Evidence map›Paper›PMID 41963072›Full record

ArticleLupus science & medicine2026

Demographic and clinical characteristics of patients with systemic lupus erythematosus across five registries: the LupusNet federated data network.

Federico Zazzetti, Ashley Orillion, Urbano Sbarigia, Anna Sheahan, Clair Blacketer, Michel van Speybroeck, Sarah Gasman, Reyhan Sönmez, Erika H Noss, Manuel F Ugarte-Gil and 34 more

Abstract read
In one paragraph

Article in Lupus science & medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

44 authors.

Federico ZazzettiJohnson & Johnson, Horsham, Pennsylvania, USA fzazzet@ITS.JNJ.com.ORCID 0009-0003-3170-6292
Ashley OrillionJohnson & Johnson, Spring House, Pennsylvania, USA.ORCID 0000-0002-1883-6290
Urbano SbarigiaJohnson & Johnson, Beerse, Belgium.
Anna SheahanJohnson & Johnson, Horsham, Pennsylvania, USA.
Clair BlacketerJohnson & Johnson, Spring House, Pennsylvania, USA.
Michel van SpeybroeckJohnson & Johnson, Beerse, Belgium.
Sarah GasmanJohnson & Johnson, Spring House, Pennsylvania, USA.
Reyhan SönmezCapgemini Consulting, Zurich, Switzerland.ORCID 0000-0002-4556-4075
Erika H NossJohnson & Johnson, Spring House, Pennsylvania, USA.
Manuel F Ugarte-GilGrupo Peruano de Estudio de Enfermedades Autoinmunes Sistémicas, Universidad Cientifica del Sur, Lima, Peru.
Rocio Violeta Gamboa-CardenasGrupo Peruano de Estudio de Enfermedades Autoinmunes Sistémicas, Universidad Cientifica del Sur, Lima, Peru.
Victor Pimentel-QuirozGrupo Peruano de Estudio de Enfermedades Autoinmunes Sistémicas, Universidad Cientifica del Sur, Lima, Peru.
Guillermo J Pons-EstelGrupo Oroño-Centro Regional de Enfermedades Autoinmunes y Reumáticas (GO-CREAR), Rosario, Argentina.ORCID 0000-0002-0647-929X
Rosana QuintanaGrupo Oroño-Centro Regional de Enfermedades Autoinmunes y Reumáticas (GO-CREAR), Rosario, Argentina.ORCID 0000-0003-0643-2755
Verónica SauritHospital Privado Universitario de Córdoba, Córdoba, Argentina.
Cecilia Nora PisoniCEMIC Centro de Educación Médica e Investigaciones Clínicas "Norberto Quirno", Buenos Aires, Argentina.
Odirlei Andre MonticieloDivision of Rheumatology, Department of Internal Medicine, Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
Francinne Machado RibeiroHospital Universitário Pedro Ernesto - Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil.ORCID 0000-0003-0038-983X
Jorge A Esquivel-ValerioServicio de Reumatología, Hospital Universitario "Dr. José Eleuterio González," Universidad Autónoma de Nuevo León, Nuevo León, Mexico.ORCID 0000-0002-3124-0395
Carlos A Núñez-ÁlvarezDepartment of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Tlalpan, Mexico.
Katiuzka ZuñigaServicio de Inmunología y Reumatología, Hospital Nacional Cayetano Heredia, Universidad Peruana Cayetano Heredia, Lima, Peru.
Martin RebellaUnidad de Enfermedades Autoinmunes Sistémicas, Hospital de Clínicas, Facultad de Medicina, UDELAR, Montevideo, Uruguay.ORCID 0000-0002-1925-4022
Kaleb MichaudUniversity of Nebraska Medical Center, Omaha, Nebraska, USA.ORCID 0000-0002-5350-3934
Patricia KatzUniversity of California San Francisco, San Francisco, California, USA.ORCID 0000-0002-8146-2519
Rangi Kandane-RathnayakeRheumatology Research Group, Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia.ORCID 0000-0001-5397-1482
Eric F MorandRheumatology Research Group, Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia.ORCID 0000-0002-9507-3338
Worawit LouthrenooDivision of Rheumatology, Department of Internal Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.ORCID 0000-0003-3105-6122
Alberta HoiRheumatology Research Group, Centre for Inflammatory Diseases, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia.ORCID 0000-0002-9416-7383
Mandana NikpourMusculoskeletal Research Centre and School of Public Health, The University of Sydney, Sydney, New South Wales, Australia.
Sandra NavarraSection of Rheumatology, University of Santo Tomas Hospital, Manila, Philippines.ORCID 0000-0003-0094-8654
Chak Sing LauDivision of Rheumatology & Clinical Immunology, Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Pok Fu Lam, Hong Kong.ORCID 0000-0001-6698-8355
Shue-Fen LuoDepartment of Rheumatology, Allergy and Immunology, Chang Gung Memorial Hospital, Chang Gung University, Taipei, Taiwan.
Laniyati HamijoyoDivision of Rheumatology, Department of Internal Medicine, Faculty of Medicine, Padjadjaran University/Hasan Sadikin General Hospital, Bandung, Indonesia.ORCID 0000-0002-1310-674X
Zhanguo LiDepartment of Rheumatology and Immunology, Beijing University People's Hospital, Beijing, China.
José María Pego-ReigosaDepartment of Rheumatology, University Hospital of Vigo, Vigo, Spain.ORCID 0000-0003-3461-3537
Iñigo Rúa-FigueroaDepartment of Rheumatology, Hospital Universitario Doctor Negrín, Las Palmas de Gran Canaria, Spain.ORCID 0000-0002-7894-1690
Zulema PlazaResearch Unit, Spanish Society of Rheumatology, Madrid, Spain.
María Galindo IzquierdoDepartment of Rheumatology, Hospital Universitario 12 de Octubre, Madrid, Spain.
Julia Martínez-BarrioDepartment of Rheumatology, Hospital Gregorio Marañón, Madrid, Spain.
Jaime Calvo AlénDepartment of Rheumatology, Hospital Universitario Araba, Vitoria, Spain.ORCID 0000-0001-9378-8412
Antonio Fernández-NebroDepartment of Rheumatology, Hospital Regional Universitario de Málaga, IBIMA-Bionand Platform, Málaga, Spain.ORCID 0000-0002-2962-9844
Raúl Menor-AlmagroDepartment of Rheumatology, Hospital de Jerez, Jerez, Spain.
Eva TomeroDepartment of Rheumatology, Hospital Universitario de la Princesa, Madrid, Spain.
Francisco Javier Narváez GarcíaDepartment of Rheumatology, Hospital Universitari de Bellvitge, Barcelona, Spain.ORCID 0000-0002-1614-8064

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study describes baseline demographics, clinical characteristics and treatments of patients diagnosed with systemic lupus erythematosus (SLE) at the time of registration in the registries of the Lupus Federated Data Network (LupusNet).

methodsData were collected from five SLE registries in four global regions: APLC (Asia Pacific), FORWARD (North America), RELESSER (Europe), GLADEL 2.0 and Almenara (Latin America). LupusNet uses a federated data network approach and a privacy-by-design method, where only aggregated results are shared. Demographics, disease activity (based on Physician Global Assessment (PGA) and Systemic Lupus Erythematosus Disease Activity Index 2000 (SLEDAI-2K) scores), accumulated damage (Systemic Lupus International Collaborating Clinics Damage Index) and treatment use data were mapped and harmonised using the Observational Medical Outcomes Partnership Common Data Model V.5.4.

resultsA total of 10 370 patients were included in the analysis; of those, 3908 patients were in Asia Pacific, 3066 in North America, 1806 in Europe and 1590 in Latin America. The majority of patients were female (91%); the median (IQR) duration from SLE diagnosis to registry entry ranged from 5 (1-12) to 12 (6-19) years. Heterogeneity in disease activity was observed across registries based on mean (SD) SLEDAI-2K total (3.0 (4.1)-7.0 (7.4)) and PGA (0.4 (0.5)-1.2 (1.0)) scores. Across registries, SLE features most common were related to serologic activity (low complement and increased DNA binding (19%-47%)); other common clinical features included proteinuria and arthritis (4%-37%). Cataracts (4%-9%) were the most common characteristic related to accumulated damage. Glucocorticoids, antimalarials and immunosuppressants were the most commonly used treatments, with variations in their proportions observed across registries.

conclusionsThese findings demonstrate significant heterogeneity in clinical characteristics and treatment patterns across the registries in LupusNet. By recognising regional differences, findings from LupusNet may help guide treatment approaches in SLE and optimise patient outcomes.

Indexed as

Lupus Erythematosus, SystemicRegistriesAdolescentAdultAsiaEuropeFemaleHumansLatin AmericaMaleMiddle AgedNorth AmericaSeverity of Illness IndexYoung AdultGlucocorticoidsLupus Erythematosus, SystemicLupus NephritisTherapeutics

Identifiers

PMID41963072
PMCPMC13084988

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.