Systemic lupus erythematosus (SLE) is a complex autoimmune disease that follows an unpredictable disease course and affects multiple organs and tissues. We performed an integrated, multicohort analysis of 7,471 transcriptomic profiles from 40 independent studies to identify robust gene expression changes associated with SLE. We identified a 93-gene signature (SLE MetaSignature) that is differentially expressed in the blood of patients with SLE compared with healthy volunteers; distinguishes SLE from other autoimmune, inflammatory, and infectious diseases; and persists across diverse tissues and cell types. The SLE MetaSignature correlated significantly with disease activity and other clinical measures of inflammation. We prospectively validated the SLE MetaSignature in an independent cohort of pediatric patients with SLE using a microfluidic quantitative PCR (qPCR) array. We found that 14 of the 93 genes in the SLE MetaSignature were independent of IFN-induced and neutrophil-related transcriptional profiles that have previously been associated with SLE. Pathway analysis revealed dysregulation associated with nucleic acid biosynthesis and immunometabolism in SLE. We further refined a neutropoiesis signature and identified underappreciated transcripts related to immune cells and oxidative stress. In our multicohort, transcriptomic analysis has uncovered underappreciated genes and pathways associated with SLE pathogenesis, with the potential to advance clinical diagnosis, biomarker development, and targeted therapeutics for SLE.
Winston A. Haynes, D. James Haddon, Vivian K. Diep, Avani Khatri, Erika Bongen, Gloria Yiu, Imelda Balboni, Christopher R. Bolen, Rong Mao, Paul J. Utz, Purvesh Khatri
Title and authors | Publication | Year |
---|---|---|
Virtual patients inspired by multiomics predict the efficacy of an anti-IFNα mAb in cutaneous lupus
Hurez V, Gauderat G, Soret P, Myers R, Dasika K, Sheehan R, Friedrich C, Reed M, Laigle L, Riquelme MA, Aussy A, Chadli L, Hubert S, Desvaux E, Fouliard S, Moingeon P |
iScience | 2025 |
Transcriptional Responses of Different Brain Cell Types to Oxygen Decline.
Ravel-Godreuil C, Roy ER, Puttapaka SN, Li S, Wang Y, Yuan X, Eltzschig HK, Cao W |
Brain Sciences | 2024 |
Association of autoantibodies with the IFN signature and NETosis in patients with systemic lupus erythematosus
Kaan ED, Brunekreef TE, Drylewicz J, van den Hoogen LL, van der Linden M, Leavis HL, van Laar JM, van der Vlist M, Otten HG, Limper M |
2024 | |
Proteomic and transcriptomic analyses identify apo-transcobalamin-II as a biomarker of overall survival in osteosarcoma.
Lacinski RA, Dziadowicz SA, Roth CA, Ma L, Melemai VK, Fitzpatrick B, Chaharbakhshi E, Heim T, Lohse I, Schoedel KE, Hu G, Llosa NJ, Weiss KR, Lindsey BA |
Frontiers in oncology | 2024 |
Deciphering novel common gene signatures for rheumatoid arthritis and systemic lupus erythematosus by integrative analysis of transcriptomic profiles
Tyagi N, Mehla K, Gupta D |
PloS one | 2023 |
Precision medicine in systemic lupus erythematosus.
Fasano S, Milone A, Nicoletti GF, Isenberg DA, Ciccia F |
Nature reviews. Rheumatology | 2023 |
AutoCore: A network-based definition of the core module of human autoimmunity and autoinflammation.
Guthrie J, Köstel Bal S, Lombardo SD, Müller F, Sin C, Hütter CVR, Menche J, Boztug K |
Science Advances | 2023 |
A robust gene expression signature for NASH in liver expression data
Y Hasin-Brumshtein, S Sakaram, P Khatri, Y He, T Sweeney |
Scientific Reports | 2022 |
Type I Interferons in Systemic Lupus Erythematosus: A Journey from Bench to Bedside
T Sim, S Ong, A Mak, S Tay |
International journal of molecular sciences | 2022 |
Accurate Machine Learning Model to Diagnose Chronic Autoimmune Diseases Utilizing Information From B Cells and Monocytes
Ma Y, Chen J, Wang T, Zhang L, Xu X, Qiu Y, Xiang AP, Huang W |
Frontiers in immunology | 2022 |
Transcriptional regulatory networks of circulating immune cells in type 1 diabetes: A community knowledgebase
Ochsner SA, Pillich RT, Rawool D, Grethe JS, McKenna NJ |
iScience | 2022 |
Jak Inhibitors for Treatment of Autoimmune Diseases: Lessons from Systemic Sclerosis and Systemic Lupus Erythematosus
Kotyla P, Gumkowska-Sroka O, Wnuk B, Kotyla K |
Pharmaceuticals | 2022 |
Interferon α Enhances B Cell Activation Associated With FOXM1 Induction: Potential Novel Therapeutic Strategy for Targeting the Plasmablasts of Systemic Lupus Erythematosus
K Akita, K Yasaka, T Shirai, T Ishii, H Harigae, H Fujii |
Frontiers in immunology | 2021 |
Current Status of the Evaluation and Management of Lupus Patients and Future Prospects
S Yavuz, PE Lipsky |
Frontiers in Medicine | 2021 |
Cross-Tissue Transcriptomic Analysis Leveraging Machine Learning Approaches Identifies New Biomarkers for Rheumatoid Arthritis
D Rychkov, J Neely, T Oskotsky, S Yu, N Perlmutter, J Nititham, A Carvidi, M Krueger, A Gross, LA Criswell, JF Ashouri, M Sirota |
Frontiers in immunology | 2021 |
A Multi-mRNA Prognostic Signature for Anti-TNFα Therapy Response in Patients with Inflammatory Bowel Disease
S Sakaram, Y Hasin-Brumshtein, P Khatri, YD He, TE Sweeney |
Diagnostics | 2021 |
Current status of use of high throughput nucleotide sequencing in rheumatology
S Boegel, JC Castle, A Schwarting |
RMD Open | 2021 |
Multi–cell type gene coexpression network analysis reveals coordinated interferon response and cross–cell type correlations in systemic lupus erythematosus
B Panwar, BJ Schmiedel, S Liang, B White, E Rodriguez, K Kalunian, AJ McKnight, R Soloff, G Seumois, P Vijayanand, F Ay |
Genome research | 2021 |
Transcriptomic analysis of immune cells in a multi-ethnic cohort of systemic lupus erythematosus patients identifies ethnicity- and disease-specific expression signatures
G Andreoletti, CM Lanata, L Trupin, I Paranjpe, TS Jain, J Nititham, KE Taylor, AJ Combes, L Maliskova, CJ Ye, P Katz, M DallEra, J Yazdany, LA Criswell, M Sirota |
2021 | |
Type I interferons affect the metabolic fitness of CD8+ T cells from patients with systemic lupus erythematosus
N Buang, L Tapeng, V Gray, A Sardini, C Whilding, L Lightstone, TD Cairns, MC Pickering, J Behmoaras, GS Ling, M Botto |
Nature Communications | 2021 |
Transcriptomic similarities and differences in host response between SARS-CoV-2 and other viral infections
SA Thair, YD He, Y Hasin-Brumshtein, S Sakaram, R Pandya, J Toh, D Rawling, M Remmel, S Coyle, GN Dalekos, I Koutsodimitropoulos, G Vlachogianni, E Gkeka, E Karakike, G Damoraki, N Antonakos, P Khatri, EJ Giamarellos-Bourboulis, TE Sweeney |
iScience | 2021 |
Leveraging Heterogeneity in Systemic Lupus Erythematosus for New Therapies
ME Allen, V Rus, GL Szeto |
Trends in Molecular Medicine | 2020 |
An integrative Bayesian network approach to highlight key drivers in systemic lupus erythematosus
S Maleknia, Z Salehi, VR Tabar, A Sharifi-Zarchi, K Kavousi |
Arthritis Research & Therapy | 2020 |
Preclinical to clinical translation of cenerimod, a novel S1P 1 receptor modulator, in systemic lupus erythematosus
DS Strasser, S Froidevaux, V Sippel, E Gerossier, U Grieder, GM Pierlot, A Kieninger-Graefitsch, E Vezzali, AK Stalder, B Renault, J Ryge, A Hart, U Mentzel, PM Groenen, MP Keller, M Trendelenburg, MM Martinic, MJ Murphy |
RMD Open | 2020 |
Pulmonary surfactant: an immunological perspective
ZC Chroneos, Z Sever-Chroneos, VL Shepherd |
Cellular physiology and biochemistry : international journal of experimental cellular physiology, biochemistry, and pharmacology | 2009 |