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Cluster analysis of circulating plasma biomarkers in prurigo nodularis reveals a distinct systemic inflammatory signature in African Americans
- Source :
- J Invest Dermatol
- Publication Year :
- 2021
-
Abstract
- Patients with prurigo nodularis (PN) suffer from intractable itch and dramatic reduction in QOL. Although there is significant clinical heterogeneity in the presentation of PN, disease endotypes remain unknown. We assayed circulating plasma cytokine concentrations in patients with PN (n = 20) along with matched healthy controls and utilized an unsupervised machine learning algorithm to identify disease endotypes. We found two distinct clusters of patients with PN with noninflammatory (cluster 1) and inflammatory (cluster 2) plasma profiles. Cluster 2 had more African Americans (82%, n = 9 vs. 33%, n = 3; P = 0.028), higher Worst Itch Numeric Rating Scale scores (9.5 ± 0.9 vs. 8.3 ± 1.2; P = 0.036), and lower QOL as reflected by higher Dermatology Life Quality Index scores (21.9 ± 6.4 vs. 13.0 ± 4.1; P = 0.015). In addition, cluster 1 had a higher rate of myelopathy (67%, n = 6 vs. 18%, n = 2; P = 0.028). Compared with cluster 1, cluster 2 had higher levels of IL-1α, IL-4, IL-5, IL-6, IL-10, IL-17A, IL-22, IL-25, and IFN-α. With population-level analysis, African American patients with PN had higher erythrocyte sedimentation rate, C-reactive protein, ferritin, and eosinophils and lower transferrin than Caucasian patients with PN. These findings indicate discrete clusters of patients with PN with plasma biomarker profiles corresponding to distinct demographic and clinical characteristics, potentially allowing for precision medicine approaches to treat PN.
- Subjects :
- medicine.medical_specialty
Dermatology
Biochemistry
Gastroenterology
Article
Myelopathy
Internal medicine
medicine
Cluster Analysis
Humans
Molecular Biology
chemistry.chemical_classification
medicine.diagnostic_test
biology
business.industry
Pruritus
C-reactive protein
Cell Biology
Dermatology Life Quality Index
medicine.disease
Ferritin
Black or African American
chemistry
Transferrin
Erythrocyte sedimentation rate
biology.protein
Quality of Life
Biomarker (medicine)
Prurigo
business
Prurigo nodularis
Biomarkers
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- J Invest Dermatol
- Accession number :
- edsair.doi.dedup.....e2ae53dfe26883faa1537adbfd7f84a3