Evidence map›Paper›PMID 41309921›Full record

ArticleScientific reports2025

Development and validation of a kinematic hindlimb cycling model for rats.

Hannah M Sweatland, Eric Pettit, Heet Patel, Neeley de la Mata, Christine F Conover, Emily J Griffis, Joshua F Yarrow, Matthew A Schiefer, Warren E Dixon

Abstract readValidation Study
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Hannah M SweatlandDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, USA. hsweatland@ufl.edu.
Eric PettitDepartment of Biomedical Engineering, University of Florida, Gainesville, FL, USA.
Heet PatelDepartment of Biomedical Engineering, University of Florida, Gainesville, FL, USA.
Neeley de la MataWest Virginia University School of Medicine, Morgantown, WV, USA.
Christine F ConoverMalcom Randall Veterans Affairs Medical Center, North Florida/South Georgia Veterans Health System, Gainesville, FL, USA.
Emily J GriffisDepartment of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, USA.
Joshua F Yarrow *Malcom Randall Veterans Affairs Medical Center, North Florida/South Georgia Veterans Health System, Gainesville, FL, USA.
Matthew A Schiefer *Department of Biomedical Engineering, University of Florida, Gainesville, FL, USA.
Warren E Dixon *Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, USA.

Funding

RRD VA I21 RX003757VA I21RX003757
6 · The paper itself

Abstract

Functional electrical stimulation (FES) bicycle training is a physical rehabilitation technique used to promote muscle recovery and/or cardiorespiratory health in persons with lower extremity impairment due to neurologic injury. FES cycling may also increase bone mineral density (BMD) in such populations, although no consensus exists that supports FES-induced skeletal improvement, in-part due to the extended 9-12 + month duration necessary to detect BMD gain in humans and the multitude of FES parameter permutations that require optimization to improve bone strength and/or reduce fracture risk, which may differ from those needed to improve muscle or cardiovascular fitness. Rodent models have been used in FES studies because musculoskeletal changes are phenotypically like humans but occur over an accelerated time course that permits more rapid identification of potentially efficacious FES parameters. To gain accelerated understanding of FES-cycling in humans, we performed a kinematic analysis of the rat hindlimb with a fixed hip location and variable foot location as the pedal of the bicycle rotated about the crank. Based on this analysis, an FES pattern was developed for the femoral and sciatic nerves to produce forward (clockwise) or reverse (counterclockwise) motion of the crank. These modeled FES patterns were validated in nine experiments that used 743 unique stimulation trials conducted in anesthetized male and female rodents. Such insights represent initial steps to facilitate closed-loop FES control of cycling in rats, which will help to refine rehabilitation strategies to promote bone and muscle recovery in rodent models and ultimately people.

Indexed as

BicyclingHindlimbAnimalsBiomechanical PhenomenaBone DensityElectric StimulationFemaleMaleMuscle, SkeletalPhysical Conditioning, AnimalRatsRats, Sprague-DawleyFunctional electrical stimulationKinematic analysisPhysical rehabilitationRatsSpinal cord injury

Identifiers

PMID41309921
PMCPMC12749379

What OpenQuestion holds

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LicenceCC BY
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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.