Cluster Analysis of Circulating Plasma Biomarkers in Prurigo Nodularis Reveals a Distinct Systemic Inflammatory Signature in African Americans

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...

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Veröffentlicht in:Journal of investigative dermatology 2022-05, Vol.142 (5), p.1300-1308.e3
Hauptverfasser: Sutaria, Nishadh, Alphonse, Martin Prince, Marani, Melika, Parthasarathy, Varsha, Deng, Junwen, Wongvibulsin, Shannon, Williams, Kyle, Roh, Youkyung Sophie, Choi, Justin, Bordeaux, Zachary, Pritchard, Thomas, Dillen, Carly, Semenov, Yevgeniy R., Kwatra, Madan M., Archer, Nathan K., Garza, Luis A., Dong, Xinzhong, Kang, Sewon, Kwatra, Shawn G.
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container_end_page 1308.e3
container_issue 5
container_start_page 1300
container_title Journal of investigative dermatology
container_volume 142
creator Sutaria, Nishadh
Alphonse, Martin Prince
Marani, Melika
Parthasarathy, Varsha
Deng, Junwen
Wongvibulsin, Shannon
Williams, Kyle
Roh, Youkyung Sophie
Choi, Justin
Bordeaux, Zachary
Pritchard, Thomas
Dillen, Carly
Semenov, Yevgeniy R.
Kwatra, Madan M.
Archer, Nathan K.
Garza, Luis A.
Dong, Xinzhong
Kang, Sewon
Kwatra, Shawn G.
description 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.
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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. 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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. 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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. 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subjects Biomarkers
Black or African American
Cluster Analysis
Humans
Prurigo
Pruritus - drug therapy
Quality of Life
title Cluster Analysis of Circulating Plasma Biomarkers in Prurigo Nodularis Reveals a Distinct Systemic Inflammatory Signature in African Americans
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