Interferon and B-cell Signatures Inform Precision Medicine in Lupus Nephritis

Abstract

IntroductionCurrent therapeutic management of lupus nephritis (LN) fails to induce long-term remission in over 50% of patients, highlighting the urgent need for additional options. MethodsWe analysed differentially expressed genes in peripheral blood from active LN (n=41) and active non-renal lupus (n=62) patients versus healthy controls (n=497) from the European PRECISESADS project (NTC02890121), and dysregulated gene modules in a discovery (n=26) and a replication (n=15) set of active LN cases. ResultsReplicated gene modules qualified for correlation analyses with serological markers, and regulatory network and druggability analysis. Unsupervised co-expression network analysis revealed 20 dysregulated gene modules and stratified the active LN population into three distinct subgroups. These subgroups were characterised by low, intermediate, and high interferon (IFN) signatures, with differential dysregulation of the “B cell” and “plasma cells/immunoglobulins” modules. Drugs annotated to the IFN network included CC-motif chemokine receptor 1 inhibitors, programmed death-ligand 1 inhibitors, and irinotecan, while the anti-CD38 daratumumab and proteasome inhibitor bortezomib showed potential for counteracting the “plasma cells/immunoglobulins” transcriptomic signature. In silico analysis demonstrated the low-IFN subgroup to benefit from calcineurin inhibition and the intermediate-IFN subgroup from B cell targeted therapies. High-IFN patients exhibited greater anticipated response to anifrolumab while daratumumab appeared beneficial for the intermediate-IFN and high-IFN subgroups. ConclusionIn summary, IFN upregulation and B and plasma cell gene dysregulation patterns revealed three LN patient subgroups, which may not necessarily represent distinct disease phenotypes but rather phases of the inflammatory processes during a renal flare, providing a conceptual framework for precision medicine in LN.