Lupus & antiphospholipid syndrome

Identifying high-risk profile in primary antiphospholipid syndrome through cluster analysis: French multicentric cohort study

RMD OpenPublished Retrospective cohort study

Authors' conclusion

We identified four clusters among patients with primary APS, one of which was 'high-risk APS'.

Study context

Population
Patients with persistent aPL (Sydney criteria) measured January 2012–January 2019, French multicentre cohort; SLE or other systemic autoimmune diseases excluded
Exposure
Four clusters identified among patients with primary antiphospholipid syndrome (APS) and asymptomatic aPL carriers
Outcome
Clusters identified
Methodological detailsmulticentre, hierarchical cluster analysis on factor analysis of mixed data
  • Multicentre
  • Hierarchical cluster analysis on factor analysis of mixed data

Main finding

As reported in the abstract

  • Four clusters identified: asymptomatic aPL carriers, male thrombotic phenotype, female obstetrical phenotype, high-risk APS

Observational data: associations, not effects.

Further findings

Relapse and death during follow-up (survival analyses)

Asymptomatic aPL carriers relapsed less frequently than the others
No other differences in relapse rates or deaths between clusters

Original publication

Identifying high-risk profile in primary antiphospholipid syndrome through cluster analysis: French multicentric cohort study. RMD Open. Published 9 March 2023. doi:10.1136/rmdopen-2022-002881

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