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Distinct Endotypes of Pediatric Rhinitis Based on Cluster Analysis
PURPOSE: Despite the wide spectrum of pediatric rhinitis, endotyping of rhinitis based on type 2 inflammation and bronchial hyper-responsiveness (BHR) is lacking. This study aimed to investigate endotypes of pediatric rhinitis using cluster analysis. METHODS: Cluster analysis was performed on data f...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Korean Academy of Asthma, Allergy and Clinical Immunology; The Korean Academy of Pediatric Allergy and Respiratory Disease
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709680/ https://www.ncbi.nlm.nih.gov/pubmed/36426400 http://dx.doi.org/10.4168/aair.2022.14.6.730 |
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author | Kim, Jin Youp Lee, Sangjun Suh, Dong In Kim, Dae Woo Yoon, Hyung-Jin Park, Sue K Rhee, Chae-Seo Han, Doo Hee |
author_facet | Kim, Jin Youp Lee, Sangjun Suh, Dong In Kim, Dae Woo Yoon, Hyung-Jin Park, Sue K Rhee, Chae-Seo Han, Doo Hee |
author_sort | Kim, Jin Youp |
collection | PubMed |
description | PURPOSE: Despite the wide spectrum of pediatric rhinitis, endotyping of rhinitis based on type 2 inflammation and bronchial hyper-responsiveness (BHR) is lacking. This study aimed to investigate endotypes of pediatric rhinitis using cluster analysis. METHODS: Cluster analysis was performed on data from 241 children with rhinitis by using 12 variables reflecting clinical characteristics of skin prick, laboratory, and pulmonary function tests. After extracting clusters, between-cluster differences in clinical features, such as nasal symptom scores and asthma comorbidity, were assessed to investigate the association between the endotypes and clinical features. RESULTS: Four clusters were extracted by hierarchical cluster analysis. Cluster 1 (n = 32 [13.3%]) was the non-allergic rhinitis dominant cluster with low type 2 inflammation and the lowest rate of BHR. Patients in cluster 1 had the mildest nasal symptoms and no asthma comorbidity. Cluster 2 (n = 114 [47.3%]) was the largest cluster and exhibited intermediate type 2 inflammation and low BHR. Cluster 3 (n = 65 [27.0%]) showed high type 2 inflammation and intermediate BHR. However, the severity of nasal symptoms and asthma comorbidity in this cluster were comparable with those in cluster 2. Cluster 4 (n = 30 [12.4%]) revealed high type 2 inflammation and BHR with potential functional airway impairment. Additionally, cluster 4 displayed the most severe nasal symptoms and frequent asthma comorbidity. CONCLUSIONS: Four distinct endotypes of pediatric rhinitis based on allergen sensitization, type 2 inflammation, and BHR correlate to symptoms and asthma comorbidity. These endotypes may aid clinicians in understanding the wide spectrum of pediatric rhinitis. |
format | Online Article Text |
id | pubmed-9709680 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Korean Academy of Asthma, Allergy and Clinical Immunology; The Korean Academy of Pediatric Allergy and Respiratory Disease |
record_format | MEDLINE/PubMed |
spelling | pubmed-97096802022-12-16 Distinct Endotypes of Pediatric Rhinitis Based on Cluster Analysis Kim, Jin Youp Lee, Sangjun Suh, Dong In Kim, Dae Woo Yoon, Hyung-Jin Park, Sue K Rhee, Chae-Seo Han, Doo Hee Allergy Asthma Immunol Res Original Article PURPOSE: Despite the wide spectrum of pediatric rhinitis, endotyping of rhinitis based on type 2 inflammation and bronchial hyper-responsiveness (BHR) is lacking. This study aimed to investigate endotypes of pediatric rhinitis using cluster analysis. METHODS: Cluster analysis was performed on data from 241 children with rhinitis by using 12 variables reflecting clinical characteristics of skin prick, laboratory, and pulmonary function tests. After extracting clusters, between-cluster differences in clinical features, such as nasal symptom scores and asthma comorbidity, were assessed to investigate the association between the endotypes and clinical features. RESULTS: Four clusters were extracted by hierarchical cluster analysis. Cluster 1 (n = 32 [13.3%]) was the non-allergic rhinitis dominant cluster with low type 2 inflammation and the lowest rate of BHR. Patients in cluster 1 had the mildest nasal symptoms and no asthma comorbidity. Cluster 2 (n = 114 [47.3%]) was the largest cluster and exhibited intermediate type 2 inflammation and low BHR. Cluster 3 (n = 65 [27.0%]) showed high type 2 inflammation and intermediate BHR. However, the severity of nasal symptoms and asthma comorbidity in this cluster were comparable with those in cluster 2. Cluster 4 (n = 30 [12.4%]) revealed high type 2 inflammation and BHR with potential functional airway impairment. Additionally, cluster 4 displayed the most severe nasal symptoms and frequent asthma comorbidity. CONCLUSIONS: Four distinct endotypes of pediatric rhinitis based on allergen sensitization, type 2 inflammation, and BHR correlate to symptoms and asthma comorbidity. These endotypes may aid clinicians in understanding the wide spectrum of pediatric rhinitis. The Korean Academy of Asthma, Allergy and Clinical Immunology; The Korean Academy of Pediatric Allergy and Respiratory Disease 2022-11-14 /pmc/articles/PMC9709680/ /pubmed/36426400 http://dx.doi.org/10.4168/aair.2022.14.6.730 Text en Copyright © 2022 The Korean Academy of Asthma, Allergy and Clinical Immunology • The Korean Academy of Pediatric Allergy and Respiratory Disease https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Kim, Jin Youp Lee, Sangjun Suh, Dong In Kim, Dae Woo Yoon, Hyung-Jin Park, Sue K Rhee, Chae-Seo Han, Doo Hee Distinct Endotypes of Pediatric Rhinitis Based on Cluster Analysis |
title | Distinct Endotypes of Pediatric Rhinitis Based on Cluster Analysis |
title_full | Distinct Endotypes of Pediatric Rhinitis Based on Cluster Analysis |
title_fullStr | Distinct Endotypes of Pediatric Rhinitis Based on Cluster Analysis |
title_full_unstemmed | Distinct Endotypes of Pediatric Rhinitis Based on Cluster Analysis |
title_short | Distinct Endotypes of Pediatric Rhinitis Based on Cluster Analysis |
title_sort | distinct endotypes of pediatric rhinitis based on cluster analysis |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9709680/ https://www.ncbi.nlm.nih.gov/pubmed/36426400 http://dx.doi.org/10.4168/aair.2022.14.6.730 |
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