Identifying characteristics of people with bullous pemphigoid prior to diagnosis using clustering analysis: a UK population-based case–control study

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 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/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% people) but unique in case clusters (5/8). 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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Publication Details

Journal
Clinical and Experimental Dermatology
Published
2026-03-31
DOI
https://doi.org/10.1093/ced/llag144
Primary Topic
Autoimmune Bullous Skin Diseases
Type
article
Field-Weighted Citation Impact
0.00

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article

Identifying characteristics of people with bullous pemphigoid prior to diagnosis using clustering analysis: a UK population-based case–control study

Roger Knaggs, Monica S M Persson, Carron Layfield, Mikolaj Swiderski et al.
Clinical and Experimental Dermatology
Autoimmune Bullous Skin Diseases
article

Identifying characteristics of people with bullous pemphigoid prior to diagnosis using clustering analysis: a UK population-based case–control study

Roger Knaggs, Monica S M Persson, Carron Layfield, Mikolaj Swiderski, Sonia Gran, Rowan Harwood, Vibhore Prasad, Grazziela Patrocinio Figueredo, Yana Vinogradova, Karen Harman, Shreya Iyer
article en

Abstract

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 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/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% people) but unique in case clusters (5/8). 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.

Clinical and Experimental Dermatology
University of Nottingham (GB), King's College London (GB), Swedish Rheumatism Association (SE), Nottinghamshire Healthcare NHS Foundation Trust (GB), University Hospitals of Leicester NHS Trust (GB)
Research for Patient Benefit Programme
No poverty
Openalex Percentile: Top 38%
Autoimmune Bullous Skin Diseases
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