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Single-cell Analysis of Immunophenotype and Cytokine Production in Peripheral Whole Blood via Mass Cytometry
Published on: June 26, 2018
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Performance of cytokine models in predicting SLE activity
Nopparat Ruchakorn1, Pintip Ngamjanyaporn2, Thanitta Suangtamai2
1Division of Rheumatology, Department of Medicine, Faculty of Medicine, Srinakharinwirot University Ongkharak Campus, Nakorn Nayok, 26120, Thailand.
Arthritis Research & Therapy
|December 18, 2019
Summary
Interleukin-18 (IL-18) and Interleukin-6 (IL-6) show promise as sensitive and specific biomarkers for predicting systemic lupus erythematosus (SLE) flares. Monitoring these cytokines can improve the management of SLE disease activity.
Area of Science:
- Immunology
- Rheumatology
- Biomarker Discovery
Background:
- Systemic lupus erythematosus (SLE) is a heterogeneous autoimmune disease.
- Identifying universal biomarkers for SLE flares remains challenging due to disease variability.
- Existing biomarkers for predicting lupus flares show inconsistent validation data.
Purpose of the Study:
- To identify sensitive and specific biomarkers for predicting SLE flares.
- To evaluate the predictive value of serum cytokines for SLE disease activity.
Main Methods:
- 124 SLE patients were prospectively followed.
- Disease activity assessed using SLE disease activity index (SLEDAI-2K).
- Serum cytokines measured via multiplex bead-based flow cytometry; correlation and logistic regression analyses performed.
Main Results:
- IFN-α, MCP-1, IL-6, IL-8, and IL-18 levels were elevated in active SLE and correlated with SLEDAI.
- IL-18 demonstrated the highest positive likelihood ratios for active SLE.
- IL-6, IL-8, and IL-18 predicted active SLE at baseline; C3 and IL-18 predicted active SLE at 12 weeks. IL-18 and IL-6 showed higher predictive accuracy than anti-dsDNA and C3.
Conclusions:
- Cytokine monitoring enhances sensitivity and specificity for SLE disease activity assessment.
- IL-18 predicts renal SLE flares, while IL-6 and IL-8 predict non-renal flares.
- Serum IL-18, IL-6, and IL-8 are proposed as clinical tools for monitoring SLE disease activity.

