| Literature DB >> 35336379 |
Oskar Rosiak1, Anna Gawronska1, Magdalena Janc2, Pawel Marciniak3, Rafal Kotas3, Ewa Zamyslowska-Szmytke2, Magdalena Jozefowicz-Korczynska1.
Abstract
Balance disorders are a growing problem worldwide. Thus, there is an increasing need to provide an inexpensive and feasible alternative to standard posturographic platforms (SP) used for the assessment of balance and to provide a possible solution for telemonitoring of patients. A novel mobile posturography (MP) MediPost device was developed to address these issues. This prospective study used a Modified Clinical Test of Sensory Interaction on Balance to evaluate healthy individuals and patients with a unilateral vestibular disorder through SP and MP simultaneously. The control group included 65 healthy volunteers, while the study group included 38 patients diagnosed with a unilateral vestibular deficit. The angular velocity values obtained from both methods were compared by intraclass correlation coefficients (ICC) and Bland-Altman plot analysis. Diagnostic capabilities were measured in terms of sensitivity and specificity. The ICC between the two methods for conditions 2-4 was indicative of excellent reliability, with the ICC > 0.9 (p < 0.001), except for Condition 1 (standing stance, eyes open) ICC = 0.685, p < 0.001, which is indicative of moderate reliability. ROC curve analysis of angular velocity for condition 4 represents the most accurate differentiating factor with AUC values of 0.939 for SP and 0.953 for MP. This condition also reported the highest sensitivity, specificity, PPV, and NPV values with 86.4%, 87.7%, 80%, and 90.5% for SP, and 92.1%, 84.6%, 77.8%, and 94.8% for MP, respectively. The newly developed MediPost device has high sensitivity and specificity in distinguishing between healthy individuals and patients with a unilateral vestibular deficit.Entities:
Keywords: Bland–Altmann; balance disorders; body-worn sensors; intraclass correlation coefficients; mobile posturography; vertigo
Mesh:
Year: 2022 PMID: 35336379 PMCID: PMC8953915 DOI: 10.3390/s22062208
Source DB: PubMed Journal: Sensors (Basel) ISSN: 1424-8220 Impact factor: 3.576
Figure 1(A)—The MediPost device mounted in the lumbar area for single-sensor measurement, (B)—multiple MediPost sensors mounted on the trunk, lumbar area, and limbs for multi-sensor measurements.
Figure 2MediPost device, with a USB port for charging the device and battery status indicator on the shorter side of the device.
Inclusion and exclusion criteria for recruitment to study and control groups.
| Control Group (Healthy Volunteers) | Study Group (Vestibular Disorder) | |
|---|---|---|
| Inclusion criteria | CP < 30% in VNG | CP ≥ 0% in VNG |
| Exclusion criteria | Any abnormalities present in VNG | Presence of central vestibular abnormalities in oculomotor VNG tests in more than 2 tests. |
CP—canal paresis; VNG—videonystagmography.
Figure 3The study setup. The subject is standing in quiet stance on a static posturography plate, feet apart, with the MediPost device mounted in the lumbar area. Visual instructions are presented on the screen in front of the patient.
Median values of angular velocity under four posturography conditions measured by mobile posturography (MediPost) and static posturography.
| Posturography Condition | Static Posturography Median (IQR) [°/s] | Mobile Posturography MediPost Median (IQR) [°/s] | Intra-class Correlation Coefficient (ICC) | |||||
|---|---|---|---|---|---|---|---|---|
|
| All patients (n = 103) | Control | Study | All patients | Control | Study | ||
|
| 0.23 (0.07) | 0.23 (0.03) | 0.26 ns (0.13) | 0.35 (0.13) | 0.35 (0.13) | 0.36 ns (0.17) | <0.001 | 0.685 * (0.087; 0.875) |
|
| 0.33 (0.13) | 0.27 (0.13) | 0.43 * (0.17) | 0.42 (0.14) | 0.37 (0.11) | 0.48 * (0.15) | <0.001 | 0.958 * (0.922; 0.976) |
|
| 0.55 (0.3) | 0.47 | 0.78 * (0.36) | 0.55 (0.23) | 0.49 (0.15) | 0.73 * (0.39) | <0.001 | 0.958 * (0.939; 0.972) |
|
| 1.17 (1.0) | 0.97 (0.30) | 2.15 * (1.10) | 0.93 (0.67) | 0.79 (0.29) | 1.61 * (1.02) | 0.049 | 0.966 * (0.702; 0.989) |
|
| 0.6 (0.4) | 0.50 (0.20) | 0.90 * (0.30) | 0.54 (0.29) | 0.49 (0.92) | 0.84 * (0.32) | <0.001 | 0.981 * (0.964; 0.989) |
Comp—composite score, mean value for 4 conditions, *—significant at the <0.001 level (2-tailed), ns- no statistical significance.
Compliance results between MediPost and static posturography.
| Modified Clinical Test of Sensory Interaction on Balance Condition | Bland–Altman Coefficient [%] |
|---|---|
| 1 | 94.17 |
| 2 | 95.14 |
| 3 | 92.23 |
| 4 | 95.14 |
Figure 4Bland–Altman plots for the mean difference of angular velocity measurement using two methods: mobile posturography with the MediPost and static posturography. Blue lines represent bias, red lines represent limits of agreement. (A) mCTSIB test condition 1. (B) mCTSIB test condition 2. (C) mCTSIB test condition 3. (D) mCTSIB test condition 4. SP- Static Posturography. MP-Mobile Posturography with MediPost.
Median values of angular velocity under four posturography conditions measured by mobile posturography (MediPost) and static posturography.
| Modified Clinical Test of Sensory Interaction on Balance | AUC (95% CI) | Proposed Cut-Off Value | AUC Difference | Comparison of ROC Curves ( | Sensitivity | Specificity | PPV | NPV | |
|---|---|---|---|---|---|---|---|---|---|
|
| SP | 0.679 (0.566; 0.793) | 0.27 | 0.106 | 0.067 | 36.8% | 89.2% | 66.7% | 70.7% |
| MP | 0.573 (0.452; 0.692) | 0.45 | 26.3% | 93.8% | 71.4% | 68.5% | |||
|
| SP | 0.813 (0.728; 0.899) | 0.4 | 0.039 | 0.391 | 71.1% | 78.5% | 65.9% | 82.3% |
| MP | 0.773 (0.675; 0.872) | 0.43 | 76.3% | 76.9% | 65.9% | 84.7% | |||
|
| SP | 0.905 (0.848; 0.961) | 0.7 | 0.035 | 0.170 | 71.1% | 93.8% | 87.1% | 84.7% |
| MP | 0.870 (0.802; 0.937) | 0.58 | 76.3% | 78.5% | 67.4% | 85% | |||
|
| SP | 0.939 (0.896; 0.982) | 1.53 | −0.014 | 0.166 | 86.4% | 87.7% | 80% | 90.5% |
| MP | 0.953 (0.918; 0.989) | 1.08 | 92.1% | 84.6% | 77.8% | 94.8% | |||
|
| SP | 0.94 (0.897; 0.983) | 0.7 | −0.014 | 0.365 | 89.5% | 84.6% | 77.3% | 93.2% |
| MP | 0.954 (0.92; 0.989) | 0.61 | 89.5% | 87.7% | 81% | 93.4% | |||
AUC—area under curve, PPV—positive predictive value, NPV—negative predictive value, SP—Static posturography, MP—Mobile posturography (MediPost device).