Distinct gene dysregulation patterns herald precision medicine potentiality in systemic lupus erythematosusShow others and affiliations
2023 (English)In: Journal of Autoimmunity, ISSN 0896-8411, E-ISSN 1095-9157, Vol. 136, article id 103025Article in journal (Refereed) Published
Abstract [en]
OBJECTIVES: We aimed at investigating the whole-blood transcriptome, expression quantitative trait loci (eQTLs), and levels of selected serological markers in patients with SLE versus healthy controls (HC) to gain insight into pathogenesis and identify drug targets.
METHODS: We analyzed differentially expressed genes (DEGs) and dysregulated gene modules in a cohort of 350 SLE patients and 497 HC from the European PRECISESADS project (NTC02890121), split into a discovery (60%) and a replication (40%) set. Replicated DEGs qualified for eQTL, pathway enrichment, regulatory network, and druggability analysis. For validation purposes, a separate gene module analysis was performed in an independent cohort (GSE88887).
RESULTS: Analysis of 521 replicated DEGs identified multiple enriched interferon signaling pathways through Reactome. Gene module analysis yielded 18 replicated gene modules in SLE patients, including 11 gene modules that were validated in GSE88887. Three distinct gene module clusters were defined i.e., "interferon/plasma cells", "inflammation", and "lymphocyte signaling". Predominant downregulation of the lymphocyte signaling cluster denoted renal activity. By contrast, upregulation of interferon-related genes indicated hematological activity and vasculitis. Druggability analysis revealed several potential drugs interfering with dysregulated genes within the "interferon" and "PLK1 signaling events" modules. STAT1 was identified as the chief regulator in the most enriched signaling molecule network. Drugs annotated to 15 DEGs associated with cis-eQTLs included bortezomib for its ability to modulate CTSL activity. Belimumab was annotated to TNFSF13B (BAFF) and daratumumab was annotated to CD38 among the remaining replicated DEGs.
CONCLUSIONS: Modulation of interferon, STAT1, PLK1, B and plasma cell signatures showed promise as viable approaches to treat SLE, pointing to their importance in SLE pathogenesis.
Place, publisher, year, edition, pages
Academic Press, 2023. Vol. 136, article id 103025
Keywords [en]
Autoimmunity, Biomarkers, Drug repurposing, Systemic lupus erythematosus, Systems biology
National Category
Rheumatology and Autoimmunity
Identifiers
URN: urn:nbn:se:oru:diva-105280DOI: 10.1016/j.jaut.2023.103025ISI: 000967741800001PubMedID: 36996699Scopus ID: 2-s2.0-85151418132OAI: oai:DiVA.org:oru-105280DiVA, id: diva2:1747769
Funder
Swedish Rheumatism Association, R-941095King Gustaf V Jubilee Fund, FAI-2020-0741Swedish Society of MedicineNyckelfonden, OLL-974804Region Stockholm, FoUI-955483EU, Horizon 2020
Note
Corrigendum to ‘Distinct gene dysregulation patterns herald precisionmedicine potentiality in systemic lupus erythematosus’ [J. Autoimmun.136 (April 2023) 103025].Julius Lindblom a, Daniel Toro-Domínguez b, Elena Carnero-Montoro b, Lorenzo Beretta c, Maria Orietta Borghi d,e, Jessica Castillo f, Yvonne Enman a, PRECISESADS Clinical Consortium,Chandra Mohan f, Marta E. Alarc ́on-Riquelme b,g, Guillermo Barturen b,h, Ioannis ParoP et al., Journal of Autoimmunity. Volume 140, November 2023, 103052.
DOI: 10.1016/j.jaut.2023.103052
WOS: 001104353500001
PubMed ID: 37142531
Scopus: 2-s2.0-85156173183
Funding agencies:
Professor Nanna Svartz Foundation 202000368
Innovative Medicines Initiative (IMI) Joint Undertaking (JU) 115565
IMI 2 JU 831434
Ulla and Roland Gustafsson Foundation 202126
Innovative Medicines Initiative (IMI) Joint Undertaking (JU) 115565
IMI 2 JU 831434
2023-03-312023-03-312023-12-05Bibliographically approved