ArticleJournal of orthopaedic research : official publication of the Orthopaedic Research Society2021
Multivariate functional principal component analysis identifies waveform features of gait biomechanics related to early-to-moderate hip osteoarthritis.
Article in Journal of orthopaedic research : official publication of the Orthopaedic Research Society, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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Who cites it
9 citing papers in PubMed, 13 citations in OpenAlex.
- The Relation of Within-Day Physical Activity Patterns With All-Cause Mortality in Adults With Knee Osteoarthritis: Findings From the Osteoarthritis Initiative.Arthritis care & research · 2026Observational
- Multivariate Analysis of Inflammatory and Regenerative Mediators in an In Vitro Canine Osteoarthritis System Treated with Platelet Gel Supernatants.Gels (Basel, Switzerland) · 2026Article
- The functional gait deviation index.Journal of applied statistics · 2026Article
- Application of functional regression in biomechanical assessment of neck disability: Selection of clinically relevant variables.PloS one · 2026Article
- The relation of activity patterns with incident slow gait speed over 4 years in adults with knee osteoarthritis: Data from the Osteoarthritis Initiative.Osteoarthritis and cartilage · 2025Article
- Biomechanical features of a novel step-down-and-pivot task in football players with hip/groin pain.Royal Society open science · 2025Article
- Ligamentum teres lesions are associated with compositional and structural hip cartilage degenerative change: region-specific cartilage degeneration.European radiology · 2025Article
- Point-of-care motion capture and biomechanical assessment improve clinical utility of dynamic balance testing for lower extremity osteoarthritis.PLOS digital health · 2022Article
- DADP: Dynamic abnormality detection and progression for longitudinal knee magnetic resonance images from the Osteoarthritis Initiative.Medical image analysis · 2022Article
Corrections and comments
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Authors and funding
7 authors at 1 institution in 1 country.
Funding
Abstract
Clinicians often examine movement patterns to design hip osteoarthritis (OA) interventions, yet traditional biomechanical analyses only report a single timepoint. Multivariate principal component analysis (MFPCA) analyzes the entire waveform (i.e., movement pattern), which clinicians observe to direct treatment. This study investigated hip OA indicators, by (1) employing MFPCA to characterize variance across the hip, knee, and ankle angles in healthy and early-to-moderate hip OA participants; and (2) investigating relationships between these waveform features and hip cartilage health. Bilateral hip magnetic resonance images from 72 participants with Kellgren-Lawrence grades ranging from 0 to 3 were used to calculate mean T
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Registered trials
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.