ArticleArthritis & rheumatology (Hoboken, N.J.)2023
V-Set Immunoglobulin Domain-Containing Protein 4 as a Novel Serum Biomarker of Lupus Nephritis and Renal Pathology Activity.
Article in Arthritis & rheumatology (Hoboken, N.J.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 12 citations in OpenAlex.
- Identifying the hub genes in macrophage infiltration and verifying of the role of VSIG4 in IgA nephropathy.Scientific reports · 2026Article
- Urinary V-Set Ig Domain-Containing Protein 4 and Immune Complexes for Tracking Lupus Nephritis and Renal Pathology.ACR open rheumatology · 2025Article
- Portable Fluorescence Microarray Reader-Enabled Biomarker Panel Detection System for Point-of-Care Diagnosis of Lupus Nephritis.Micromachines · 2025Article
- A serum biomarker panel and miniarray detection system for tracking disease activity and flare risk in lupus nephritis.Frontiers in immunology · 2025Article
- Biomarkers for systemic lupus erythematosus: A scoping review.Immunity, inflammation and disease · 2024Article
- Noninvasive biomarkers for lupus nephritis.Laboratory medicine · 2024Review
- Advancing Point-of-Care Diagnosis: Digitalizing Combinatorial Biomarker Signals for Lupus Nephritis.Biosensors · 2024Article
- Systemic lupus in the era of machine learning medicine.Lupus science & medicine · 2024Review
Corrections and comments
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
objectiveTo discover novel serum biomarkers that have diagnostic or predictive value in lupus nephritis (LN).
methodsUsing a quantitative protein microarray, we screened for high-abundant proteome expression in the serum of patients with LN compared to healthy controls. Top candidates from this screening were validated using a larger cohort of patients with LN compared to a disease control cohort (subjects with other chronic kidney diseases) and a healthy control cohort. Promising markers were then selected using a machine-learning model and further validated with a larger patient cohort. The corresponding autoantibodies and immune complexes containing these proteins were also examined.
resultsIn total, 13 proteins were found to be significantly elevated in LN patient serum in the screening, among which 8 proteins were validated by enzyme-linked immunosorbent assay using 81 serum samples from LN patients and control subjects. Three serum markers with LN diagnostic potential were identified using feature importance analysis and further validated using 155 serum samples from LN patients and control subjects. V-set immunoglobulin domain-containing protein 4 (VSIG4) appeared to be the most promising marker in distinguishing LN from healthy controls, with an area under the curve of 0.93. VSIG4 could also discriminate active LN from inactive LN. Furthermore, serum VSIG4 levels were positively correlated with all of the following clinical parameters: the Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) score (Spearman's rank correlation r
conclusionVSIG4 may be a promising novel serum biomarker and therapeutic target in patients with LN.
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