Age-stratified risk factors and predictive models for progression to lupus nephritis in patients with systemic lupus erythematosus: a review
Shuyu Sun, Song Li, Xin Chang, Jian Wu

TL;DR
This paper reviews how age affects the risk of developing lupus nephritis in patients with systemic lupus erythematosus and highlights the need for age-specific prediction models.
Contribution
The paper identifies a gap in existing lupus nephritis risk models and emphasizes the need for age-stratified predictive tools.
Findings
Age at disease onset significantly influences SLE clinical features and progression to lupus nephritis.
Current LN risk prediction models include age but lack age-specific stratification.
Developing age-tailored models could improve early detection and treatment of high-risk patients.
Abstract
Systemic lupus erythematosus (SLE) is a highly heterogeneous autoimmune disorder, and lupus nephritis (LN) is one of its most severe organ manifestations. The age at disease onset is a critical factor influencing the clinical phenotype, disease progression, and prognosis of SLE. However, few studies have specifically focused on the age-stratified risk of developing LN. This review examines the age-related clinical and immunological features of SLE and the risk factors associated with progression to LN. In addition, it systematically evaluates how current LN risk prediction models incorporate age as a variable. Although many existing models include age, a significant gap remains-no tools have been specifically designed to assess LN risk across different age groups. Therefore, developing age-specific LN risk prediction models and tailored management strategies is crucial to improving…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSystemic Lupus Erythematosus Research · Cytomegalovirus and herpesvirus research · Liver Diseases and Immunity
