Evidence map›Paper›PMID 41959679›Full record

ArticleOsteoarthritis and cartilage open2026

Bidirectional longitudinal relationships between MRI-detected structural changes and contralateral knee pain in knee osteoarthritis: Data from the Osteoarthritis Initiative.

Shao-Hsien Liu, Jonggyu Baek, Kate L Lapane, Julieann C Patarini, Ming Zhang, Matthew S Harkey, Grace H Lo, Charles B Eaton, Jamie MacKay, Timothy E McAlindon and 1 more

Abstract read
In one paragraph

Article in Osteoarthritis and cartilage open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

11 authors.

Shao-Hsien LiuDivision of Epidemiology, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, MA 01655, USA.
Jonggyu BaekDivision of Biostatistics and Health Services Research, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, MA 01655, USA.
Kate L LapaneDivision of Epidemiology, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, MA 01655, USA.
Julieann C PatariniDivision of Epidemiology, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, MA 01655, USA.
Ming ZhangDepartment of Computer Science, Boston University, 111 Cummington Mall, Boston, MA 02215, USA.
Matthew S HarkeyDepartment of Kinesiology, Michigan State University, 308 W. Circle Drive, East Lansing, MI 48824, USA.
Grace H LoDepartment of Medicine, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA.
Charles B EatonCenter for Primary Care and Prevention, Kent Hospital, 111 Brewster St, Pawtucket, RI 02860, USA.
Jamie MacKayDepartment of Radiology, University of Cambridge, Box 218, Cambridge Biomedical Campus, Cambridge CB2 0QQ, United Kingdom.
Timothy E McAlindonDivision of Rheumatology, Department of Medicine, UMass Chan Medical School, Worcester, MA 01655, USA.
Jeffrey B DribanDivision of Epidemiology, Department of Population and Quantitative Health Sciences, UMass Chan Medical School, Worcester, MA 01655, USA.

Funding

Interpretation and Utility of Novel Composite Structural Endpoints of Cumulative Damage and Disease Activity in Knee OsteoarthritisR01AR076411 · NIAMS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI Jeffrey B Driban · 2021 to 2026
$4.3M
The OAI Collaborative Osteoarthritis Research Enterprise (OAI CORE) KnowledgebaseR24AR085006 · NIAMS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI Jeffrey B Driban · 2025 to 2026
$1.0M
NIAMS NIH HHS R01 AR076411NIAMS NIH HHS R24 AR085006
6 · The paper itself

Abstract

Objective: To examine bidirectional longitudinal associations between MRI-detected structural changes and pain between knees (within a person) with or at risk for osteoarthritis (OA). Design: Using data from the Osteoarthritis Initiative (OAI) with a bidirectional knee-based design, each participant contributed two observations by alternating one knee as the exposure knee and the other as the contralateral (outcome) knee. MRI-based composite metrics of disease activity and cumulative damage were assessed over two years. Knee pain was measured using The Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC). Multinomial logistic regression estimated associations between baseline or changes in MRI from one knee and changes in the contralateral knee pain. Linear regression assessed associations between baseline or changes in structural metrics of one knee and changes in the contralateral knee. Results: The sample included 625 knee pairs (1250 knees) from 303 participants, with some contributing data from multiple intervals. Baseline measures or longitudinal changes in disease activity or cumulative damage in the one knee were not associated with two-year changes in pain in the contralateral knee. Two-year changes in disease activity (adjusted β = 0.16, 95% CI: 0.05 to 0.27) and cumulative damage (adjusted β = 0.16, 95% CI: 0.03 to 0.30) were associated with contralateral knee disease activity and cumulative damage changes, respectively. Conclusions: Structural worsening in one knee was not associated with contralateral pain but correlated with concurrent structural worsening in the other knee, suggesting parallel bilateral progression and the need to consider both knees in OA studies and therapeutic trials.

Indexed as

Bilateral kneeDisease activityKnee osteoarthritisLongitudinal studyMagnetic resonance imaging

Identifiers

PMID41959679
PMCPMC13058964

What Socratic holds

Textmetadata
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 Socratic graph.