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

Publication ,  Journal Article
Attur, M; Krasnokutsky, S; Zhou, H; Samuels, J; Chang, G; Bencardino, J; Rosenthal, P; Rybak, L; Huebner, JL; Kraus, VB; Abramson, SB
Published in: Arthritis Res Ther
September 10, 2020

OBJECTIVE: Predictive 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. METHODS: PBL 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). RESULTS: We 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. CONCLUSION: The 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.

Duke Scholars

Published In

Arthritis Res Ther

DOI

EISSN

1478-6362

Publication Date

September 10, 2020

Volume

22

Issue

1

Start / End Page

208

Location

England

Related Subject Headings

  • Osteoarthritis, Knee
  • Magnetic Resonance Imaging
  • Knee Joint
  • Humans
  • Gene Expression
  • Disease Progression
  • Biomarkers
  • Arthritis & Rheumatology
  • 3204 Immunology
  • 3202 Clinical sciences
 

Citation

APA
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Attur, M., Krasnokutsky, S., Zhou, H., Samuels, J., Chang, G., Bencardino, J., … Abramson, S. B. (2020). The combination of an inflammatory peripheral blood gene expression and imaging biomarkers enhance prediction of radiographic progression in knee osteoarthritis. Arthritis Res Ther, 22(1), 208. https://doi.org/10.1186/s13075-020-02298-6
Attur, Mukundan, Svetlana Krasnokutsky, Hua Zhou, Jonathan Samuels, Gregory Chang, Jenny Bencardino, Pamela Rosenthal, et al. “The combination of an inflammatory peripheral blood gene expression and imaging biomarkers enhance prediction of radiographic progression in knee osteoarthritis.Arthritis Res Ther 22, no. 1 (September 10, 2020): 208. https://doi.org/10.1186/s13075-020-02298-6.
Attur M, Krasnokutsky S, Zhou H, Samuels J, Chang G, Bencardino J, et al. The combination of an inflammatory peripheral blood gene expression and imaging biomarkers enhance prediction of radiographic progression in knee osteoarthritis. Arthritis Res Ther. 2020 Sep 10;22(1):208.
Attur, Mukundan, et al. “The combination of an inflammatory peripheral blood gene expression and imaging biomarkers enhance prediction of radiographic progression in knee osteoarthritis.Arthritis Res Ther, vol. 22, no. 1, Sept. 2020, p. 208. Pubmed, doi:10.1186/s13075-020-02298-6.
Attur M, Krasnokutsky S, Zhou H, Samuels J, Chang G, Bencardino J, Rosenthal P, Rybak L, Huebner JL, Kraus VB, Abramson SB. The combination of an inflammatory peripheral blood gene expression and imaging biomarkers enhance prediction of radiographic progression in knee osteoarthritis. Arthritis Res Ther. 2020 Sep 10;22(1):208.

Published In

Arthritis Res Ther

DOI

EISSN

1478-6362

Publication Date

September 10, 2020

Volume

22

Issue

1

Start / End Page

208

Location

England

Related Subject Headings

  • Osteoarthritis, Knee
  • Magnetic Resonance Imaging
  • Knee Joint
  • Humans
  • Gene Expression
  • Disease Progression
  • Biomarkers
  • Arthritis & Rheumatology
  • 3204 Immunology
  • 3202 Clinical sciences