Evidence map›Paper›PMID 40287712›Full record

ArticleArthritis research & therapy2025

Comprehensive comparative analysis of infrapatellar fat pad morphologies in a longitudinal knee osteoarthritis exploratory study: new insights into its role as an independent prognostic marker.

Jean-Pierre Pelletier, Patrice Paiement, François Abram, Marc Dorais, Jean-Pierre Raynauld, Johanne Martel-Pelletier

Abstract readComparative Study
In one paragraph

Article in Arthritis research & therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Jean-Pierre PelletierUniversity of Montreal Hospital Research Centre (CRCHUM), Osteoarthritis Research Unit, 900 Saint-Denis, Room R11.412A, Montreal, Quebec, H2X 0A9, Canada. dr@jppelletier.ca.ORCID 0000-0001-9930-6453
Patrice PaiementUniversity of Montreal Hospital Research Centre (CRCHUM), Osteoarthritis Research Unit, 900 Saint-Denis, Room R11.412A, Montreal, Quebec, H2X 0A9, Canada.
François AbramUniversity of Montreal Hospital Research Centre (CRCHUM), Osteoarthritis Research Unit, 900 Saint-Denis, Room R11.412A, Montreal, Quebec, H2X 0A9, Canada.
Marc DoraisStatSciences Inc, Notre-Dame de-l'Île-Perrot, Notre-Dame, Quebec, Canada.
Jean-Pierre RaynauldUniversity of Montreal Hospital Research Centre (CRCHUM), Osteoarthritis Research Unit, 900 Saint-Denis, Room R11.412A, Montreal, Quebec, H2X 0A9, Canada.
Johanne Martel-PelletierUniversity of Montreal Hospital Research Centre (CRCHUM), Osteoarthritis Research Unit, 900 Saint-Denis, Room R11.412A, Montreal, Quebec, H2X 0A9, Canada.ORCID 0000-0003-2618-383X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNo established markers can effectively phenotype knee osteoarthritis (OA) patients into subgroups. Infrapatellar fat pad (IPFP) morphology data that can forecast disease symptoms, structural changes, and knee replacement (KR) are sparse and conflicting. This 96-month longitudinal exploratory study aimed to identify which IPFP morphological features were the most effective independent prognostic markers against these outcomes.

methodsThis longitudinal study analyzed 1075 target knees (one knee per participant) from the Osteoarthritis Initiative (OAI) progression cohort. Structural changes include cartilage, bone marrow lesions (BMLs), and joint effusion volumes assessed using automated and quantitative magnetic resonance imaging systems (MRI). The IPFP global and signal (hyper- and hypo-) intensity volumes and areas were assessed using MRI combined with a newly developed, fully automated neuron-driven technology. Symptoms were evaluated using WOMAC scores. Data on KR was obtained from the OAI database. Data were collected at baseline and 12, 24, 48 and 96 months and analyzed using a mixed model for repeated measures (MMRM) or ANCOVA.

resultsThe baseline characteristics were mild to moderate knee OA. Over time, disease symptoms (WOMAC), cartilage volume, IPFP global and hypointense signal volumes, and maximal and hypointense signal areas decreased (all p≤0.001). Joint effusion and hyperintense signal volume and area increased (both p≤0.001). Associations were found between IPFP morphologies at inclusion and changes in cartilage volume (hypointense and hyperintense volumes, 48, 96 months, p≤0.04), BML volume (global volume 48 months, p=0.05; hyperintense area, 12 months, p≤0.04), and effusion volume (hypointense volume 48 months and hyperintense volume 96 months, p≤0.05). At inclusion, smaller IPFP sizes (below median) were associated with cumulative KR at 96 months (global and hypointense volumes, p≤0.04 and maximum area, p=0.05).

conclusionThis longitudinal exploratory study, leveraging a fully automated technology, highlights that i) IPFP volume (global and both signals) is superior to area metrics in predicting long-term structural changes in OA, and ii) smaller IPFP volume and area are linked with reduced need for KR. These findings provide new insights into the usefulness of IPFP morphology as a predictive biomarker of knee OA outcomes, offering a new approach to stratifying knee OA patients.

Indexed as

Adipose TissueKnee JointOsteoarthritis, KneePatellaAgedBiomarkersDisease ProgressionFemaleHumansLongitudinal StudiesMagnetic Resonance ImagingMaleMiddle AgedPrognosisBiomarkersInfrapatellar fat padKnee osteoarthritisKnee replacementLongitudinal studyMagnetic resonance imagingOutcome

Identifiers

PMID40287712
PMCPMC12034180

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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.