A cluster of type II interferon-regulated genes associates with disease activity in patients with systemic lupus erythematosus
- PMID: 35933792
- DOI: 10.1016/j.jaut.2022.102869
A cluster of type II interferon-regulated genes associates with disease activity in patients with systemic lupus erythematosus
Abstract
Upregulation of interferon-regulated genes (IRGs), denoted IFN signature, in peripheral blood has been used as an indirect measure of IFN pathway activation in patients with systemic lupus erythematosus (SLE). However, it has not been determined, which IFN signatures that optimally reflect clinical disease activity. In this study, we determined an IFN signature based on the expression of 128 IRGs in whole blood from 34 SLE patients in a cross-sectional (CS) study, 11 with active lupus nephritis followed longitudinally (LS) and 15 healthy controls. Blood samples were collected in PAXgene tubes and RNA was extracted and purified using a PAXgene blood RNA kit (Qiagen). Gene expression was measured using the NanoString nCounter Gene Expression platform. The CS SLE patients with higher disease activity displayed thrice as many upregulated IRGs (n = 46) as the rest. These IRGs clustered in three groups, consisting of IRGs known to be predominantly stimulated by type I (gene cluster K1) and type II (gene clusters K2 and 3) IFNs. SLEDAI-2K scores associated with the K2 and K3 gene scores (β = 0.372 and β = 0.419, both p < 0.015) but not with K1. In the longitudinal study, the mean SLEDAI-2K score decreased after an average follow-up of 360 days (β = -2.08, P = 5.09 × 10-12). The mean K1, K2 and K3 gene scores did not change over time, however longitudinal changes in SLEDAI-2K and K3 scores were associated (β = 0.814, p = 0.007). This study validates the presence of type I IRG subsets that do not associate with disease activity in SLE patients. The novel finding in this study is the association between a type II IRG subset and disease activity. Both findings may have significant implications for choosing IRGs defining clinically relevant IFN signatures.
Keywords: Disease activity; Interferon signature; Interferon-regulated genes; SLEDAI-2K; Systemic lupus erythematosus.
Copyright © 2022 Elsevier Ltd. All rights reserved.
Conflict of interest statement
Declaration of competing interest None.
Similar articles
-
IRF4 and IRGs Delineate Clinically Relevant Gene Expression Signatures in Systemic Lupus Erythematosus and Rheumatoid Arthritis.Front Immunol. 2019 Jan 7;9:3085. doi: 10.3389/fimmu.2018.03085. eCollection 2018. Front Immunol. 2019. PMID: 30666255 Free PMC article.
-
Association of a gene expression profile from whole blood with disease activity in systemic lupus erythaematosus.Ann Rheum Dis. 2008 Aug;67(8):1069-75. doi: 10.1136/ard.2007.074765. Epub 2007 Dec 6. Ann Rheum Dis. 2008. PMID: 18063674
-
Higher activation of the interferon-gamma signaling pathway in systemic lupus erythematosus patients with a high type I IFN score: relation to disease activity.Clin Rheumatol. 2018 Oct;37(10):2675-2684. doi: 10.1007/s10067-018-4138-7. Epub 2018 May 17. Clin Rheumatol. 2018. PMID: 29774490
-
Cluster of highly expressed interferon-stimulated genes associate more with African ancestry than disease activity in patients with systemic lupus erythematosus. A systematic review of cross-sectional studies.Transl Res. 2021 Dec;238:63-75. doi: 10.1016/j.trsl.2021.07.006. Epub 2021 Jul 31. Transl Res. 2021. PMID: 34343626
-
Type I Interferons in Systemic Lupus Erythematosus: A Journey from Bench to Bedside.Int J Mol Sci. 2022 Feb 24;23(5):2505. doi: 10.3390/ijms23052505. Int J Mol Sci. 2022. PMID: 35269647 Free PMC article. Review.
Cited by
-
Targeting mechanistic target of rapamycin complex 2 attenuates immunopathology in Systemic Lupus Erythematosus.bioRxiv [Preprint]. 2024 Aug 4:2024.08.01.606069. doi: 10.1101/2024.08.01.606069. bioRxiv. 2024. Update in: Rheumatology (Oxford). 2025 Jun 1;64(6):3964-3974. doi: 10.1093/rheumatology/keae662. PMID: 39131369 Free PMC article. Updated. Preprint.
-
Immune cell aberrations in Systemic Lupus Erythematosus: navigating the targeted therapies toward precision management.Cell Mol Biol Lett. 2025 Jun 16;30(1):73. doi: 10.1186/s11658-025-00749-z. Cell Mol Biol Lett. 2025. PMID: 40524185 Free PMC article. Review.
-
Identification of key biomarkers associated with immune cells infiltration for myocardial injury in dermatomyositis by integrated bioinformatics analysis.Arthritis Res Ther. 2023 Apr 28;25(1):69. doi: 10.1186/s13075-023-03052-4. Arthritis Res Ther. 2023. PMID: 37118825 Free PMC article.
-
An interactive web application for exploring systemic lupus erythematosus blood transcriptomic diversity.Database (Oxford). 2024 May 28;2024:baae045. doi: 10.1093/database/baae045. Database (Oxford). 2024. PMID: 38805754 Free PMC article. Clinical Trial.
-
Predicting diagnostic gene expression profiles associated with immune infiltration in patients with lupus nephritis.Front Immunol. 2022 Dec 2;13:839197. doi: 10.3389/fimmu.2022.839197. eCollection 2022. Front Immunol. 2022. PMID: 36532018 Free PMC article.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical