Systemic lupus erythematosus phenotypes formed from machine learning with a specific focus on cognitive impairment.

This study demonstrates the complexity of cognitive impairment (CI) in SLE and that individual, multi-factorial phenotypes exist. Those with greater disease burden, from SLE specific factors or other factors associated with chronic conditions, report poorer cognitive functioning and perform worse on objective cognitive measures. By exploring different ways of phenotyping SLE we may better define CI in SLE. Ultimately, this will aid our understanding of personalised CI trajectories and identification of appropriate treatments.