A Meta-Analysis on Dual Protocols for Chronic Stroke Motor Recovery: Robotic Training and tDCS
Source abstract
Abstract
Two popular chronic stroke rehabilitation protocols are robotic-assisted movements and transcranial direct current stimulation (tDCS). Separately, both protocols have produced encouraging motor recovery improvements. An intriguing question remains: what happens to motor recovery when both protocols are administered together? Do the two protocols together produce additive dual effects? This systematic review and meta-analysis investigated the dual effect of combining robotic training and tDCS. We investigated the potential effects of tDCS protocols in addition to robotic-training programs on motor recovery of the upper and lower extremities post-stroke. A systematic literature search identified 20 qualified studies that used robotic training combined with tDCS protocols for upper limb (i.e., 15 studies) and lower limb (i.e., 5 studies) post-stroke rehabilitation. Individuals in the subacute and chronic stages of recovery were investigated. The 20 included studies compared additive effects of the combined protocols with robotic training sham control groups. Further, we estimated short-term and long-term treatment effects of the combined protocols. The random-effects model meta-analyses failed to find any significant short-term and long-term motor improvements in the upper extremities after the combined treatments. However, robotic-assisted movements combined with tDCS protocols revealed significant moderate transient and sustained improvements in functions of the lower limbs post-stroke. These meta-analytic findings suggest clinical implications concerning coupled top-down and bottom-up training protocols (i.e., robotic training and tDCS combined), which will allow us to make progress toward post-stroke motor recovery.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Stroke Rehabilitation and Recovery · Transcranial Magnetic Stimulation Studies · Spinal Cord Injury Research
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Division of Sport Science, Health Promotion Center, Sport Science Institute, Incheon National University, Incheon 22012, Republic of Korea
Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, FL 32611, USA
Funding
Incheon National University Research Grant
References (94)
Show source-provided references
1. Heart disease and stroke statistics—2021 update: A report from the American Heart Association10.1161/CIR.0000000000000950 ↗
2. Understanding motor impairment in the paretic lower limb after a stroke: A review of the literature10.1310/tsr1605-346 ↗
3. Bimanual coordination functions between paretic and nonparetic arms: A systematic review and meta-analysis10.1016/j.jstrokecerebrovasdis.2019.104544 ↗
4. Bimanual coordination: A missing piece of arm rehabilitation after stroke
5. Unilateral and bilateral upper-limb training interventions after stroke have similar effects on bimanual coupling strength10.1177/1545968314543498 ↗
6. Neural plasticity and bilateral movements: A rehabilitation approach for chronic stroke10.1016/j.pneurobio.2005.04.001 ↗
7. Principles of experience-dependent neural plasticity: Implications for rehabilitation after brain damage10.1044/1092-4388(2008/018) ↗
8. Motor rehabilitation and brain plasticity after hemiparetic stroke10.1016/j.pneurobio.2004.04.001 ↗
9. Treatments to Promote Neural Repair after Stroke10.5853/jos.2017.02796 ↗
10. Motor cortex—To act or not to act?10.1038/nrn.2017.119 ↗
11. The problem of volition10.1037/h0029782 ↗
12. Rehabilitation of gait after stroke: A review towards a top-down approach10.1186/1743-0003-8-66 ↗
13. Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke10.1038/s41467-018-04673-z ↗
14. Transcranial direct current stimulation facilitates motor learning post-stroke: A systematic review and meta-analysis10.1136/jnnp-2015-311242 ↗
15. Robotic-assisted rehabilitation of the upper limb after acute stroke10.1016/j.apmr.2006.10.032 ↗
16. Transcranial direct current stimulation (tDCS): Does it have merit in stroke rehabilitation? A systematic review10.1111/ijs.12169 ↗
17. Non-invasive brain stimulation improves paretic limb force production: A systematic review and meta-analysis10.1016/j.brs.2016.05.005 ↗
18. Transcranial direct current stimulation to primary motor area improves hand dexterity and selective attention in chronic stroke10.1097/PHM.0000000000000127 ↗
19. Direct current stimulation boosts hebbian plasticity in vitro10.1016/j.brs.2019.10.014 ↗
20. Excitability changes induced in the human motor cortex by weak transcranial direct current stimulation10.1111/j.1469-7793.2000.t01-1-00633.x ↗
21. Bihemispheric brain stimulation facilitates motor recovery in chronic stroke patients10.1212/WNL.0b013e318202013a ↗
22. Effects on decreasing upper-limb poststroke muscle tone using transcranial direct current stimulation: A randomized sham-controlled study10.1016/j.apmr.2012.07.022 ↗
23. Transcranial direct current stimulation associated with physical-therapy in acute stroke patients—A randomized, triple blind, sham-controlled study10.1016/j.brs.2019.10.019 ↗
24. Dose-controlled tDCS reduces electric field intensity variability at a cortical target site10.1016/j.brs.2019.10.004 ↗
25. Are current flow models for transcranial electrical stimulation fit for purpose?10.1016/j.brs.2017.04.002 ↗
26. Rehabilitation robotics: Performance-based progressive robot-assisted therapy10.1023/A:1024494031121 ↗
27. Effects of robot-assisted therapy on upper limb recovery after stroke: A systematic review10.1177/1545968307305457 ↗
28. Effects of robotic therapy on motor impairment and recovery in chronic stroke10.1053/apmr.2003.50110 ↗
29. Effects of robotic gait training after stroke: A meta-analysis10.1016/j.rehab.2020.02.008 ↗
30. Mehrholz, J., Pohl, M., Platz, T., Kugler, J., and Elsner, B. (2018). Electromechanical and robot-assisted arm training for improving activities of daily living, arm function, and arm muscle strength after stroke. Cochrane Database Syst. Rev., 6.10.1002/14651858.CD006876.pub5 ↗
31. Robot-assisted movement training compared with conventional therapy techniques for the rehabilitation of upper-limb motor function after stroke10.1053/apmr.2001.33101 ↗
32. The effectiveness of locomotor therapy using robotic-assisted gait training in subacute stroke patients: A randomized controlled trial10.1016/j.pmrj.2009.03.009 ↗
33. The effect of robotic assisted gait training with lokomat® on balance control after stroke: Systematic review and meta-analysis10.3389/fneur.2021.661815 ↗
34. Effects of robot-assisted therapy for the upper limb after stroke10.1177/1545968316666957 ↗
35. Evidence of end-effector based gait machines in gait rehabilitation after CNS lesion10.3233/NRE-130930 ↗
36. Effects of anodal and cathodal transcranial direct current stimulation combined with robotic therapy on severely affected arms in chronic stroke patients10.2340/16501977-1099 ↗
37. Combined effects of transcranial direct current stimulation (tDCS) and transcutaneous spinal direct current stimulation (tsDCS) on robot-assisted gait training in patients with chronic stroke: A pilot, double blind, randomized controlled trial
38. Effects of transcranial direct current stimulation over the supplementary motor area body weight-supported treadmill gait training in hemiparetic patients after stroke10.1016/j.neulet.2017.10.049 ↗
39. Modulation of training by single-session transcranial direct current stimulation to the intact motor cortex enhances motor skill acquisition of the paretic hand10.1161/STROKEAHA.111.645382 ↗
40. Neurophysiology of robot-mediated training and therapy: A perspective for future use in clinical populations10.3389/fneur.2013.00184 ↗
41. Non-invasive brain stimulation: An interventional tool for enhancing behavioral training after stroke10.3389/fnhum.2015.00265 ↗
42. Effects of robotic therapy associated with noninvasive brain stimulation on upper-limb rehabilitation after stroke: Systematic review and meta-analysis of randomized clinical trials10.1177/1545968321989353 ↗
43. Simonetti, D., Zollo, L., Milighetti, S., Miccinilli, S., Bravi, M., Ranieri, F., Magrone, G., Guglielmelli, E., Di Lazzaro, V., and Sterzi, S. (2017). Literature review on the effects of tDCS coupled with robotic therapy in post stroke upper limb rehabilitation. Front. Hum. Neurosci., 11.10.3389/fnhum.2017.00268 ↗
44. Transcranial direct current stimulation combined with robotic therapy for upper and lower limb function after stroke: A systematic review and meta-analysis of randomized control trials10.1186/s12984-021-00941-0 ↗
45. Brain-computer interface training combined with transcranial direct current stimulation in patients with chronic severe hemiparesis: Proof of concept study10.2340/16501977-1925 ↗
46. A double-blinded randomised controlled trial exploring the effect of anodal transcranial direct current stimulation and uni-lateral robot therapy for the impaired upper limb in sub-acute and chronic stroke10.3233/NRE-151251 ↗
47. tDCS does not enhance the effects of robot-assisted gait training in patients with subacute stroke
48. Strengthening systematic reviews in public health: Guidance in the Cochrane Handbook for Systematic Reviews of Interventions, 2nd edition10.1093/pubmed/fdac036 ↗
49. Borenstein, M., Hedges, L.V., Higgins, J.P.T., and Rothstein, H.R. (2009). Introduction to Meta-Analysis, John Wiley & Sons.10.1002/9780470743386 ↗
50. Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement10.1016/j.ijsu.2010.02.007 ↗
51. Facilitating effects of transcranial direct current stimulation on motor imagery brain-computer interface with robotic feedback for stroke rehabilitation10.1016/j.apmr.2014.08.008 ↗
52. Using transcranial direct current stimulation to augment the effect of motor imagery-assisted brain-computer interface training in chronic stroke patients-cortical reorganization considerations10.3389/fneur.2020.00948 ↗
53. Brain stimulation paired with novel locomotor training with robotic gait orthosis in chronic stroke: A feasibility study10.3233/NRE-130929 ↗
54. Bimanual motor skill learning after stroke: Combining robotics and anodal tDCS over the undamaged hemisphere: An exploratory study10.3389/fneur.2022.882225 ↗
55. Effectiveness of a single session of dual-transcranial direct current stimulation in combination with upper limb robotic-assisted rehabilitation in chronic stroke patients: A randomized, double-blind, cross-over study10.1097/MRR.0000000000000274 ↗
56. Clinical improvement with intensive robot-assisted arm training in chronic stroke is unchanged by supplementary tDCS
57. Combined transcranial direct current stimulation and robot-assisted gait training in patients with chronic stroke: A preliminary comparison10.1177/0269215510389497 ↗
58. Transcranial direct current stimulation (tDCS) and robotic practice in chronic stroke: The dimension of timing10.3233/NRE-130927 ↗
59. Combined transcranial direct current stimulation and robot-assisted arm training in subacute stroke patients: An exploratory, randomized multicenter trial10.1177/1545968311413906 ↗
60. Brain plasticity following MI-BCI training combined with tDCS in a randomized trial in chronic subcortical stroke subjects: A preliminary study10.1038/s41598-017-08928-5 ↗
61. Maxfield-Panker, S.N. (2011). The Effects of Robotic Training and Cortical Stimulation on Reaching Skill after Chronic Stroke. [Ph.D. Thesis, Georgetown University].
62. Mazzoleni, S., Dario, P., Posteraro, F., and Iardella, L. (2015, January 11–14). Effects of combined transcranial direct current stimulation and wrist robot-assisted therapy in subacute stroke patients: Preliminary results. Proceedings of the 2015 IEEE International Conference on Rehabilitation Robotics (ICORR), Singapore.10.1109/ICORR.2015.7281202 ↗
63. Effects of transcranial direct current stimulation (tDCS) combined with wrist robot-assisted rehabilitation on motor recovery in subacute stroke patients: A randomized controlled trial10.1109/TNSRE.2019.2920576 ↗
64. Robotic-assisted gait training combined with transcranial direct current stimulation in chronic stroke patients: A pilot double-blind, randomized controlled trial
65. tDCS and robotics on upper limb stroke rehabilitation: Effect modification by stroke duration and type of stroke10.1155/2016/5068127 ↗
66. Brain functional changes in stroke following rehabilitation using brain-computer interface-assisted motor imagery with and without tDCS: A pilot study10.3389/fnhum.2021.692304 ↗
67. Reliability of the PEDro scale for rating quality of randomized controlled trials10.1093/ptj/83.8.713 ↗
68. Does anodal transcranial direct current stimulation enhance excitability of the motor cortex and motor function in healthy individuals and subjects with stroke: A systematic review and meta-analysis10.1016/j.clinph.2011.08.029 ↗
69. Stroke rehabilitation evidence-based review: Methodology
70. Quantifying heterogeneity in a meta-analysis10.1002/sim.1186 ↗
71. Trim and fill: A simple funnel-plot–based method of testing and adjusting for publication bias in meta-analysis10.1111/j.0006-341X.2000.00455.x ↗
72. Bias in meta-analysis detected by a simple, graphical test10.1136/bmj.315.7109.629 ↗
73. Systematic review with network meta-analysis of randomized controlled trials of robotic-assisted arm training for improving activities of daily living and upper limb function after stroke10.1186/s12984-020-00715-0 ↗
74. Robot-assisted therapy for upper-limb rehabilitation in subacute stroke patients: A systematic review and meta-analysis10.1002/brb3.1742 ↗
75. Effects of robot-assisted upper limb rehabilitation in stroke patients: A systematic review with meta-analysis10.1007/s10072-017-2995-5 ↗
76. Robot-assisted therapy for upper extremity motor impairment after stroke: A systematic review and meta-analysis10.1093/ptj/pzab010 ↗
77. Robotic measurement of arm movements after stroke establishes biomarkers of motor recovery10.1161/STROKEAHA.113.002296 ↗
78. Understanding adaptive motor control of the paretic upper limb early poststroke: The EXPLICIT-stroke program10.1177/1545968313496327 ↗
79. Agreed definitions and a shared vision for new standards in stroke recovery research: The stroke recovery and rehabilitation roundtable taskforce10.1177/1545968317732668 ↗
80. Simkins, M., Kim, H., Abrams, G., Byl, N., and Rosen, J. (2013, January 24–26). Robotic unilateral and bilateral upper-limb movement training for stroke survivors afflicted by chronic hemiparesis. Proceedings of the 2013 IEEE 13th International Conference on Rehabilitation Robotics (ICORR), Seattle, WA, USA.10.1109/ICORR.2013.6650506 ↗
81. Unilateral vs bilateral hybrid approaches for upper limb rehabilitation in chronic stroke: A randomized controlled trial10.1016/j.apmr.2019.06.021 ↗
82. Design and interaction control of a new bilateral upper-limb rehabilitation device10.1155/2017/7640325 ↗
83. Modulation of interhemispheric interactions across symmetric and asymmetric bimanual force regulations10.1111/ejn.12026 ↗
84. Searching for the optimal tDCS target for motor rehabilitation10.1186/s12984-019-0561-5 ↗
85. Transcranial direct current stimulation for improving ambulation after stroke: A systematic review and meta-analysis10.1097/MRR.0000000000000427 ↗
86. Effects of transcranial direct current stimulation on walking ability after stroke: A systematic review and meta-analysis
87. Breaking the ice to improve motor outcomes in patients with chronic stroke: A retrospective clinical study on neuromodulation plus robotics10.1007/s10072-020-04875-8 ↗
88. Non-invasive brain stimulation to promote motor and functional recovery following spinal cord injury10.4103/1673-5374.221143 ↗
89. Beyond the target area: Remote effects of non-invasive brain stimulation in humans10.1113/jphysiol.2011.211599 ↗
90. Robot-assisted gait training for stroke patients: Current state of the art and perspectives of robotics10.2147/NDT.S114102 ↗
91. Beneficial effects of cerebellar tDCS on motor learning are associated with altered putamen-cerebellar connectivity: A simultaneous tDCS-fMRI study10.1016/j.neuroimage.2020.117363 ↗
92. The homeostatic interaction between anodal transcranial direct current stimulation and motor learning in humans is related to GABA(A) activity10.1016/j.brs.2015.04.010 ↗
93. Comparing cortical plasticity induced by conventional and high-definition 4 x 1 ring tDCS: A neurophysiological study10.1016/j.brs.2012.09.010 ↗
94. Transcranial direct current stimulation (tDCS) for upper limb rehabilitation after stroke: Future directions10.1186/s12984-018-0459-7 ↗