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Identifying characteristics of people with bullous pemphigoid prior to diagnosis using clustering analysis: a UK
Shreya Iyer1, Mikolaj Swiderski2, Yana Vinogradova2
1School of Computer Science, University of Nottingham, Nottingham, UK.
Background:
Bullous pemphigoid (BP) is a rare, serious autoimmune skin disease that is more common in older people. Numerous drugs and conditions have been previously associated with BP, but no study has explored patterns of risk factors. It is important to identify characteristics of people at risk of BP to help raise clinical suspicion. Diagnostic delay can lead to serious symptoms and poor quality of life.
Objectives:
To identify patterns of drug prescriptions, comorbidities and sociodemographic characteristics of people with BP prior to diagnosis.
Methods:
We conducted a 1 : 1 case-control study (1998-2021) using routinely collected primary care data from the Clinical Practice Research Datalink. Cases were matched to controls by age, sex and clinical practice. We ran clustering analysis to identify groups of cases with similar characteristics. We repeated the analysis for controls to verify whether these characteristics are unique or more common in cases.
Results:
There were 16 624 cases and 16 624 controls (median age 80 years; 55.6% women). Eight case/control clusters were identified. Four case clusters included people who were all prescribed penicillinase-resistant penicillins. Statins were prescribed in six BP and four control clusters. Multiple sclerosis was rare (1-2% of people) but unique in case clusters (five of eight).
Conclusions:
Penicillinase-resistant penicillins and statins were more often prescribed prior to BP diagnosis. Healthcare professionals should be vigilant for skin reactions in older people following these medications, particularly penicillinase--resistant penicillins. Due to low BP prevalence, we do not suggest preventative discontinuation of highlighted drugs. We also propose checking for skin reactions following a multiple sclerosis diagnosis.
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