Intraneural sensory feedback restores grip force control and motor coordination while using a prosthetic hand

被引:60
|
作者
Clemente, Francesco [1 ]
Valle, Giacomo [1 ,2 ,3 ]
Controzzi, Marco [1 ]
Strauss, Ivo [1 ,2 ,3 ]
Iberite, Francesco [1 ]
Stieglitz, Thomas [4 ]
Granata, Giuseppe [5 ,6 ]
Rossini, Paolo M. [5 ,6 ]
Petrini, Francesco [2 ,3 ]
Micera, Silvestro [1 ,2 ,3 ]
Cipriani, Christian [1 ]
机构
[1] Scuola Super Sant Anna, BioRobot Inst, Pisa, Italy
[2] Ecole Polytech Fed Lausanne, Sch Engn, Ctr Neuroprosthet, Bertarelli Fdn Chair Translat Neuroengn, Lausanne, Switzerland
[3] Ecole Polytech Fed Lausanne, Sch Engn, Inst Bioengn, Lausanne, Switzerland
[4] Univ Freiburg, Dept Microsyst Engn IMTEK, BrainLinks BrainTools Cluster Excellence, Lab Biomed Microtechnol,Bernstein Ctr, D-79110 Freiburg, Germany
[5] Univ Cattolica Sacro Cuore, Inst Neurol, Rome, Italy
[6] IRCCS Fdn, Policlin A Gemelli, Area Neurosci, Rome, Italy
关键词
invasive feedback; sensory substitution; upper limb prosthetics; intraneural feedback; neural stimulation; sensorimotor control; motor learning; OBJECT MANIPULATION; AMPUTEES; TRANSPLANTATION; STIMULATION; SKIN;
D O I
10.1088/1741-2552/ab059b
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页数:9
相关论文
共 43 条
  • [1] Grip control and motor coordination with implanted and surface electrodes while grasping with an osseointegrated prosthetic hand
    Mastinu, Enzo
    Clemente, Francesco
    Sassu, Paolo
    Aszmann, Oskar
    Branemark, Rickard
    Flakansson, Bo
    Controzzi, Marco
    Cipriani, Christian
    Ortiz-Catalan, Max
    JOURNAL OF NEUROENGINEERING AND REHABILITATION, 2019, 16 (1)
  • [2] Grip control and motor coordination with implanted and surface electrodes while grasping with an osseointegrated prosthetic hand
    Enzo Mastinu
    Francesco Clemente
    Paolo Sassu
    Oskar Aszmann
    Rickard Brånemark
    Bo Håkansson
    Marco Controzzi
    Christian Cipriani
    Max Ortiz-Catalan
    Journal of NeuroEngineering and Rehabilitation, 16
  • [3] Custom Force Sensor and Sensory Feedback System to Enable Grip Control of a Robotic Prosthetic Hand
    Seedat, Nabeel
    Mohamed, Irfaan
    Mohamed, Abdul-Khaaliq
    2018 7TH IEEE INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB2018), 2018, : 248 - 253
  • [5] Electrotactile Feedback Improves Grip Force Control and Enables Object Stiffness Recognition While Using a Myoelectric Hand
    Chai, Guohong
    Wang, Han
    Li, Guangye
    Sheng, Xinjun
    Zhu, Xiangyang
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 30 : 1310 - 1320
  • [6] Robust grip force estimation under electric feedback using muscle stiffness and electromyography for powered prosthetic hand
    Kasuya, Masahiro
    Seki, Masatoshi
    Kawamura, Kazuya
    Kobayashi, Yo
    Fujie, Masakatsu G.
    Yokoi, Hiroshi
    2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2013, : 93 - 98
  • [7] Sensory feedback system for prosthetic hand by using interferential current
    Yoshida, M
    Sasaki, Y
    PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 : 1431 - 1432
  • [8] Sensory feedback system using interferential current for EMG prosthetic hand
    Sasaki, Y
    Nakayama, Y
    Yoshida, M
    SECOND JOINT EMBS-BMES CONFERENCE 2002, VOLS 1-3, CONFERENCE PROCEEDINGS: BIOENGINEERING - INTEGRATIVE METHODOLOGIES, NEW TECHNOLOGIES, 2002, : 2402 - 2403
  • [9] Restoring Sensory Feedback Enables Real-Time Control of Prosthetic Hand
    Guglielmelli, Eugenio
    IEEE ROBOTICS & AUTOMATION MAGAZINE, 2014, 21 (02) : 88 - 89
  • [10] Object Recognition via Evoked Sensory Feedback during Control of a Prosthetic Hand
    Vargas, Luis
    Huang, He
    Zhu, Yong
    Hu, Xiaogang
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 7 (01) : 207 - 214