Evidence map›Paper›PMID 42778333›Full record

ArticleRMD open2026

Early SLE may follow a fast comorbidity/multimorbidity trajectory associated with flare burden and glucocorticoid exposure.

Myrto Nikoloudaki, Sofia Pitsigavdaki, Spyridon Katechis, Ettore Silvagni, Argyro Repa, Antonio Marangoni, Irini Flouri, Nestor Avgoustidis, Prodromos Sidiropoulos, Marcello Govoni and 4 more

Abstract read
In one paragraph

Article in RMD open, 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

14 authors.

Myrto NikoloudakiRheumatology and Clinical Immunology, University of Crete School of Medicine, Heraklion, Greece.
Sofia PitsigavdakiRheumatology and Clinical Immunology, University of Crete School of Medicine, Heraklion, Greece.
Spyridon KatechisRheumatology and Clinical Immunology Unit, 4th Department of Internal Medicine, Attikon University Hospital, Joint Rheumatology Program, National and Kapodistrian University of Athens Medical School, Athens, Greece.ORCID http://orcid.org/0000-0002-8575-5183
Ettore SilvagniRheumatology Unit, Department of Medical Sciences, University of Ferrara and Azienda Ospedaliero-Universitaria S. Anna, Ferrara, Italy.ORCID http://orcid.org/0000-0001-7654-8222
Argyro RepaRheumatology and Clinical Immunology, University of Crete School of Medicine, Heraklion, Greece.
Antonio MarangoniRheumatology Unit, Department of Medical Sciences, University of Ferrara and Azienda Ospedaliero-Universitaria S. Anna, Ferrara, Italy.
Irini FlouriRheumatology and Clinical Immunology, University of Crete School of Medicine, Heraklion, Greece.ORCID http://orcid.org/0000-0002-6966-1304
Nestor AvgoustidisRheumatology and Clinical Immunology, University of Crete School of Medicine, Heraklion, Greece.
Prodromos SidiropoulosRheumatology and Clinical Immunology, University of Crete School of Medicine, Heraklion, Greece.ORCID http://orcid.org/0000-0001-9607-0326
Marcello GovoniRheumatology Unit, Department of Medical Sciences, University of Ferrara and Azienda Ospedaliero-Universitaria S. Anna, Ferrara, Italy.
Antonis FanouriakisRheumatology and Clinical Immunology Unit, 4th Department of Internal Medicine, Attikon University Hospital, Joint Rheumatology Program, National and Kapodistrian University of Athens Medical School, Athens, Greece.ORCID http://orcid.org/0000-0003-2696-031X
Alessandra BortoluzziRheumatology Unit, Department of Medical Sciences, University of Ferrara and Azienda Ospedaliero-Universitaria S. Anna, Ferrara, Italy.ORCID http://orcid.org/0000-0003-2416-8134
Dimitrios BoumpasRheumatology and Clinical Immunology Unit, 4th Department of Internal Medicine, Attikon University Hospital, Joint Rheumatology Program, National and Kapodistrian University of Athens Medical School, Athens, Greece.ORCID http://orcid.org/0000-0002-9812-4671
George BertsiasRheumatology and Clinical Immunology, University of Crete School of Medicine, Heraklion, Greece gbertsias@uoc.gr.ORCID http://orcid.org/0000-0001-5299-1406

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPatients with systemic lupus erythematosus (SLE) carry a substantial comorbidity load associated with worse prognosis, yet most evidence pertains to long-standing disease. How comorbidities-particularly multimorbidity as a marker of overall health burden-evolve at early stages, and whether conditions co-aggregate into clinically meaningful clusters, remains unclear.

methodsAn inception cohort (≤2 years from diagnosis) of 311 patients with SLE with 5-year monitoring of 140 comorbidities, disease activity, treatments, organ damage and adverse events/hospitalisations. Growth mixture modelling identified trajectories of incident comorbidities, while tetrachoric exploratory factor analysis followed by clustering defined multimorbidity profiles; these trajectories and profiles were then related to longitudinal outcomes. To inform temporal ordering, trajectory modelling was refitted for months 24-60, and predictors from <24 months were evaluated using penalised multivariable regression.

resultsEarly SLE separated into slow (55%) and fast (45%) incident-comorbidity trajectories. Among fast accruers, three phenotypes emerged: low-to-moderate (general/non-patterned) (51%), metabolic-psychiatric (31%) and cardiopulmonary-musculoskeletal (18%), with a gradual increase in multimorbidity (≥2 conditions) (32.7%, 65.7% and 100%, respectively). Compared with slow-accruing, fast-accruing patients-especially the metabolic-psychiatric and cardiopulmonary-musculoskeletal-attained less lupus low disease activity state/Definition of Remission In SLE and developed more damage (incidence rate ratio (IRR) 2.28-3.27) and safety-related events (IRR 1.89-3.36). Severe flares (≥20% of time; OR 2.10, 95% CI 1.09 to 4.04) and glucocorticoid exposure (OR 1.06 per 10 mg/day, 95% CI 1.01 to 1.11) during the first 24 months independently predicted subsequent fast-comorbidity trajectory. Flares were more prominent in the fast/low-to-moderate and metabolic-psychiatric phenotypes, whereas glucocorticoid use was more prominent in the cardiopulmonary-musculoskeletal phenotype.

conclusionsNearly half of patients with newly diagnosed SLE show accelerated comorbidity and multimorbidity burden, underscoring the need for clinical vigilance. Fast-accrual phenotypes are linked to flares and glucocorticoid exposure, two potentially modifiable features of early disease.

Indexed as

GlucocorticoidsLupus Erythematosus, SystemicAdultComorbidityFemaleHumansMaleMiddle AgedMultimorbidityPrognosisSymptom Flare UpGlucocorticoidsDisease ActivityGlucocorticoidsLupus Erythematosus, Systemic

Identifiers

PMID42778333
PMCPMC13630032

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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.