An immunometabolic signature of major depressive disorder in systemic lupus erythematosus.

Ellul, Pierre; Tchitchek, Nicolas; Kvedaraviciute, Grete; Lorenzon, Roberta; Melki, Isabelle; Delorme, Richard; Rosenzwajg, Michelle; Klatzmann, David · Ann Rheum Dis · 2026

case_control · Level III

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Abstract

Systemic lupus erythematosus (SLE) frequently affects the central nervous system, leading to neuropsychiatric SLE (NPSLE). Major depressive disorder in SLE (SLE<sub>MDD</sub>) is the most frequent manifestation of NPSLE and is believed to arise from an immune-mediated process. However, biomarkers for SLE<sub>MDD</sub> remain lacking. The aim of this study was to identify candidate immunometabolic biomarkers associated with SLE<sub>MDD</sub>. We analysed deep flow cytometry immune phenotyping, gut microbiota profiling, and targeted mass spectrometry-based metabolomics from 99 patients from the LUPIL-2 study (NCT02955615). Biological signatures were identified using unsupervised principal component analysis and supervised decision tree classification. They were then validated in an independent cohort from the TRANSIMMUNOM study (NCT02466217). SLE<sub>MDD</sub> patients exhibited a distinct immune profile with decreased naïve CD4⁺ T cells and naïve regulatory T cells (Tregs), alongside increased ICOS⁺ effector memory Tregs (94% classification accuracy). Gut microbiota diversity was reduced with depletion of Akkermansia muciniphila and enrichment of Faecalibacterium prausnitzii. Metabolomic analyses revealed disruptions in kynurenine and short-chain fatty acid pathways, including decreased butyrate levels. Integrative analyses demonstrated coordinated alterations linking Treg activation, microbial metabolites, and immune pathways, distinguishing SLE<sub>MDD</sub> from SLE<sub>non-MDD</sub> with up to 85% accuracy. SLE<sub>MDD</sub> is associated with an immunometabolic signature involving alterations in Treg phenotype, gut microbiota composition, and metabolic pathways. These findings provide a rationale for future immunoregulatory or microbiota-targeted therapeutic strategies in SLE<sub>MDD</sub>.