Evidence map›Paper›PMID 42018741›Full record

Observational studyRheumatology (Oxford, England)2026

Efficacy of the Lupus-Cruces Nephritis protocol in different prognostic groups: a propensity score and cluster analysis.

Guillermo Ruiz-Irastorza, Beatriz Marín-García, Luis Dueña-Bartolomé, Diana Paredes-Ruiz, Amaia Osorio, Estibaliz Lázaro

Abstract readObservational StudyComparative Study
In one paragraph

Observational study in Rheumatology (Oxford, England), 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

6 authors.

Guillermo Ruiz-IrastorzaDepartment of Medicine, University of the Basque Country, EHU, Leioa, Spain.ORCID 0000-0001-7788-1043
Beatriz Marín-GarcíaDepartment of Medicine, University of the Basque Country, EHU, Leioa, Spain.ORCID 0009-0001-1007-5378
Luis Dueña-BartoloméAutoimmune Diseases Research Unit, Biobizkaia Health Research Institute, Barakaldo, Spain.ORCID 0000-0001-8256-9353
Diana Paredes-RuizAutoimmune Diseases Research Unit, Biobizkaia Health Research Institute, Barakaldo, Spain.ORCID 0000-0001-8378-8638
Amaia OsorioService of Nephrology, Hospital Universitario Cruces, Barakaldo, Spain.ORCID 0000-0002-9842-1553
Estibaliz LázaroInternal Medicine Department, FHU ACRONIM, Haut-Lévêque Hospital, Bordeaux, France.ORCID 0000-0002-4206-7399

Funding

Department of Education of the Basque Government 1512-22Department of Health of the Basque Government 2022222005
6 · The paper itself

Abstract

objectiveTo assess the efficacy of the Lupus-Cruces Nephritis (LCN) protocol vs standard of care (SOC) in achieving complete vrenal response (CRR) among different subpopulations and clinical clusters of patients with LN.

methodsThis was an observational comparative study with clinical care data of patients from the Lupus-Cruces, historic Lupus-Cruces and Lupus-Bordeaux cohorts. Different prognostic factors were obtained from previous studies and analysed in both LCN and SOC groups. Three different clinical clusters of patients were identified using a two-way clustering analysis. A multivariate propensity score (PS) adjusted analysis and Cox proportional hazards analysis were performed comparing both therapeutic schemes in the different identified subpopulations and clusters.

resultsWithin the cohort of 147 patients, those receiving the LCN protocol (40/47, 85%) were more likely to achieve CRR at 12 months than patients receiving the SOC (44/100, 44%). This was consistent across all prognostic subpopulations. The PS-adjusted logistic regression by subgroups confirmed these results. Three different clusters (named C1, C2 and C3) were identified. Both the univariate and the PS-adjusted Cox regression analysis for CRR at any time confirmed the higher likelihood of achieving CRR of patients treated with the LCN protocol in the three clusters: C1, hazard ratio (HR) 10.7 (95% CI 1.65-69.6, P = 0.013); C2, HR 2.2 (95% CI 1.16-4.1, P = 0.016); C3, HR 6.1 (95% CI 2.99-12.51, P < 0.001).

conclusionThe LCN protocol was superior to the SOC schemes in achieving CRR in patients with LN across different subpopulations and clinical clusters.

Indexed as

GlucocorticoidsImmunosuppressive AgentsLupus NephritisAdultCluster AnalysisClustering AlgorithmsCyclophosphamideFemaleHumansMaleMiddle AgedPrognosisPropensity ScoreProportional Hazards ModelsRemission InductionTreatment OutcomeCyclophosphamideGlucocorticoidsImmunosuppressive Agentscyclophosphamideglucocorticoidslupus nephritismethyl-prednisoloneprognosisremissionsystemic lupus erythematosus

Identifiers

PMID42018741
PMCPMC13143799

What Socratic 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 Socratic graph.