Evidence map›Paper›PMID 41151191›Full record

ArticleJournal of biomechanics2026

ASB Pre-Doctoral Award 2021: model-based insights into the effects of complex structure, dynamics, and neuromechanics on soleus muscle stiffness.

Katherine R Knaus

Abstract read
In one paragraph

Article in Journal of biomechanics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

1 author.

Katherine R KnausDepartment of Mechanical Engineering, Colorado School of Mines, 1500 Illinois St, Golden, CO, USA. Electronic address: katherine.knaus@mines.edu.

Funding

Influence of Age-Related Changes in Tendon on Motor PerformanceR01AG051748 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI BLEMKER, SILVIA SALINAS, THELEN, DARRYL G · 2016 to 2020
$1.8M
NIA NIH HHS R01 AG051748
6 · The paper itself

Abstract

Muscle stiffness provides insight into both intrinsic properties and dynamic function as a descriptive metric of neuromechanical structure-function arising from non-linear passive and active properties. The soleus muscle structure-function is important to ankle mobility but characterizing soleus stiffness is complicated by its morphology and contraction dynamics. In this study, we used a 3D finite element model to investigate methodological approaches to measure soleus stiffness during passive and active lengthening. Performing a single passive lengthening simulation, we calculated a range of Young's modulus values for the soleus muscle based on different definitions of stress and strain that all overestimated stiffness of the prescribed muscle material. Stiffness measurements made from fully active lengthening simulations were dependent on the timing of activation relative to muscle length change, with greater stiffness estimated when activation increased concurrently with muscle length compared to when the muscle was fully activated before lengthening. Simulations with independently varied activation of the posterior and anterior compartments demonstrated how these different regions of muscle fascicles have minimal effects on each's kinematics while influencing soleus force production. While the anterior compartment is difficult to measure experimentally, model predictions suggest it interacts with the posterior compartment to modulate soleus stiffness. Different calculations of Young's modulus representing organ-level and tissue-level soleus muscle properties varied in sensitivity to activation changes in the muscle compartments. Simulation results demonstrate challenges in characterizing muscle stiffness and scaling mechanical properties from tissue to whole muscle, providing insight for improving experimental design to assess intrinsic properties and dynamic function.

Indexed as

Models, BiologicalMuscle, SkeletalAwards and PrizesBiomechanical PhenomenaElastic ModulusFinite Element AnalysisHumansMuscle ContractionActive muscle functionEccentric contractionFinite element modelPassive muscle propertiesPlantarflexor biomechanics

Identifiers

PMID41151191
PMCPMC13682643

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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.