Evidence map›Paper›PMID 41582197›Full record

ArticleBiomedical engineering online2026

Preliminary development and validation of a textile-based pressure-sensing system for lower-limb prosthetic sockets.

Thierry Dugas, Calvin C Ngan, Jan Andrysek

Abstract readValidation Study
In one paragraph

Article in Biomedical engineering online, 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

3 authors.

Thierry DugasInstitute of Biomedical Engineering, University of Toronto, Toronto, ON, M5S 3E3, Canada.
Calvin C NganBloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, ON, M4G 1R8, Canada.ORCID http://orcid.org/0000-0001-8645-9530
Jan AndrysekInstitute of Biomedical Engineering, University of Toronto, Toronto, ON, M5S 3E3, Canada. jandrysek@hollandbloorview.ca.ORCID http://orcid.org/0000-0002-4976-1228

Funding

Natural Sciences and Engineering Research Council of Canada Alliance Grants (ALLRP) - Missions 570717-2021Ontario Research Fund - Research Excellence Program RE011-059
6 · The paper itself

Abstract

backgroundThe socket is an essential component of prostheses and critical to the mobility, quality of life, and independence of individuals with lower-limb loss. A poor-fitting socket can lead to residual limb health issues, gait abnormalities, and prosthesis abandonment. To mitigate these risks, prosthetists routinely evaluate socket fit, but current assessments rely largely on subjective measures, which may not consistently ensure optimal outcomes. The use of pressure sensors at the limb-socket interface could enhance these evaluations, yet challenges with practicality and wearability have limited their clinical adoption. To address these gaps, we developed and evaluated a prosthetic sock with integrated textile-based pressure-sensing cells.

resultsIndividual cells were first loaded to evaluate sensitivity, repeatability, and drift. Then, a surrogate residual limb was fabricated from silicone and 3D-printed components to assess performance at the limb-socket interface. The sensitivity test demonstrated the ability to detect load changes equivalent to 5% of the maximum load throughout the full range, while the repeatability evaluation resulted in an intraclass correlation coefficient of 0.998 (0.996-1.000) and a percentage coefficient of variation (CV) below 2%. The average drift over 10 min was 3.03 ± 0.44%. When loading the residual limb in the neutral standing position, three out of four sock cells tested at the limb-socket interface showed percentage CVs below 10%. Finally, all cells tested detected changes in socket pressure distribution under simulated gait events when applying a load of 600 N.

conclusionsThese results were similar to commonly used off-the-shelf pressure sensors, and the sock performance is, therefore, promising. However, further development is required, including form factor improvements, implementation of shear-sensing capabilities, calibration, and validation with prosthesis users.

Indexed as

Artificial LimbsLower ExtremityPressureProsthesis DesignTextilesHumansLower-limb prosthesesPressure sensorsProstheticsProsthetic socket fitTextile-based sensorsWearable technology

Identifiers

PMID41582197
PMCPMC12914962

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.