| Literature DB >> 28235045 |
Nima Toosizadeh1,2, Cristine Berry1,3, Christian Bime3, Bijan Najafi1,2,4, Monica Kraft3, Jane Mohler1,2.
Abstract
BACKGROUND: Assessment of functional capacity is important in directing chronic obstructive pulmonary disease (COPD) care (e.g., rehabilitation and discharge readiness), and in predicting outcomes (e.g., exacerbation, hospitalization, and mortality). The 6-minute walk distance (6MWD) test for functional capacity assessment, may be time-consuming and burdensome.Entities:
Mesh:
Year: 2017 PMID: 28235045 PMCID: PMC5325547 DOI: 10.1371/journal.pone.0172766
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1UEF experimental setup and sensors output (i.e., elbow angular velocity).
UEF parameter definitions.
See (15) for more details.
| Parameter | Definition |
|---|---|
| Speed | Mean value (within 20-second elbow flexion/extension) of elbow angular velocity range (maximum minus minimum speed) |
| Range of motion | Mean value of elbow flexion range |
| Power | Mean value of product of the angular acceleration range and the range of angular velocity |
| Rise time | Mean value of time required to reach the maximum angular velocity |
| Moment | Mean value of maximum moments on elbow within each flexion/extension estimated from moment of inertia of forearm and hand, and elbow motion |
| Speed variability | Coefficient of variation (standard deviation divided by the mean value) of angular velocity range |
| Speed reduction | Difference in angular velocity range between the last and the first five seconds of elbow flexion as a percentage of initial angular velocity range |
| Flexion number | Number of flexion/extensions during 20 seconds |
Normal-paced 6MWD test was performed following the standard guidelines of the European Respiratory Society and the American Thoracic Society [11]; the total distance covered was recorded to the nearest meter.
Outcome measures.
For each gender the mean and standard deviation (SD) values for demographic information, subjective clinical measures, pulmonary function measures, and functional capacity measures are presented.
| Variable | Male | Female | Combined |
|---|---|---|---|
| Demographic Information | |||
| Number (% of the group) | 30 (61%) | 19 (39%) | 49 |
| Age, year (SD) | 72 (8) | 71 (6) | 72 (8) |
| Stature, cm (SD) | 174.6 (8.5) | 158.8 (6.1) | 168.5 (10.9) |
| Body mass, kg (SD) | 86.5 (15.8) | 71.4 (17.4) | 80.7 (17.9) |
| BMI, kg/m2 (SD) | 28.4 (4.8) | 28.3 (6.6) | 28.4 (5.5) |
| Subjective Clinical Outcomes | |||
| Smoking, Pack per year (SD) | 60 (18) | 60 (17) | 60 (17) |
| Smoking history, year (SD) | 40 (13) | 38 (15) | 39 (14) |
| COPD severity-Total CAT score, 0–40 scale (SD) | 15.37 (7.18) | 17.29 (6.41) | 16.11 (6.89) |
| Pulmonary Function Measures | |||
| FEV1, Liters (SD) | 1.90 (0.69) | 1.22 (0.56) | 1.61 (0.72) |
| Percent Predicted FEV1, percentage (SD) | 0.62 (0.21) | 0.57 (0.24) | 0.60 (0.22) |
| FVC, Liters (SD) | 3.87 (0.84) | 2.48 (0.72) | 3.28 (1.05) |
| Percent Predicted FVC, percentage (SD) | 0.92 (0.14) | 0.88 (0.21) | 0.91 (0.17) |
| PEFR, Liter/sec (SD) | 6.42 (2.16) | 4.13 (1.61) | 5.45 (2.24) |
| FEV1/FVC, percentage (SD) | 0.49 (0.14) | 0.48 (0.14) | 0.49 (0.14) |
| MIP, cmH2O (SD) | 84.19 (23.13) | 59.00 (18.51) | 72.23 (24.39) |
| MEP, cmH2O (SD) | 109.15 (47.62) | 85.28 (35.36) | 97.84 (43.42) |
| Median GOLD stages (% stage 4) | 2 (10%) | 3 (16%) | 2 (12%) |
| Functional Capacity Measures | |||
| 6MWD, m (SD) | 406.71 (99.36) | 291.19 (105.11) | 356.76 (115.99) |
| Speed, deg/s (SD) | 989.20 (378.97) | 814.39 (224.29) | 921.42 (335.22) |
| Range of motion, deg (SD) | 110.74 (29.66) | 117.92 (25.61) | 113.53 (28.11) |
| Power, deg2/s3 x 100000 (SD) | 168.88 (114.28) | 88.58 (41.56) | 137.10 (100.08) |
| Rise time, s/100 (SD) | 29.46 (10.21) | 30.50 (8.20) | 29.86 (9.41) |
| Moment, Nm (SD) | 1.66 (0.72) | 0.60 (0.22) | 1.24 (0.77) |
| Speed variability, percentage (SD) | 17.58 (17.53) | 18.60 (23.92) | 17.98 (20.01) |
| Speed reduction, percentage (SD) | 5.29 (13.55) | 7.41 (11.39) | 6.11 (12.68) |
| Flexion number (SD) | 22.73 (6.67) | 18.82 (4.39) | 21.21 (6.15) |
BMI: body mass index. COPD: chronic obstructive pulmonary disease. FEV1: forced expiratory volume in one second. FVC: forced vital capacity. PEFR: peak expiratory flow rate. MIP: maximal inspiratory pressure. MEP: maximal expiratory pressure. 6MWD: 6 minute walk distance.
Association between UEF parameters, 6MWD, and pulmonary function measures.
Pearson correlation coefficients (r) are presented. P-values for independent associations between UEF parameters and pulmonary function measures (adjusted with age, gender, and BMI) are presented in Parenthesis.
| Functional Capacity | 6MWD | FEV1 | FVC | PEFR | MIP | MEP |
|---|---|---|---|---|---|---|
| Speed | ||||||
| Range of motion | ||||||
| Power | ||||||
| Rise time | ||||||
| Moment | ||||||
| Speed variability | ||||||
| Speed reduction | ||||||
| Flexion number | ||||||
| UEF score | ||||||
| 6MWD | - |
6MWD: 6-minute walk distance. FEV1: forced expiratory volume in one second. FVC: forced vital capacity. PEFR: peak expiratory flow rate. MIP: maximal inspiratory pressure. MEP: maximal expiratory pressure.
*: The asterisk symbol represents a significant correlation.
Results of the multivariable regression model.
Dependent variable: 6MWD; independent variables: UEF parameters (with significant linear correlation with 6MWD), age, gender, and, BMI.
| Independent Variables | Parameter Estimates | Standard Errors | 95% CI (Lower) | 95% CI (Upper) | ||
|---|---|---|---|---|---|---|
| Speed | 0.28 | 0.14 | 2.04 | 0.05 | 0.00 | 0.56 |
| Power | -1.15x10-05 | 4.11x10-06 | -2.80 | 0.01 | -2.00x10-05 | -3.06x10-06 |
| Moment | 137.18 | 47.15 | 2.91 | 0.01 | 40.27 | 234.10 |
| Speed variability | -0.95 | 0.86 | -1.11 | 0.28 | -2.72 | 0.81 |
| Flexion Number | -0.29 | 3.19 | -0.09 | 0.93 | -6.85 | 6.27 |
| Gender | -2.34 | 23.58 | -0.10 | 0.92 | -50.81 | 46.12 |
| Age | -1.01 | 2.01 | -0.50 | 0.62 | -5.13 | 3.12 |
| BMI | -3.31 | 2.81 | -1.18 | 0.25 | -9.08 | 2.47 |
*: The asterisk symbol represents a significant independent association.
Fig 2Multivariable regression model; dependent variable: 6MWD and independent variables: UFM parameters with significant correlation with 6MWD (i.e., speed, power, moment, speed variability, flexion number), age, gender, and BMI.
Fig 3Elbow moment, overall, demonstrated the strongest association with pulmonary function measures and 6MWD among UEF parameters.
The asterisk symbol represents a significant correlation.