Evidence map›Paper›PMID 32912331›Full record

ArticleArthritis research & therapy2020

The combination of an inflammatory peripheral blood gene expression and imaging biomarkers enhance prediction of radiographic progression in knee osteoarthritis.

Mukundan Attur, Svetlana Krasnokutsky, Hua Zhou, Jonathan Samuels, Gregory Chang, Jenny Bencardino, Pamela Rosenthal, Leon Rybak, Janet L Huebner, Virginia B Kraus and 1 more

Open access · goldAbstract read
In one paragraph

Article in Arthritis research & therapy, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed, 1 pooled it
2.1field-weighted citation impact, top 12% 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

15 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. Pooled it
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  15. Molecular Classification of Knee Osteoarthritis.Frontiers in cell and developmental biology · 2021
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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

11 authors at 4 institutions in 1 country.

Mukundan AtturDepartment of Medicine, NYU Grossman School of Medicine, New York, NY, USA. Mukundan.Attur@nyulangone.org.ORCID 0000-0001-7080-8118
Svetlana KrasnokutskyDepartment of Medicine, NYU Grossman School of Medicine, New York, NY, USA.
Hua ZhouApplied Bioinformatics Laboratories, NYU Grossman School of Medicine, New York, NY, USA.
Jonathan SamuelsDepartment of Medicine, NYU Grossman School of Medicine, New York, NY, USA.
Gregory ChangDepartment of Radiology, NYU Grossman School of Medicine, New York, NY, USA.
Jenny BencardinoDepartment of Radiology, NYU Grossman School of Medicine, New York, NY, USA.
Pamela RosenthalDepartment of Medicine, NYU Grossman School of Medicine, New York, NY, USA.
Leon RybakApplied Bioinformatics Laboratories, NYU Grossman School of Medicine, New York, NY, USA.
Janet L HuebnerDuke University School of Medicine, Durham, NC, USA.
Virginia B KrausDuke University School of Medicine, Durham, NC, USA.
Steven B AbramsonDepartment of Medicine, NYU Grossman School of Medicine, New York, NY, USA.
New York University · USDuke University · USHospital of the University of Pennsylvania · USNew York University Langone Orthopedic Hospital · US

Funding

Leukocyte Gene Expression in OsteoarthritisR01AR052873 · NIAMS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI ABRAMSON, STEVEN B · 2005 to 2016
$4.8M
NIAMS NIH HHS AR052873NIAMS NIH HHS R01 AR052873
6 · The paper itself

Abstract

objectivePredictive biomarkers of progression in knee osteoarthritis are sought to enable clinical trials of structure-modifying drugs. A peripheral blood leukocyte (PBL) inflammatory gene signature, MRI-based bone marrow lesions (BML) and meniscus extrusion scores, meniscal lesions, and osteophytes on X-ray each have been shown separately to predict radiographic joint space narrowing (JSN) in subjects with symptomatic knee osteoarthritis (SKOA). In these studies, we determined whether the combination of the PBL inflammatory gene expression and these imaging findings at baseline enhanced the prognostic value of either alone.

methodsPBL inflammatory gene expression (increased mRNA for IL-1β, TNFα, and COX-2), routine radiographs, and 3T knee MRI were assessed in two independent populations with SKOA: an NYU cohort and the Osteoarthritis Initiative (OAI). At baseline and 24 months, subjects underwent standardized fixed-flexion knee radiographs and knee MRI. Medial JSN (mJSN) was determined as the change in medial JSW. Progressors were defined by an mJSN cut-point (≥ 0.5 mm/24 months). Models were evaluated by odds ratios (OR) and area under the receiver operating characteristic curve (AUC).

resultsWe validated our prior finding in these two independent (NYU and OAI) cohorts, individually and combined, that an inflammatory PBL inflammatory gene expression predicted radiographic progression of SKOA after adjustment for age, sex, and BMI. Similarly, the presence of baseline BML and meniscal lesions by MRI or semiquantitative osteophyte score on X-ray each predicted radiographic medial JSN at 24 months. The combination of the PBL inflammatory gene expression and medial BML increased the AUC from 0.66 (p = 0.004) to 0.75 (p < 0.0001) and the odds ratio from 6.31 to 19.10 (p < 0.0001) in the combined cohort of 473 subjects. The addition of osteophyte score to BML and PBL inflammatory gene expression further increased the predictive value of any single biomarker. A causal analysis demonstrated that the PBL inflammatory gene expression and BML independently influenced mJSN.

conclusionThe use of the PBL inflammatory gene expression together with imaging biomarkers as combinatorial predictive biomarkers, markedly enhances the identification of radiographic progressors. The identification of the SKOA population at risk for progression will help in the future design of disease-modifying OA drug trials and personalized medicine strategies.

Indexed as

Osteoarthritis, KneeBiomarkersDisease ProgressionGene ExpressionHumansKnee JointMagnetic Resonance ImagingBiomarkersBone marrow lesionInflammatory gene expressionJoint space narrowingMagnetic resonance imagingMolecular biomarkersOsteoarthritisRadiographic progression

Identifiers

PMID32912331
PMCPMC7488029
OpenAlexW3085104300

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.