Evidence map›Paper›PMID 40162039›Full record

ArticleAdvanced intelligent systems (Weinheim an der Bergstrasse, Germany)2025

Coil Formation and Biomimetic Performance Characterization of Twisted Coiled Polymer Artificial Muscles.

Nicholas S Witham, Johannes Mersch, Lukas Selzer, Christopher F Reiche, Florian Solzbacher

Abstract read
In one paragraph

Article in Advanced intelligent systems (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Nicholas S WithamDepartment of Biomedical Engineering, University of Utah, Salt Lake City, 84112, USA.
Johannes MerschInstitute of Solid-State Electronics, TUD Dresden University of Technology, Mommsenstr. 15, 01062 Dresden, Germany.
Lukas SelzerDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, 84112, USA.
Christopher F ReicheDepartment of Electrical and Computer Engineering, University of Utah, Salt Lake City, 84112, USA.
Florian SolzbacherDepartment of Biomedical Engineering, University of Utah, Salt Lake City, 84112, USA.

Funding

Training in the Development of Novel Interventions for the Treatment of Neurological and Neurobehavioral DisordersT32NS115723 · NINDS · UNIVERSITY OF UTAH · PI KEEFE, KRISTEN A · 2020 to 2024
$1.1M
NINDS NIH HHS T32 NS115723
6 · The paper itself

Abstract

Objective: A biological muscle's force is nonlinearly constrained by its current state (force, length, and speed) and state history. To investigate if artificial muscles can mimic the complete mechanical state spectrum of biological muscles, this study uses a novel method to characterize twisted coiled polymer actuators (TCPAs) mechanically. Thus, comprehensive and reproducible test procedures are established to verify artificial muscle biomimetics regarding stress, strain, and strain rate combinations intrinsic to biological muscle. Approach: A rheometer performs novel high-precision mechanical characterization methods that comprehensively verify biomimetic performance. Sample twist level, torque, length, force, and temperature were controlled and measured during twist-induced coiling, heatsetting/annealing, and mechanical testing. TCPAs were formed from linear low-density polyethylene monofilament. Main Results: LLDPE TCPAs generate larger stresses than biological muscle through the entire spectrum of strains - contracting more than 40%, exerting more than 0.3 MPa at rest length, and withstanding tension of 8 MPa without damage. Thus, the LLDPE TCPAs attained biological muscle performance statically, but additional tests are required to assess this dynamically. Significance: The mechanical performance of LLDPE TCPAs enables biomimetic actuation with an intelligent control and measurement system. Their high-throughput textile manufacturability positions them for advanced biomechatronic applications - including prosthetics and exoskeletons.

Indexed as

Artificial MusclesBiomechatronicsBiomimeticPolymersSoft ActuatorsTextiles

Identifiers

PMID40162039
PMCPMC11951852

What OpenQuestion holds

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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.