Interferon and B-cell Signatures Inform Precision Medicine in Lupus NephritisShow others and affiliations
2024 (English)In: Kidney international reports, E-ISSN 2468-0249, Vol. 9, no 6, p. 1817-1835Article in journal (Refereed) Published
Abstract [en]
INTRODUCTION: Current therapeutic management of lupus nephritis (LN) fails to induce long-term remission in over 50% of patients, highlighting the urgent need for additional options.
METHODS: We analyzed differentially expressed genes (DEGs) in peripheral blood from patients with active LN (n = 41) and active nonrenal lupus (n = 62) versus healthy controls (HCs) (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.
RESULTS: Replicated gene modules qualified for correlation analyses with serologic markers, and regulatory network and druggability analysis. Unsupervised coexpression network analysis revealed 20 dysregulated gene modules and stratified the active LN population into 3 distinct subgroups. These subgroups were characterized by low, intermediate, and high interferon (IFN) signatures, with differential dysregulation of the "B cell" and "plasma cells/Ig" modules. Drugs annotated to the IFN network included CC-motif chemokine receptor 1 (CCR1) inhibitors, programmed death-ligand 1 (PD-L1) inhibitors, and irinotecan; whereas the anti-CD38 daratumumab and proteasome inhibitor bortezomib showed potential for counteracting the "plasma cells/Ig" 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 whereas daratumumab appeared beneficial to the intermediate-IFN and high-IFN subgroups.
CONCLUSION: IFN upregulation and B and plasma cell gene dysregulation patterns revealed 3 subgroups of LN, 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.
Place, publisher, year, edition, pages
Elsevier, 2024. Vol. 9, no 6, p. 1817-1835
Keywords [en]
Biologics, druggability, lupus nephritis, precision medicine, systemic lupus erythematosus, trancriptomics, transcriptome
National Category
Clinical Medicine
Identifiers
URN: urn:nbn:se:oru:diva-114365DOI: 10.1016/j.ekir.2024.03.014ISI: 001263788300001PubMedID: 38899167Scopus ID: 2-s2.0-85189767397OAI: oai:DiVA.org:oru-114365DiVA, id: diva2:1876917
Funder
Swedish Rheumatism Association, R-969696King Gustaf V Jubilee Fund, FAI-2020-0741Swedish Society of Medicine, SLS-974449Nyckelfonden, OLL-974804)Region Stockholm, FoUI-955483Karolinska InstituteEU, Horizon 2020
Note
This work was supported by grants from the Swedish Rheumatism Association (R-969696), King Gustaf V’s 80-year Foundation (FAI-2020-0741), Swedish Society of Medicine (SLS-974449), Nyckelfonden (OLL-974804), Professor Nanna Svartz Foundation (2021-00436), Ulla and Roland Gustafsson Foundation (2021-26), Region Stockholm (FoUI-955483), and Karolinska Institutet. This work has received funding from the Innovative Medicines Initiative (IMI) Joint Undertaking (JU) for the PRECISESADS project (grant number 115565), as well as from the IMI 2 JU for the 3TR project (grant number 831434). The JU receives support from the EU Horizon 2020 research and innovation programme and EFPIA.
2024-06-252024-06-252025-02-18Bibliographically approved