS movement, which are separated by vertical lines in both graphs.
Descriptive statistics of study population.
| n | 27 |
|---|---|
| percentage male (n) | 55.6% (15) |
| Age (years) | 70.0 (67–83) |
| Height (cm) | 173.4 ± 7.4 |
| Weight (kg) | 77.1 ± 13.2 |
| BMI (kg/m2) | 25.6 ± 3.8 |
| Hand Grip strength (kg) | 29.2 ± 10.1 |
Note: Data represents the mean ± SD or median (Q1–Q3).
Durations (s), angular range (φ in °), angular velocity (ωmax in °/s) and vertical velocity (vmax in m/s) during flexion and extension of the Sit-to-Stand movement for the three seat heights. Model effects of Generalized Estimating Equations are displayed for the condition factor Seat Height and for the included covariates.
| Model Effects ( | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Seat Height | Covariates | ||||||||||
| 100% | 90% | 80% | Seat Height | HGS | Seat Height*HGS | Body Height | Body Weight | Age | Gender | ||
| Duration | 1.60 (1.40–1.90) | 1.65 (1.43–1.80) | 1.70 (1.45–1.80) | 0.097 | 0.015 | ||||||
| Duration | 0.76 (0.72–0.86) | 0.81 (0.73–0.83) | 0.82 (0.77–0.95) | 0.071 | |||||||
| Angular range | 38.08 ± 7.58 | 39.28 ± 7.92 | 42.13 ± 8.96 | 0.003 | <0.001 | 0.019 | |||||
| Angular velocity | 113.18 (96.69–151.89) | 117.10 (102.44–143.33) | 119.31 (98.69–165.46) | 0.201 | 0.004 | ||||||
| Duration | 0.84 (0.69–1.03) | 0.91 (0.71–1.03) | 0.87 (0.74–0.96) | 0.062 | 0.003 | ||||||
| Angular range | 29.40 ± 9.26 | 32.00 ± 9.82 | 32.83 ± 11.49 | 0.002 | <0.001 | 0.001 | |||||
| Angular velocity | 57.47 ± 14.47 | 61.04 ± 16.83 | 65.92 ± 20.64 | <0.001 | <0.001 | 0.002 | 0.026 | ||||
| Vertical velocity | 0.59 ± 0.15 | 0.62 ± 0.18 | 0.67 ± 0.15 | <0.001 | 0.011 | 0.048 | 0.025 | 0.005 | |||
Notes: Data represents the mean ± SD or median (Q1–Q3). An empty cell means that the covariate was eliminated prior to the last GEE iteration and hence no p-value was calculated.
Figure 3Scatter plots display values of the four STS parameters and handgrip strength at three different seat heights. Panel (A) shows the total duration of the SiSt phase. Panel (B) shows the angular range during the STS flexion phase. Panel (C) shows the angular range during the STS extension phase. Panel (D) shows the maximal angular velocity during the STS extension phase.