Intraneural sensory feedback restores grip force control and motor coordination while using a prosthetic hand
- PMID: 30736030
- DOI: 10.1088/1741-2552/ab059b
Intraneural sensory feedback restores grip force control and motor coordination while using a prosthetic hand
Abstract
Objective: Tactile afferents in the human hand provide fundamental information about hand-environment interactions, which is used by the brain to adapt the motor output to the physical properties of the object being manipulated. A hand amputation disrupts both afferent and efferent pathways from/to the hand, completely invalidating the individual's motor repertoire. Although motor functions may be partially recovered by using a myoelectric prosthesis, providing functionally effective sensory feedback to users of prosthetics is a largely unsolved challenge. While past studies using invasive stimulation suggested that sensory feedback may help in handling fragile objects, none explored the underpinning, relearned, motor coordination during grasping. In this study, we aimed at showing for the first time that intraneural sensory feedback of the grip force (GF) improves the sensorimotor control of a transradial amputee controlling a myoelectric prosthesis.
Approach: We performed a longitudinal study testing a single subject (clinical trial registration number NCT02848846). A stacking cups test (CUP) performed over two weeks aimed at measuring the subject's ability to finely regulate the GF applied with the prosthesis. A pick and lift test (PLT), performed at the end of the study, measured the level of motor coordination, and whether the subject transferred the motor skills learned in the CUP to an alien task.
Main results: The results show that intraneural sensory feedback increases the subject's ability in regulating the GF and allows for improved performance over time. Additionally, the PLT demonstrated that the subject was able to generalize and transfer her manipulation skills to an unknown task and to improve her motor coordination.
Significance: Our findings suggest that intraneural sensory feedback holds the potential of restoring functionally effective tactile feedback. This opens up new possibilities to improve the quality of life of amputees using a neural prosthesis.
Similar articles
-
An exploration of grip force regulation with a low-impedance myoelectric prosthesis featuring referred haptic feedback.J Neuroeng Rehabil. 2015 Nov 25;12:104. doi: 10.1186/s12984-015-0098-1. J Neuroeng Rehabil. 2015. PMID: 26602538 Free PMC article. Clinical Trial.
-
Electrotactile Feedback Improves Grip Force Control and Enables Object Stiffness Recognition While Using a Myoelectric Hand.IEEE Trans Neural Syst Rehabil Eng. 2022;30:1310-1320. doi: 10.1109/TNSRE.2022.3173329. Epub 2022 May 26. IEEE Trans Neural Syst Rehabil Eng. 2022. PMID: 35533165
-
Grip control and motor coordination with implanted and surface electrodes while grasping with an osseointegrated prosthetic hand.J Neuroeng Rehabil. 2019 Apr 11;16(1):49. doi: 10.1186/s12984-019-0511-2. J Neuroeng Rehabil. 2019. PMID: 30975158 Free PMC article.
-
A review of invasive and non-invasive sensory feedback in upper limb prostheses.Expert Rev Med Devices. 2017 Jun;14(6):439-447. doi: 10.1080/17434440.2017.1332989. Expert Rev Med Devices. 2017. PMID: 28532184 Review.
-
Sensory feedback in upper limb prosthetics.Expert Rev Med Devices. 2013 Jan;10(1):45-54. doi: 10.1586/erd.12.68. Expert Rev Med Devices. 2013. PMID: 23278223 Review.
Cited by
-
Intracortical Microstimulation Feedback Improves Grasp Force Accuracy in a Human Using a Brain-Computer Interface.Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:3355-3358. doi: 10.1109/EMBC44109.2020.9175926. Annu Int Conf IEEE Eng Med Biol Soc. 2020. PMID: 33018723 Free PMC article.
-
Object stiffness recognition and vibratory feedback without ad-hoc sensing on the Hannes prosthesis: A machine learning approach.Front Neurosci. 2023 Feb 16;17:1078846. doi: 10.3389/fnins.2023.1078846. eCollection 2023. Front Neurosci. 2023. PMID: 36875662 Free PMC article.
-
Comparing end-effector position and joint angle feedback for online robotic limb tracking.PLoS One. 2023 Jun 8;18(6):e0286566. doi: 10.1371/journal.pone.0286566. eCollection 2023. PLoS One. 2023. PMID: 37289675 Free PMC article.
-
A Review of Sensory Feedback in Upper-Limb Prostheses From the Perspective of Human Motor Control.Front Neurosci. 2020 Jun 23;14:345. doi: 10.3389/fnins.2020.00345. eCollection 2020. Front Neurosci. 2020. PMID: 32655344 Free PMC article. Review.
-
An early force prediction control scheme using multimodal sensing of electromyography and digit force signals.Heliyon. 2024 Apr 9;10(8):e28716. doi: 10.1016/j.heliyon.2024.e28716. eCollection 2024 Apr 30. Heliyon. 2024. PMID: 38628745 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous