Evidence map›Paper›PMID 42248974›Full record

ArticleScientific reports2026

Effect of exertion on the biomechanics of walking with load carriage and running in young, healthy women.

Jose E Rubio, Fabricio Canales, Manivannan Subramaniyan, Md Arifuzzaman Arif, Ankur Padhye, Stacey Meardon, John Willson, Jaques Reifman

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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

8 authors.

Jose E RubioDepartment of Defense Biotechnology High Performance Computing Software Applications Institute, Defense Health Agency Research and Development, Medical Research and Development Command, ATTN: FCMR-TT, 504 Scott Street, Fort Detrick, MD, 21702-5012, USA.
Fabricio CanalesDepartment of Defense Biotechnology High Performance Computing Software Applications Institute, Defense Health Agency Research and Development, Medical Research and Development Command, ATTN: FCMR-TT, 504 Scott Street, Fort Detrick, MD, 21702-5012, USA.
Manivannan SubramaniyanDepartment of Defense Biotechnology High Performance Computing Software Applications Institute, Defense Health Agency Research and Development, Medical Research and Development Command, ATTN: FCMR-TT, 504 Scott Street, Fort Detrick, MD, 21702-5012, USA.
Md Arifuzzaman ArifDepartment of Defense Biotechnology High Performance Computing Software Applications Institute, Defense Health Agency Research and Development, Medical Research and Development Command, ATTN: FCMR-TT, 504 Scott Street, Fort Detrick, MD, 21702-5012, USA.
Ankur PadhyeDepartment of Physical Therapy, East Carolina University, Greenville, NC, USA.
Stacey MeardonDepartment of Physical Therapy, East Carolina University, Greenville, NC, USA.
John WillsonDepartment of Physical Therapy, East Carolina University, Greenville, NC, USA.
Jaques ReifmanDepartment of Defense Biotechnology High Performance Computing Software Applications Institute, Defense Health Agency Research and Development, Medical Research and Development Command, ATTN: FCMR-TT, 504 Scott Street, Fort Detrick, MD, 21702-5012, USA. jaques.reifman.civ@health.mil.

Funding

Environmental Health Perspectives, NIEHS27302C0031 · NIEHS · 2008 to 2008
$1.2M
NIEHS NIH HHS 27302C0031U.S. Army Medical Research and Development Command W81XWH20C0031 and HT942524C0031
6 · The paper itself

Abstract

Musculoskeletal injuries, a major impediment to medical military readiness, are often associated with muscle fatigue caused by prolonged, repeated activities, including running and walking with load carriage. Here, we investigated the biomechanics of women running without a load and walking with load carriage to identify kinetic and kinematic parameters affected by exertion-related changes under both conditions. We collected motion-capture data and computed tomography images from 20 young, healthy women running without a load for 5 km at a subject-specific pace and walking with a 22.7-kg load for 5 km at a speed of 1.5 m/s. We developed individualized musculoskeletal models for each condition and characterized changes in kinetic and kinematic parameters for each subject between the start (0 km) and end of each 5-km session. We found that peak trunk flexion angle increased for both conditions (effect size ≥ 0.80), with the same trend for 18 of the 20 subjects. Peak hip extension, ankle dorsiflexion, and subtalar inversion internal moments had the same directional changes in both conditions, although not always meeting the significance threshold adjusted for multiple comparisons or yielding an effect size ≥ 0.80. In conclusion, this exploratory study identified exertional effects in women running without a load or walking with load carriage that resulted in biomechanical gait changes in the same direction, which could be used to develop countermeasures to reduce the risk of musculoskeletal injury.

Indexed as

Physical ExertionRunningWalkingWeight-BearingAdultBiomechanical PhenomenaFemaleGaitHumansYoung AdultExertional effectsIndividualized modelsLoad carriageMusculoskeletal injury

Identifiers

PMID42248974
PMCPMC13490393

What OpenQuestion holds

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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.