Evidence map›Paper›PMID 38951635›Full record

ArticleNature medicine2024

Continuous neural control of a bionic limb restores biomimetic gait after amputation.

Hyungeun Song, Tsung-Han Hsieh, Seong Ho Yeon, Tony Shu, Michael Nawrot, Christian F Landis, Gabriel N Friedman, Erica A Israel, Samantha Gutierrez-Arango, Matthew J Carty and 2 more

Abstract read
In one paragraph

Article in Nature medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

29 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Design and evaluation of a bone-anchored, neurally-controlled knee prosthesis.Journal of neuroengineering and rehabilitation · 2026
    Article
  9. Mechanomedicine.Nature reviews bioengineering · 2026
    Article
  10. Ongoing Clinical Challenges in Nerve Surgery (Nerve SPACE 2025).Journal of hand surgery global online · 2026
    Article
  11. Article
  12. Article
  13. Article
  14. Using EMG Biofeedback to Restore Closed-Loop Neural Control on a Powered Prosthetic Ankle.IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2026
    Article
  15. Review
  16. Review
  17. Review
  18. Artificial Nervous Systems.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  19. Review
  20. Repair, Regeneration, and Replacement, Revisited (Redux).Journal of diabetes science and technology · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Hyungeun SongK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID 0000-0002-7079-8818
Tsung-Han HsiehK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Seong Ho YeonK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Tony ShuK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Michael NawrotK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Christian F LandisK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID 0000-0002-2940-0281
Gabriel N FriedmanK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Erica A IsraelK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Samantha Gutierrez-ArangoK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID 0000-0001-6734-1668
Matthew J CartyK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.
Lisa E FreedK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA.ORCID 0000-0002-0720-8432
Hugh M HerrK. Lisa Yang Center for Bionics, Massachusetts Institute of Technology, Cambridge, MA, USA. hherr@media.mit.edu.ORCID 0000-0003-3169-1011

Funding

Neuroscience Resident Research ProgramR25NS065743 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI CASH, SYDNEY S, WILLIAMS, ZIV · 2009 to 2023
$11.8M
Agonist-Antagonist Myoneural Interface for Functional Limb Restoration after Transtibial AmputationR01HD097135 · NICHD · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI HERR, HUGH M · 2019 to 2023
$2.8M
NICHD NIH HHS R01 HD097135NINDS NIH HHS R25 NS065743U.S. Department of Health & Human Services | NIH | Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) R01HD097135
6 · The paper itself

Abstract

For centuries scientists and technologists have sought artificial leg replacements that fully capture the versatility of their intact biological counterparts. However, biological gait requires coordinated volitional and reflexive motor control by complex afferent and efferent neural interplay, making its neuroprosthetic emulation challenging after limb amputation. Here we hypothesize that continuous neural control of a bionic limb can restore biomimetic gait after below-knee amputation when residual muscle afferents are augmented. To test this hypothesis, we present a neuroprosthetic interface consisting of surgically connected, agonist-antagonist muscles including muscle-sensing electrodes. In a cohort of seven leg amputees, the interface is shown to augment residual muscle afferents by 18% of biologically intact values. Compared with a matched amputee cohort without the afferent augmentation, the maximum neuroprosthetic walking speed is increased by 41%, enabling equivalent peak speeds to persons without leg amputation. Further, this level of afferent augmentation enables biomimetic adaptation to various walking speeds and real-world environments, including slopes, stairs and obstructed pathways. Our results suggest that even a small augmentation of residual muscle afferents restores biomimetic gait under continuous neuromodulation in individuals with leg amputation.

Indexed as

Amputation, SurgicalAmputeesArtificial LimbsBiomimeticsBionicsGaitAdultFemaleHumansLegMaleMiddle AgedMuscle, SkeletalWalking

Identifiers

PMID38951635
PMCPMC11271427

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.