A gene-centric pathway stratification of SLE patients

Comment on: “Molecular pathways in patients with systemic lupus erythematosus revealed by gene-centred DNA sequencing” (Ann Rheum Dis. 2021; 80(1):109-117. doi: 10.1136/annrheumdis-2020-218636)

Commented by: George Bertsias, Rheumatology Clinic, University of Crete School of Medicine, Greece

SLE is characterized by remarkable clinical and immunological heterogeneity, which likely reflects the variety and complexity of the underlying molecular and cellular networks affecting the disease expression. There is a strong genetic contribution to the disease, although the impact of rare gene variants (i.e., variations in the DNA sequence [MAF: minor allele frequency] occurring at a frequency of <1%) has not been adequately explored. In this article, Sandling et al. performed a targeted sequencing of regulatory and coding regions in a large cohort of 958 Swedish SLE patients and 1026 control individuals.

Their experimental approach yielded 287,354 single-nucleotide variants (SNVs) covering a total 1,832 genes relevant to immune-mediated diseases. Following enrichment analysis, they found that SLE-implicated genes belonged to the T helper cell (especially Th1, Th2) differentiation pathways, followed by antigen processing and presentation. Additional pathways were the complement and coagulation cascades, as well the janus kinase-signal transducers and activators of transcription (JAK-STAT) pathway. The adaptive immunity pathway was linked to the HLA, whereas the innate immunity pathway to interferon genes.

Next, using the sequencing data, the Authors calculated pathway polygenic risk scores (PRS) for each individual and each of the immune pathways. The largest proportion of positive (i.e., >97.5 th percentile compared to control individuals) SLE patients was found for the cytokine-cytokine receptor interaction pathway (41%), followed by the JAK-STAT signalling (29%), complement and coagulation (21%), Th cell differentiation and antigen processing-presentation (18% and 16%, respectively). By hierarchical cluster analysis on the pathway PRSs, four clusters of SLE patients were detected, the most prominent being the antigen processing/presentation and Th17 cell differentiation pathways. Notably, these clusters did not differ significantly in major clinical features or survival.

Finally, the Authors performed a focused analysis on specific sets of genes known to be associated with SLE, including monogenic forms, and found that rare variants (MAF <1%) of the monogenic SLE and lupus-like disease gene-sets were significantly associated with disease susceptibility. Importantly, further analysis provided evidence for novel associations with PABPC4 and IFNK, encoding for the Polyadenylate-binding protein 4 (possible cytoplasmic RNA sensor) and IFN-kappa, respectively.

Collectively, this study suggests a novel genetic, pathway-based approach for stratification of SLE patients. These findings, pending verification in additional cohorts and coupled with similar approaches based on gene profiling studies, are expected to enhance our understanding of pathophysiologically-defined subsets of SLE, thus creating opportunities for personalized actions and treatment selection.

A high burden of SLE risk genes is associated with persistent activation of the interferon system in patients with lupus.

Comment on: Single-cell RNA-seq reveals a persistent interferon signature in immune cells from  systemic lupus erythematosus patients with high versus low polygenic risk scores despite antimalarial  treatment. J Autoimmun. 2026 May 12:161:103575. doi: 10.1016.  Commented by: Lars Rönnblom, Department of Medical Sciences, Uppsala University, Sweden.    Genome-wide association studies have identified more than 300 loci associated to increased risk for  SLE. For the majority of the gene variants in these loci the functional consequences in the SLE disease  process are unknown. However, a large proportion of identified risk genes are connected to the  interferon signaling pathway and contribute to the interferon signature in SLE. Calculating a polygenic  risk score (PRS) is a method to quantify the cumulative genetic burden in a single patient and studies  have shown that patients with a high PRS have a more severe disease phenotype with increased  organ damage and reduced survival, compared to individuals with a low PRS.   Antimalarial therapy is a well-established treatment of SLE and have shown efficacy in a large  proportion of patients. The therapeutic effect is partly mediated by down regulation of the activated  interferon system, which is connected to clinical response. However, despite therapeutic  concentrations of hydroxychloroquine, many patients still have flares and accumulation of organ  damage. The main objective of the present study was therefore to clarify if antimalarial treatment has  different effects in patients with a high or a low PRS.  SLE patients in remission with a high or a low PRS were compared in gene expression profile at single  cell level on peripheral blood mononuclear cells. A total of 6 healthy controls and 16 matched  patients treated with similar antimalarial doses, but no corticosteroids, were investigated. On  average, 9636 cells were analyzed from each donor and 2724 genes detected per cell. Despite similar  clinical picture, patients with a high PRS had a prominent interferon signature across multiple  immune cell types, compared to patients with a low PRS who had a weak expression of interferon  stimulated genes only in monocytes. Pathway analysis revealed that the interferon signaling pathway 

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