| Literature DB >> 34063123 |
Damien Duddy1, Rónán Doherty1, James Connolly2, Stephen McNally3, Johnny Loughrey3, Maria Faulkner1.
Abstract
Patients with neurological impairments often experience physical deconditioning, resulting in reduced fitness and health. Powered exoskeleton training may be a successful method to combat physical deconditioning and its comorbidities, providing patients with a valuable and novel experience. This systematic review aimed to conduct a search of relevant literature, to examine the effects of powered exoskeleton training on cardiovascular function and gait performance. Two electronic database searches were performed (2 April 2020 to 12 February 2021) and manual reference list searches of relevant manuscripts were completed. Studies meeting the inclusion criteria were systematically reviewed in accordance with Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. n = 63 relevant titles were highlighed; two further titles were identified through manual reference list searches. Following analysis n = 23 studies were included. Data extraction details included; sample size, age, gender, injury, the exoskeleton used, intervention duration, weekly sessions, total sessions, session duration and outcome measures. Results indicated that exoskeleton gait training elevated energy expenditure greater than wheelchair propulsion and improved gait function. Patients exercised at a moderate-intensity. Powered exoskeletons may increase energy expenditure to a similar level as non-exoskeleton walking, which may improve cardiovascular function more effectively than wheelchair propulsion alone.Entities:
Keywords: energy expenditure; exoskeleton; heart rate; oxygen consumption; spinal cord injury
Mesh:
Year: 2021 PMID: 34063123 PMCID: PMC8124924 DOI: 10.3390/s21093207
Source DB: PubMed Journal: Sensors (Basel) ISSN: 1424-8220 Impact factor: 3.576
Figure 1Benefits of powered exoskeleton gait training.
Figure 2Prisma Flow Chart.
Study characteristics.
| Authors | Sample Size (N) | Age (Years) | M/F | Injury | Device | Duration | Total Sessions | Sessions per Week | Session Duration | EE Parameters | Gait Parameters |
| Afzal et al. [ | 10 | 54.3 ± 12.4 | M2/F8 | MS | EKSO | 3 weeks | 15 | 5 | 90 min | 25F WT, 6 MWT, TUG | |
| Arazpour et al. [ | 4 | 26.8 ± 2.94 | M2/F2 | SCI | PGO | 8 weeks | 18 | 3 | 2 h | PCI | Walking speed and distance |
| Asselin et al. [ | 8 | 24–61 | M7/F1 | SCI | ReWalk | 1 testing session | 1 | - | - | Sit, stand and walk speed | |
| Bach Baunsgaard et al. [ | 52 | 35.8 | M36/F16 | SCI | EKSO and EKSO GT | 8 weeks | 24 | 3 | - | HR, RPE | 10 MWT, TUG, steps |
| Benson et al. [ | 10 | 23–43 | M10 | SCI | ReWalk | 10 weeks | 20 | 2 | - | HR | 10 MWT, 6 MWT, TUG |
| Chang et al. [ | 6 | 27–66 | M4/F2 | Able-Bodied | Hybrid neuro-prosthesis Exoskeleton | 4 weeks | - | - | - | Walking speed, steps | |
| Corbianco et al. [ | 15 | 40 ± 15 | M10/F5 | SCI | Ekso GT | 17 sessions | 17 | 2 | 60 min | EE recorded over a 10-min walk | |
| Escalona et al. [ | 13 | 26.7–63.1 | M8/F5 | SCI | Ekso GT | 6 weeks | 18 | 2–3 | - | 1 min sit, 1 min stand, 10 MWT, speed | |
| Evans et al. [ | 5 | 28–51 | M4/F1 | SCI | Indego | 2 testing sessions | 2 | - | - | 6 MWT, speed | |
| Farris et al. [ | 1 | 42 | M1 | SCI | Vanderbilt (Indego) | 1 testing session | 1 | 1 | - | PCI | TUG, 10 MWT, 6 MWT |
| Gorgey et al. [ | 4 | 21–57 | M4 | SCI | EKSO | 15 weeks | 15 | 1 | 60 min | Walk time, steps | |
| Jang et al. [ | 1 | 57 | M1 | SCI | Angelegs | 6 weeks | 30 | 5 | 30 min | METs, | 10 MWT, TUG, speed and steps |
| Jayaraman et al. [ | 12 | 57.8 ± 7.2 | M8/F4 | Stroke | SMA | 1 testing session | 1 | - | 30–45 min | 6 MWT | |
| Khan et al. [ | 12 | 37.5 ± 13.7 | M8/F4 | SCI | ReWalk | 12 weeks | >40 | 3.7 ± 0.2 | 1 h | PCI | 10 MWT, 6 MWT, TUG, speed and steps |
| Knezevic et al. [ | 5 | 18–65 | M5 | SCI | ReWalk | 60 sessions | 60 | - | - | 6 MWT | |
| Kozlowski et al. [ | 7 | 21–49 | M7 | SCI | EKSO | 24 weeks | 24 | 1 | 2 h | HR, METs, RPE | Walk time, distance, steps and 2 MWT |
| Kressler et al. [ | 3 | 26–38 | M2/F1 | SCI | EKSO | 6 weeks | 18 | 3 | 60 min | Walking Speed, 2 MWT | |
| Kressler et al. [ | 4 | 24–48 | M1/F3 | SCI | Ekso GT | 2 testing sessions | 2 | - | - | 3 × 6 min walking bouts | |
| Kwon et al. [ | 10 | 31 ± 10.3 | M8/F2 | SCI | ReWalk | 2 × 4-week blocks | 40 | - | 60–90 min | 6 MWT, 30 MWT | |
| Lester and Gorgey, [ | 1 | 21 | M1 | SCI | EKSO | 3 weeks | 3 | 1 | Based on walk time | HR, BP | Steps |
| Maher et al. [ | 20 | 18–60 | - | SCI (10) | Ekso GT | 2–4 weeks | 4 | 1 | 45 min | Distance and Speed | |
| Postol et al. [ | 32 | 56.5 ± 11.4 | M22/F10 | Stroke (6), MS (6), Healthy (20) | REX Bionics | 12 weeks | 24 | 2 | - | 5-min walk time | |
| Rampichini et al. [ | 1 | 28 | F1 | SCI | ReWalk | 1 testing session | 1 | - | - | Speed |
Mean O2 results (mL·kg−1·min−1, mL·kg−1 km−1, L·min−1 or mL) during exoskeleton assisted ambulation.
| Author | Exoskeleton Ambulation |
|---|---|
| Afzal et al. [ | Pre 6 MWT: 5.76 ± 1.3 (N |
| Asselin et al. [ | Sit: 3.5 ± 0.4 mL·kg−1·min−1; Stand: 4.3 ± 0.9 mL·kg−1·min−1; Walk: 11.2 ± 1.7 mL·kg−1·min−1 |
| Chang et al. [ | Exo: 22.5 ± 3.4 mL·kg−1·min−1 |
| Corbianco et al. [ | Sit: 2.58 ± 0.67 mL·kg−1·min−1; Stand: 3.02 ± 0.48 mL·kg−1·min−1; Walk: 7.73 ± 1.02 mL·kg−1·min−1 |
| Escalona et al. [ | Sit: 2.7–3.1 mL·kg−1·min−1; Stand: 3.8–5.3 mL·kg−1·min−1; Walk: 5.9–7.8 mL·kg−1·min−1 |
| Evans et al. [ | Walk 1: 9.5 ± 0.8 mL·kg−1·min−1; Walk 2: 11.5 ± 1.4 mL·kg−1·min−1 |
| Gorgey et al. [ | Sit: 0.27 L·min−1; Stand: 0.4 L·min−1; Walk: 0.55 L·min−1 |
| Jang et al. [ | Pre: 1208.1 mL; Mid: 1077.9 mL; Post: 901.3 mL |
| Jayaraman et al. [ | 34.92 ± 14.84 mL·kg1·km−1(6 MWT) and 0.08 ± 0.04 mL·kg−1·km−1 (graded treadmill test) improvement with a powered exoskeleton. |
| Knezevic et al. [ | Pre: 9.76 ± 1.23 mL·kg−1·min−1; Mid: 10.93 ± 1.90 mL·kg−1·min−1; Post: 12.73 ± 2.30 mL·kg−1·min−1 |
| Kressler et al. [ | Pre: 21.6 mL·kg−1·min−1; Post: 20.8 mL·kg−1·min−1 |
| Kressler et al. [ | 16.6 mL·kg−1·min−1 (7.7–25.3 mL·kg−1·min−1) |
| Kwon et al. [ | Mean: 6 MWT: 9.0 ± 2.1 mL·kg−1·min−1; 30 MWT: 8.8 ± 1.8 mL·kg−1·min−1 |
| Maher et al. [ | Exo: Sit: 4.3 ± 1.12 mL·kg−1·min−1; Stand: 4.7 ± 0.58 mL·kg−1·min−1; Walk: 8.5 ± 0.90 mL·kg−1·min−1 |
| Postol et al. [ | Exo: Pre: 3.7 ± 0.7 mL·kg−1·min−1; Post: 5.3 ± 1.9 mL·kg−1·min−1 |
| Rampichini et al. [ | 12.4–15.5 mL·kg−1·min−1 |
Mean HR (bpm) and RPE (Borg scale) data of exoskeleton assisted ambulation.
| Authors | Sit/Rest (bpm) | Stand (bpm) | Exoskeleton Walking (bpm) | Post Walk (bpm) | RPE (Borg Scale) |
|---|---|---|---|---|---|
| Asselin et al. [ | 70 ± 10 | 81 ± 12 | 118 ± 21 | - | 10 ± 2 (7–13) |
| Bach Baunsgaard et al. [ | - | - | 15–21% increase in HR from sitting to walking | - | 13 (11–13) over 24 sessions |
| Benson et al. [ | 82.6 | - | - | 91.4 | - |
| Chang et al. [ | - | - | Exo: 148 ± 19 | - | - |
| Corbianco et al. [ | 76 ± 12 | 85 ± 9 | 100 ± 13 | - | - |
| Escalona et al. [ | 74 | 89 | 114 | - | 3.2 |
| Evans et al. [ | - | - | Walk 1: 121 ± 30 | - | - |
| Knezevic et al. [ | - | - | - | - | Reduced from 13 ± 5.95 to 7 ± 3.52 |
| Kozlowski et al. [ | 69.5 (52–115) | - | 103.7 (57–136) | 89 (53–135) | 9.7 (6–20) |
| Kressler et al. [ | - | - | Pre: 166.6 ± 24.0 (139–182) | - | - |
| Kwon et al. [ | - | - | 6 MWT; mean: 112.5 ± 13.6 peak: 124.8 ± 16.1 | - | - |
| Lester and Gorgey, [ | Session 1: 69 | - | - | Session 1: 74 | - |
| Rampichini et al. [ | 87 | 94 | 115 | - | - |
Mean 6 MWT (m) and 10 MWT (s or m·s−1) results.
| Author | 6 MWT | 10 MWT |
|---|---|---|
| Afzal et al. [ | Pre: 121.2 ± 64.7 m | - |
| Bach Baunsgaard et al. [ | - | Pre: 35.3 and 33.8 s |
| Benson et al. [ | Mid: 117.6 m (50–162 m) | Mid: 30 s |
| Escalona et al. [ | - | 57 (38–89) s |
| Evans et al. [ | Walk 1: 67.4 ± 3.8 m, | - |
| Farris et al. [ | 64 ± 4.5 m | 58 ± 3.1 s |
| Jang et al. [ | - | Pre: 89 and 76.42 s |
| Jayaraman et al. [ | 32.3 ± 15.5 m improvement with powered vs. unpowered exoskeleton assistance. | - |
| Khan et al. [ | Post: 146.3 ± 35.3 m | Mean speed of 0.43 ± 0.11 m·s−1 post-intervention |
| Knezevic et al. [ | Pre: 51.1 ± 51 m | - |
| Kressler et al. [ | - | Pre: 0.02–0.15 m·s−1 |
| Kwon et al. [ | Powered: 39.1 ± 5.4 m | - |
Mean walking speed (m·min−1, cm·s−1 or m·s−1), distance (m) and steps (steps·min−1 or total steps).
| Author | Speed (m·min−1, cm·s−1 or m·s−1) | Distance (m) | Steps (Steps·min−1 or Total Steps) |
|---|---|---|---|
| Arazpour et al. [ | 21.18 ± 1.17 m·min−1 | 120 ± 12.98 m | - |
| Asselin et al. [ | 0.22 ± 0.11 m·s−1 | - | - |
| Bach Baunsgaard et al. [ | - | - | 350–1200 steps·session−1 |
| Chang et al. [ | 1.2 ± 0.2 m·s−1 | - | 104 ± 11 steps·min−1 |
| Escalona et al. [ | 0.18 m·s−1 (0.11–0.26 m·s−1) | - | 1075–21,246 steps |
| Evans et al. [ | 1: 0.19 ± 0.01 m·s−1 | 1: 67.40 ± 3.76 m | - |
| Farris et al. [ | 0.063–0.18 m·s−1 | - | - |
| Gorgey et al. [ | - | - | 59–2284 steps·session−1 |
| Jang et al. [ | Pre: 6.8 cm·s−1 | - | Pre: 16.4 steps·min−1 |
| Khan et al. [ | 0.43 ± 0.11 m·s−1 (0.28–0.60 m·s−1) | - | 1359 ± 692 steps·session−1 |
| Kozlowski et al. [ | 0.15 m·s−1 (0.11–0.21 m·s−1) | 385.3 m (110–670 m) | 1525 steps·session−1 (561–2616 steps·session−1) |
| Kressler et al. [ | 0.02–0.35 m·s−1 | 50–1000 m | 200–2600 steps·session−1 |
| Lester and Gorgey, [ | - | - | Session 1: 83 steps |
| Maher et al. [ | 13.8 ± 6.0 m·min−1 | 604.3 ± 278.4 m | - |
Figure 3Google Scholar publication trends based on search term results over the past decade.