Related Experiment Video
Updated: May 14, 2026

12:36
Single-cell Analysis of Immunophenotype and Cytokine Production in Peripheral Whole Blood via Mass Cytometry
Published on: June 26, 2018
Distinct Cytokine Profiles in Lupus Low Disease Activity State Subgroups Identify Patients at Risk for Disease Flare
Warot Piriyasanguanpong1, Boonjing Siripaitoon1, Siriporn Juthong1
1Allergy and Rheumatology Unit, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand.
International Journal of Molecular Sciences
|May 13, 2026
Summary
Cytokine elevation persists in lupus patients despite low disease activity. Non-sustained low disease activity and elevated Interleukin-6 (IL-6) levels predict disease flares, highlighting IL-6 as a potential biomarker.
Area of Science:
- Immunology
- Rheumatology
- Systems Biology
Background:
- Systemic lupus erythematosus (SLE) patients in low disease activity state (LLDAS) can still experience flares.
- Understanding cytokine profiles in LLDAS subgroups is crucial for predicting disease activity and flares.
Purpose of the Study:
- To compare cytokine profiles between clinically active (CA) and serologically active clinically quiescent (SACQ) LLDAS subgroups.
- To identify predictors of disease flare in patients with SLE maintained in LLDAS.
Main Methods:
- Weighted gene co-expression network analysis to identify cytokine modules.
- Correlation analysis between cytokine modules and clinical traits.
- Cox regression analysis to identify flare predictors.
Main Results:
- Three cytokine modules were identified, with brown and turquoise modules correlating with clinical assessments.
- Interleukin-6 (IL-6) and IL-8 levels were higher in the CA subgroup compared to SACQ.
- Non-sustained LLDAS and elevated IL-6 (≥ 45.1 pg/mL) independently predicted flares (HR 8.73 and 10.4, respectively).
Conclusions:
- Cytokine elevation persists in SLE patients even when in LLDAS.
- Maintaining LLDAS and monitoring IL-6 levels are important for predicting and potentially preventing disease flares.
