Evidence map›Paper›PMID 36944271›Full record

ArticleRheumatology (Oxford, England)2023

Metabolic and inflammatory profiles define phenotypes with clinical relevance in female knee osteoarthritis patients with joint effusion.

Joan Calvet, María García-Manrique, Antoni Berenguer-Llergo, Cristóbal Orellana, Silvia Garcia Cirera, Maria Llop, Carlos Galisteo Lencastre, Marta Arévalo, Cristina Aymerich, Rafael Gómez and 2 more

Open access · hybridAbstract read
In one paragraph

Article in Rheumatology (Oxford, England), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
4.7field-weighted citation impact, top 5% of its field
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

12 citing papers in PubMed, 19 citations in OpenAlex.

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  10. Cognitive Reserve and Cluster Analysis: New Pieces in the Puzzle of Cognitive Impairment after ICU?American journal of respiratory and critical care medicine · 2025
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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

12 authors at 3 institutions in 1 country.

Joan CalvetRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.ORCID 0000-0002-0888-5152
María García-ManriqueRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Antoni Berenguer-LlergoRheumatology Department, Biostatistics and Bioinformatics, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.ORCID 0000-0002-3742-8161
Cristóbal OrellanaRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Silvia Garcia CireraRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Maria LlopRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Carlos Galisteo LencastreRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Marta ArévaloRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Cristina AymerichRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Rafael GómezRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Néstor Albiñana GiménezScientific-Technical Unit, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA) (UAB), Sabadell, Spain.
Jordi GratacósRheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.
Corporació Sanitària Parc Taulí · ESUniversitat Autònoma de Barcelona · ESInstitute of Research and Innovation Parc Tauli · ES

Funding

Sociedad Española de Reumatología 2022Sociedad Española de sReumatología 2017 I3PTSocietat Catalana de Reumatologia Official 2015-2016-2017-2018-2019
6 · The paper itself

Abstract

objectivesOsteoarthritis has been the subject of abundant research in the last years with limited translation to the clinical practice, probably due to the disease's high heterogeneity. In this study, we aimed to identify different phenotypes in knee osteoarthritis (KOA) patients with joint effusion based on their metabolic and inflammatory profiles.

methodsA non-supervised strategy based on statistical and machine learning methods was applied to 45 parameters measured on 168 female KOA patients with persistent joint effusion, consecutively recruited at our hospital after a monographic OA outpatient visit. Data comprised anthropometric and metabolic factors and a panel of systemic and local inflammatory markers. The resulting clusters were compared regarding their clinical, radiographic and ultrasound severity at baseline and their radiographic progression at two years.

resultsOur analyses identified four KOA inflammatory phenotypes (KOIP): a group characterized by metabolic syndrome, probably driven by body fat and obesity, and by high local and systemic inflammation (KOIP-1); a metabolically healthy phenotype with mild overall inflammation (KOIP-2); a non-metabolic phenotype with high inflammation levels (KOIP-3); and a metabolic phenotype with low inflammation and cardiovascular risk factors not associated with obesity (KOIP-4). Of interest, these groups exhibited differences regarding pain, functional disability and radiographic progression, pointing to a clinical relevance of the uncovered phenotypes.

conclusionOur results support the existence of different KOA phenotypes with clinical relevance and differing pathways regarding their pathophysiology and disease evolution, which entails implications in patients' stratification, treatment tailoring and the search of novel and personalized therapies.

Indexed as

Osteoarthritis, KneeClinical RelevanceFemaleHumansInflammationKnee JointObesityPhenotypeclinical severityinflammatoryknee osteoarthritismachine learningmetabolismphenotype

Identifiers

PMID36944271
PMCPMC10691929
OpenAlexW4328052342

What OpenQuestion holds

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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.