MétaCan
Menu
← Back to cohort

SEX DIFFERENCES IN SYSTEMIC LUPUS ERYTHEMATOSUS: A COMPREHENSIVE ANALYSIS OF CLINICAL AND TREATMENT DISPARATIES IN A MULTICENTER LONGITUDINAL COHORT

2025· article· en· W4410513263 on OpenAlexvenueno aff
Shirley Chan, Chak Sing Lau, Alberta Hoi, Vera Golder, Worawit Louthrenoo, Yi‐Hsing Chen, Jiacai Cho, Aisha Lateef, Laniyati Hamijoyo, Shue‐Fen Luo, Yeong-Jian Jan Wu, Sandra Navarra, Leonid Zamora, Zhanguo Li, Sargunan Sockalingam, Yasuhiro Katsumata, Masayoshi Harigai, Zhuoli Zhang, BMDB Basnayake, Madelynn Chan, Jun Kikuchi, Tsutomu Takeuchi, Yuko Kaneko, Shereen Oon, Sang-Cheol Bae, Kristine Ng, Sean O’Neill, Yih Jia Poh, Fiona Goldblatt, N. Tugnet, Cherica Tee, Michael Tee, Naoaki Ohkubo, Mark Sapsford, Yoshiya Tanaka, Mandana Nikpour, Eric F. Morand, Rangi Kandane‐Rathnayake

Bibliographic record

VenueThe Journal of Rheumatology · 2025
Typearticle
Languageen
FieldMedicine
TopicSystemic Lupus Erythematosus Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCohortCohort studySystemic diseaseMulticenter studyConnective tissue diseaseLupus erythematosusInternal medicineImmunopathologyImmunologyAutoimmune diseaseDiseaseRandomized controlled trialAntibody

Abstract

fetched live from OpenAlex

PV190 / #379 Poster Topic: AS22 - SLE Heterogeneity Background/Purpose Systemic lupus erythematosus (SLE) is a chronic autoimmune disease with female predominance. Due to its lower prevalence in men, SLE is less well understood in male patients. This study aimed to examine disparities in clinical manifestations, treatment, and outcomes between female and male patients with SLE using data from a multicenter longitudinal cohort. Methods Prospectively collected data from a 13-country cohort were analyzed. Demographics, fulfillment of 1997 American College of Rheumatology (ACR) classification criteria, disease activity (SLEDAI-2K, flare), medications, lupus low disease activity state (LLDAS) and DORIS remission attainment, and SLICC/ ACR damage index (SDI) were compared between female and male patients using Chi-squared tests (categorical variables) and Kruskal-Wallis (continuous variables) tests. Results A total of 4,106 SLE patients were studied. 328 (8.0%) were male, who were more likely to be non-Asian (14.5% vs 10.8%, p=0.04), active smoker (22.3% vs 3.9%, p<0.01), have shorter disease duration (7.0 years vs 8.0 years, p=0.01), and live in countries with a high gross domestic product (GDP ≥ $50,000 per capita) (58.5% vs 48.2%, p<0.01) (Table 1). At study enrollment, disease activity (SLEDAI-2K 4.0 vs 4.0, p=0.86) was similar between male and female patients, while female patients had more frequent use of anti-malarials (78.7% vs 72.0%, p=0.01), mycophenolate mofetil (32.0% vs 22.6%, p<0.01), and cyclophosphamide (6.7% vs 4.1%, p=0.03) Organ damage (defined as SDI>0) was present in 43% of males and 37% of females (p=0.07) at study enrollment with more frequent damage in peripheral vascular domain observed in male patients (6.0% vs 2.7%, p<0.01). Over a follow-up duration of 2.5 (IQR 1.0-5.1) years, male patients were more likely to receive anti-malarial (86.3% vs 78.2%, p<0.01) and mycophenolate mofetil (43.0% vs 36.7%, p=0.03), but less likely to experience flares (46.6% vs 53.7%, p=0.02). The frequency of organ damage accrual (defined as increase in SDI≥1) and treat-to-target state attainment was similar between male and female patients (Table 1). Over 42,347 clinical visits, clinical disease activity (defined as clinical SLEDAI-2K>0) was observed in 16,804 (39.7%) visits (Figure 1). Male patients had more visits with active disease in renal domain (29.2% vs 22.3%, p<0.01), including patients without renal involvement at baseline (17.4% vs 10.1%, p<0.01). Visits with active disease in mucocutaneous domain (12.5% vs 11.3%, p=0.03) and vasculitis (0.9% vs 0.6%, p=0.04) were also more frequent among male patients. In contrast, female patients had more visits with activity in musculoskeletal (3.1% vs 4.5%, p<0.01) and hematological domain s(5.2% vs 6.3%, p=0.02). LLDAS was attained in 19441 (45.9%) visits overall. In clinical visits not in LLDAS, Pred >7.5 mg/D (51.7% vs 48.0%, p<0.01) and SLEDAI>4 (53.0% vs 49.4%, p<0.01) occurred more frequently among male patients. Renal activity was observed in over half (52.6% vs 44.2%, p<0.01) of non-LLDAS visits in male patients. Table 1: Clinical characteristics of the study cohort Figure 1: Disease activity by SLEDAI organ domains in 42,347 visits Conclusions Renal activity is more frequent in male patients with SLE, with males having more frequent clinical visits for active renal disease compared to females. Further studies are required to understand the mechanisms behind the differences between male and female SLE patients.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.054
GPT teacher head0.369
Teacher spread0.315 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueThe Journal of Rheumatology→Same topicSystemic Lupus Erythematosus Research→French-language works237,207→