| Literature DB >> 35459000 |
Tian Bao1, Fatemeh Noohi2, Catherine Kinnaird1, Wendy J Carender3, Vincent J Barone1, Geeta Peethambaran4, Susan L Whitney5, Rachael D Seidler2, Kathleen H Sienko1.
Abstract
Vibrotactile sensory augmentation (SA) decreases postural sway during real-time use; however, limited studies have investigated the long-term effects of training with SA. This study assessed the retention effects of long-term balance training with and without vibrotactile SA among community-dwelling healthy older adults, and explored brain-related changes due to training with SA. Sixteen participants were randomly assigned to the experimental group (EG) or control group (CG), and trained in their homes for eight weeks using smart-phone balance trainers. The EG received vibrotactile SA. Balance performance was assessed before, and one week, one month, and six months after training. Functional MRI (fMRI) was recorded before and one week after training for four participants who received vestibular stimulation. Both groups demonstrated significant improvement of SOT composite and MiniBESTest scores, and increased vestibular reliance. Only the EG maintained a minimal detectable change of 8 points in SOT scores six months post-training and greater improvements than the CG in MiniBESTest scores one month post-training. The fMRI results revealed a shift from activation in the vestibular cortex pre-training to increased activity in the brainstem and cerebellum post-training. These findings showed that additional balance improvements were maintained for up to six months post-training with vibrotactile SA for community-dwelling healthy older adults.Entities:
Keywords: balance rehabilitation; home-based; older adults; retention; sensory augmentation; sensory reweighting; telehealth; telerehabilitation; vibrotactile; wearable device
Mesh:
Year: 2022 PMID: 35459000 PMCID: PMC9027305 DOI: 10.3390/s22083014
Source DB: PubMed Journal: Sensors (Basel) ISSN: 1424-8220 Impact factor: 3.847
Figure 1Participant allocation and experimental protocol.
Figure 2Smartphone-based balance trainer.
Figure 3Statistical analysis of clinical balance test outcome metrics (* indicates significant differences with respect to the pre-training assessment regardless of group; † indicates significant differences between the two groups). Error bars represent the standard errors of the means. Only the clinical balance test outcome metrics with significant changes are shown; the complete results can be found in Appendix A. (a) SOT Composite: Sensory Organization Test Composite Score; (b) Vestibular Reliance calculated from the SOT; (c) Mini-BESTest28: Mini Balance Evaluations Systems Test with total score of 28; (d) TUG-COG: Timed up and Go with Cognitive Task.
Figure 4Increased brain activity in the brainstem and cerebellar cortex following balance training with vibrotactile SA (i.e., increased activation from pre- to post-training with vibrotactile SA) for the four EG participants that were scanned.
Activated brain regions in response to vestibular stimulation at pre-training, post-training, and pre- vs. post-training (i.e., increased activation from pre- to post-training). Following balance training, the brain activity shifted from the vestibular cortex to the cerebellum and vestibular nucleus in the brainstem. The results are shown at p < 0.001 (unc.). MNI: Montreal Neurological Institute.
| Region Label | Extent | t-Value | MNI Coordinates | |||
|---|---|---|---|---|---|---|
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| Parietal Operculum Cortex | 72 | 9.983 | −46 | −36 | 22 |
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| Cerebellar lobules I–IV | 34 | 8.141 | 20 | −44 | −26 |
| Brainstem | 102 | 7.528 | 0 | −22 | −16 | |
| Middle Frontal Gyrus | 14 | 6.453 | 48 | 6 | 46 | |
| Middle Temporal Gyrus, temporooccipital part | 22 | 6.331 | −58 | −48 | −10 | |
| Middle Frontal Gyrus | 18 | 6.147 | −34 | 6 | 32 | |
| Inferior Frontal Gyrus, pars opercularis | 10 | 5.918 | −40 | 14 | 22 | |
|
| Cerebellar lobules V–VI | 40 | 6.408 | 36 | −48 | −28 |
| Cerebellar lobules I–IV | 74 | 6.055 | 18 | −44 | −24 | |
| Vestibular Nucleus in Brainstem | 56 | 5.920 | −12 | −32 | −42 | |
| Superior Temporal Gyrus, posterior division | 30 | 4.761 | 48 | −22 | −4 | |
| Cerebellar lobule VIIB | 28 | 4.695 | 22 | −70 | −38 | |
| Cerebellar Crus I | 22 | 4.289 | −36 | −54 | −34 | |
Clinical balance testing results.
| Subject | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 16 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Time | |||||||||||||||||
| Gender | M | F | F | F | M | M | M | F | F | F | F | M | F | F | F | ||
| Age | 83 | 83 | 70 | 72 | 70 | 80 | 73 | 70 | 82 | 78 | 74 | 74 | 74 | 73 | 75 | ||
| Group | CG | EG | EG | CG | CG | EG | CG | EG | EG | CG | CG | EG | EG | EG | CG | ||
| SOT | Pre | 71 | 63 | 78 | 49 | 76 | 68 | 60 | 83 | 74 | 83 | 68 | 58 | 50 | 74 | 43 | |
| Post 1wk | 81 | 83 | 76 | 46 | 73 | 86 | 65 | 85 | 79 | 85 | 76 | 60 | 79 | 65 | 67 | ||
| Post 1mo | 83 | 76 | 78 | 49 | 77 | 78 | 65 | 85 | 77 | 85 | 77 | 65 | 73 | 62 | 75 | ||
| Post 6mo | 80 | 77 | - | 56 | 75 | 76 | 69 | 85 | 76 | - | 71 | 61 | 76 | - | - | ||
| MiniBESTest28 | Pre | 21 | 22 | 20 | 25 | 26 | 23 | 24 | 24 | 25 | 23 | 24 | 24 | 19 | 24 | 25 | |
| Post 1wk | 25 | 25 | 27 | 24 | 22 | 23 | 25 | 27 | 26 | 25 | 24 | 27 | 26 | 25 | 26 | ||
| Post 1mo | 21 | 26 | 24 | 23 | 22 | 23 | 27 | 26 | 27 | 22 | 24 | 25 | 24 | 23 | 25 | ||
| Post 6mo | 26 | 24 | - | 23 | 25 | 24 | 27 | 27 | 25 | - | 22 | 26 | 26 | - | - | ||
| MiniBESTest32 | Pre | 24 | 26 | 23 | 28 | 30 | 25 | 26 | 27 | 28 | 26 | 27 | 28 | 21 | 28 | 29 | |
| Post 1wk | 27 | 29 | 31 | 27 | 24 | 26 | 28 | 31 | 29 | 27 | 26 | 31 | 30 | 29 | 30 | ||
| Post 1mo | 25 | 29 | 27 | 26 | 25 | 25 | 31 | 30 | 30 | 26 | 26 | 29 | 27 | 28 | 29 | ||
| Post 6mo | 30 | 26 | - | 27 | 29 | 26 | 30 | 30 | 28 | - | 24 | 30 | 30 | - | - | ||
| ABC | Pre | 95 | 92 | 94 | 95 | 95 | 94 | 98 | 86 | 93 | 89 | 92 | 94 | 87 | 98 | 96 | |
| Post 1wk | 92 | 82 | 89 | - | 93 | 87 | 99 | 98 | 97 | 91 | 94 | 83 | 95 | 98 | 93 | ||
| Post 1mo | 89 | 88 | 88 | - | 92 | 81 | 99 | 99 | 96 | 91 | 96 | 93 | 96 | 98 | 96 | ||
| Post 6mo | 93 | 91 | - | 88 | 93 | 86 | 99 | 99 | 98 | - | 91 | 88 | 94 | - | - | ||
| TUG | Pre | 9.9 | 8.4 | 9.3 | 9.3 | 9.3 | 13 | 8.6 | 9.8 | 13.6 | 10.5 | 12.4 | 10.6 | 10.7 | 10.1 | 10.5 | |
| Post 1wk | 9.8 | 9.9 | 10.4 | 8.8 | 9.5 | 12.8 | 9.7 | 8.9 | 11.4 | 12 | 9.3 | 10.3 | 9.6 | 9.7 | 13.2 | ||
| Post 1mo | 9.3 | 10.3 | 9.1 | 8.2 | 9.9 | 12.2 | 8.4 | 7.2 | 13.5 | 10.5 | 10.1 | 13.4 | 8.5 | 8.4 | 13.7 | ||
| Post 6mo | 9.8 | 9.3 | - | 10.1 | 10.2 | 15.5 | 8.7 | 8.1 | 9.6 | - | 11.2 | 10 | 9.1 | - | - | ||
| TUG-COG | Pre | 12.2 | 10 | 11.6 | 8.3 | 8.8 | 16.9 | 8.7 | 10.8 | 14.2 | 12.4 | 14.8 | 14.2 | 16.4 | 13.5 | 13 | |
| Post 1wk | 7.8 | 10.3 | 11.2 | 8.4 | 11.4 | 15 | 8.9 | 9.1 | 12.6 | 11.6 | 10.3 | 11.8 | 12.7 | 11.6 | 13.8 | ||
| Post 1mo | 9.1 | 9.4 | 13.1 | 9.1 | 12 | 15.2 | 10.1 | 7.7 | 13.4 | 11 | 12.5 | 8.7 | 11.9 | 10.4 | 12.2 | ||
| Post 6mo | 8.9 | 10.5 | - | 10.5 | 12 | 19.9 | 9.2 | 8.1 | 11 | - | 11.8 | 10.8 | 18.0 | - | - | ||
| 5TSTS | Pre | 11 | 12 | 10.1 | 7.4 | 9.7 | 14.5 | 8.8 | 12.2 | 17.8 | 13.7 | 17.7 | 8.9 | 14.6 | 9.7 | 16.9 | |
| Post 1wk | 14.6 | 11 | 8.7 | 11 | 11.4 | 12.3 | 8.3 | 6.6 | 15 | 9.9 | 9.5 | 14.7 | 10.6 | 9.4 | 12.9 | ||
| Post 1mo | 10.4 | 11.7 | 9.1 | 7.2 | 10 | 13.5 | 9.3 | 7.1 | 13.3 | 9.3 | 8.9 | 12.8 | 9.6 | 10.7 | 14.6 | ||
| Post 6mo | 14.4 | 10.3 | - | 8.4 | 10.3 | 14.4 | 7.1 | 6.5 | 16.8 | - | 11.1 | 12.7 | 10.6 | - | - | ||
| FSST | Pre | 13 | 10.4 | 10.2 | 11 | 8.3 | 10.7 | 8.5 | 6.5 | 13 | 10.7 | 11.7 | 10.9 | 8.3 | 11.3 | 10.8 | |
| Post 1wk | 14.4 | 10.2 | 10.2 | 9.9 | 8.9 | 11 | 8.1 | 6.2 | 11.8 | 9.8 | 9.7 | 12.5 | 7.8 | 11.8 | 12.3 | ||
| Post 1mo | 12.7 | 10.6 | 10.1 | 10.6 | 9.5 | 10.7 | 9 | 5.6 | 12.6 | 8.5 | 9.2 | 11.2 | 8.2 | 8.4 | 10.8 | ||
| Post 6mo | 11.2 | 10.3 | - | 12.1 | 10.1 | 11.7 | 9.1 | 5.8 | 11.5 | - | 10.2 | 10 | 7.8 | - | - | ||
| FRT | Pre | 9.2 | 10.7 | 15.8 | 14.2 | 12.8 | 9.8 | 14.8 | 13.7 | 15.7 | 11.8 | 12.7 | 12 | 13.8 | 15.5 | 12 | |
| Post 1wk | 12 | 11.3 | 13.5 | 14.3 | 14.8 | 10.7 | 13.5 | 10.3 | 14.8 | 13.3 | 14.7 | 7.8 | 13.5 | 13.7 | 12 | ||
| Post 1mo | 11.8 | 9.3 | 13.3 | 13.5 | 10.8 | 14.5 | 13.3 | 13 | 12.8 | 12.5 | 10 | 10.7 | 16 | 15.5 | 12.2 | ||
| Post 6mo | 10.2 | 13.2 | - | 11.8 | 12 | 10.7 | 11.7 | 12.3 | 12.2 | - | 11.2 | 7.7 | 12.8 | - | - | ||
| fMRI Scan | Yes | Yes | Yes | Yes | Yes | ||||||||||||