Consistent Molecular Subtypes in Systemic Lupus Erythematosus Correlate With Disease Activity, Serological Profiles, and Unique Longitudinal Patterns
By
Loqmane Seridi
Eugene Myshkin
Erika Noss
Sheng Gao
Julio Molineros
Carolyn Cuff
Dawn Waterworth
Matthew J. Loza
July 1, 2026
Objective: To identify robust molecular subtypes in systemic lupus erythematosus (SLE) and assess their reproducibility across different cohorts and platforms.
Approach: Cohort Utilization: Leveraged three large SLE cohorts: ILLUMINATE, LOTUS, and Genuity Science to define and validate molecular subtypes.Data Analysis: Used whole-blood transcriptomic module scores and serum proteomics to characterize each subtype and evaluate clinical features.Clustering Methodology: Employed consensus clustering on transcriptomic cellular module scores to identify patient clusters.Key Findings: Identified six distinct molecular subtypes in SLE that correlate with specific disease activity measures and serological profiles. Subtypes demonstrated reproducibility across the ILLUMINATE, LOTUS, and Genuity Science cohorts. Evaluated longitudinal stability and domain-specific clinical improvement in the LOTUS cohort. Interpretation: The study links specific immune programs to clinical manifestations and disease activity in SLE.
Limitations: Cohort sizes may limit the generalizability of findings across diverse populations. The heterogeneous manifestations of SLE complicate the definitions and identification of molecular subtypes. Conclusion: The identification of consistent molecular subtypes in SLE enhances understanding of disease mechanisms.