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Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross‐sectional study in China
BACKGROUND: This cross‐sectional study aimed to identify latent sensitization profiles of asthma patients in mainland China, unveiling the association between regional differences and sensitization patterns. METHODS: 1056 asthma participants from 10 medical centers divided into eastern and western c...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10314277/ https://www.ncbi.nlm.nih.gov/pubmed/37488739 http://dx.doi.org/10.1002/clt2.12271 |
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author | Zhang, Jiale Luo, Wenting Li, Guoping Ren, Huali Su, Jie Sun, Jianxin Zhong, Ruifen Wang, Siqin Li, Zhen'an Zhao, Yan Ke, Huashou Chen, Ting Xv, Chun Chang, Zhenglin Wu, Liting Zheng, Xianhui Xv, Miaoyuan Ye, Qingyuan Hao, Chuangli Sun, Baoqing |
author_facet | Zhang, Jiale Luo, Wenting Li, Guoping Ren, Huali Su, Jie Sun, Jianxin Zhong, Ruifen Wang, Siqin Li, Zhen'an Zhao, Yan Ke, Huashou Chen, Ting Xv, Chun Chang, Zhenglin Wu, Liting Zheng, Xianhui Xv, Miaoyuan Ye, Qingyuan Hao, Chuangli Sun, Baoqing |
author_sort | Zhang, Jiale |
collection | PubMed |
description | BACKGROUND: This cross‐sectional study aimed to identify latent sensitization profiles of asthma patients in mainland China, unveiling the association between regional differences and sensitization patterns. METHODS: 1056 asthma participants from 10 medical centers divided into eastern and western cohorts were clustered into four individual sensitization patterns, respectively, by using an unsupervised statistical modeling method, latent class analysis (LCA), based on the levels of 12 aeroallergens specific IgE reactivities. Moreover, differences in clinical characteristics and environmental exposures were compared in different sensitization patterns. RESULTS: Four distinct sensitization patterns in the two cohorts were defined as follows, respectively. Eastern cohort: Class 1: “High weed pollen and house dust mites (HDMs) sensitization” (8.87%), Class 2: “HDMs dominated sensitization” (38.38%), Class 3: “High HDMs and animal dander sensitization” (6.95%), Class 4: “Low/no aeroallergen sensitization” (45.80%). Western cohort: Class 1: “High weed pollen sensitization” (26.14%), Class 2: “High multi‐pollen sensitization” (15.02%), Class 3: “HDMs‐dominated sensitization” (10.33%), Class 4: “Low/no aeroallergen sensitization” (48.51%). Of note, the significant statistical difference in age, asthma control test score (ACT) and comorbidities were observed within or between different sensitization patterns. Exposure factors in different sensitization patterns were pointed out. CONCLUSIONS: Asthmatic patients with distinct sensitization patterns were clustered and identified through the LCA method, disclosing the relationship between sensitization profiles of multiple aeroallergens and geographical differences, providing novel insights and potential strategies for atopic disease monitoring, management and prevention in clinical practice. |
format | Online Article Text |
id | pubmed-10314277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103142772023-07-02 Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross‐sectional study in China Zhang, Jiale Luo, Wenting Li, Guoping Ren, Huali Su, Jie Sun, Jianxin Zhong, Ruifen Wang, Siqin Li, Zhen'an Zhao, Yan Ke, Huashou Chen, Ting Xv, Chun Chang, Zhenglin Wu, Liting Zheng, Xianhui Xv, Miaoyuan Ye, Qingyuan Hao, Chuangli Sun, Baoqing Clin Transl Allergy Original Article BACKGROUND: This cross‐sectional study aimed to identify latent sensitization profiles of asthma patients in mainland China, unveiling the association between regional differences and sensitization patterns. METHODS: 1056 asthma participants from 10 medical centers divided into eastern and western cohorts were clustered into four individual sensitization patterns, respectively, by using an unsupervised statistical modeling method, latent class analysis (LCA), based on the levels of 12 aeroallergens specific IgE reactivities. Moreover, differences in clinical characteristics and environmental exposures were compared in different sensitization patterns. RESULTS: Four distinct sensitization patterns in the two cohorts were defined as follows, respectively. Eastern cohort: Class 1: “High weed pollen and house dust mites (HDMs) sensitization” (8.87%), Class 2: “HDMs dominated sensitization” (38.38%), Class 3: “High HDMs and animal dander sensitization” (6.95%), Class 4: “Low/no aeroallergen sensitization” (45.80%). Western cohort: Class 1: “High weed pollen sensitization” (26.14%), Class 2: “High multi‐pollen sensitization” (15.02%), Class 3: “HDMs‐dominated sensitization” (10.33%), Class 4: “Low/no aeroallergen sensitization” (48.51%). Of note, the significant statistical difference in age, asthma control test score (ACT) and comorbidities were observed within or between different sensitization patterns. Exposure factors in different sensitization patterns were pointed out. CONCLUSIONS: Asthmatic patients with distinct sensitization patterns were clustered and identified through the LCA method, disclosing the relationship between sensitization profiles of multiple aeroallergens and geographical differences, providing novel insights and potential strategies for atopic disease monitoring, management and prevention in clinical practice. John Wiley and Sons Inc. 2023-07-01 /pmc/articles/PMC10314277/ /pubmed/37488739 http://dx.doi.org/10.1002/clt2.12271 Text en © 2023 The Authors. Clinical and Translational Allergy published by John Wiley & Sons Ltd on behalf of European Academy of Allergy and Clinical Immunology. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Zhang, Jiale Luo, Wenting Li, Guoping Ren, Huali Su, Jie Sun, Jianxin Zhong, Ruifen Wang, Siqin Li, Zhen'an Zhao, Yan Ke, Huashou Chen, Ting Xv, Chun Chang, Zhenglin Wu, Liting Zheng, Xianhui Xv, Miaoyuan Ye, Qingyuan Hao, Chuangli Sun, Baoqing Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross‐sectional study in China |
title | Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross‐sectional study in China |
title_full | Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross‐sectional study in China |
title_fullStr | Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross‐sectional study in China |
title_full_unstemmed | Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross‐sectional study in China |
title_short | Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross‐sectional study in China |
title_sort | patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: a cross‐sectional study in china |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10314277/ https://www.ncbi.nlm.nih.gov/pubmed/37488739 http://dx.doi.org/10.1002/clt2.12271 |
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