ArticleEClinicalMedicine2022
Associations of Four sensitization patterns revealed by Latent Class Analysis with Clinical symptoms: A multi-center study of China.
Article in EClinicalMedicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Allergen Sensitization in Atopic Dermatitis: Distinction from Controls and Prediction of Respiratory Allergies.International archives of allergy and immunology · 2026Article
- Sensitization of Common Allergens and Cosensitization Patterns Among Children in Guangzhou, China.Journal of immunology research · 2026Article
- Periodontitis Phenotypes and Treatment Outcomes Following Combined Periodontal and Orthodontic Therapy: A Cohort Study.Clinical, cosmetic and investigational dentistry · 2026Article
- [Pollen-food allergy syndrome: association between allergen cross-reactivity and symptom severity].Lin chuang er bi yan hou tou jing wai ke za zhi = Journal of clinical otorhinolaryngology head and neck surgery · 2025Article
- Latent Class Analysis to Identify Novel Phenotypes in Exacerbations of COPD: A Retrospective, Multicenter Cohort Study.MedComm · 2025Article
- High sensitization toThe World Allergy Organization journal · 2025Article
- Hidden risk patterns among acute ischemic stroke patients identified by latent class analysis.Frontiers in neurology · 2025Article
- Aeroallergen Sensitization Patterns and Related Factors in Children With Allergic Rhinitis in Guangzhou.Mediators of inflammation · 2025Article
- Interpreting epidemiologic distribution of total and specific IgE levels for food allergy in Southern China from 2004 to 2023: understanding the mechanisms and focusing on prevention.BMC public health · 2024Article
- Profile of cross-reactivity to common pollen allergens in Northwest China based on component resolved diagnosis.Scientific reports · 2024Article
- Food-Pollen Cross-Reactivity and its Molecular Diagnosis in China.Current allergy and asthma reports · 2024Review
- A study of allergen detection panel in Guangzhou, southern China based on real-world data from the past 7 years.Scientific reports · 2023Article
- Patterns of aeroallergen sensitization in asthma patients identified by latent class analysis: A cross-sectional study in China.Clinical and translational allergy · 2023Article
- Pre-Existing Allergies Patients with Higher Viral Load and Longer Recovery Days Infected by SARS-CoV-2 Omicron BA.2 in Shanghai, China, 2022.Journal of asthma and allergy · 2023Article
- Common Allergens and Immune Responses Associated with Allergic Rhinitis in China.Journal of asthma and allergy · 2023Review
- Developing and validating clinical models to identify candidates for allergic rhinitis pre-exposure prophylaxis.Annals of medicine · 2023Article
- Childhood blood eosinophils and symptoms of allergic disorders: a cross-sectional study in Southern China.Annals of medicine · 2022Article
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15 authors.
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Abstract
Background: Because of the significant regional differences in the distribution of allergens, the relationship between anaphylaxis and allergic sensitization is complex in China. Using this large-scale epidemiologic survey, we explore the potential patterns of sensitization to common allergens in mainland China and investigate their relationship with various clinical symptoms. Method: The participants were recruited from 13 medical centers in mainland China from October 2019 to June 2021. Skin prick test (SPT) results that cover 18 common allergens were utilized to diagnose atopic sensitization. The demographic characteristics and clinical information were collected through questionnaires during routine medical follow-up. Latent class analysis (LCA) was conducted to determine the optimal sensitization patterns. The logistic regression was used to assess the associations of different sensitization patterns with allergy symptoms. Findings: A total of 1089 patients who had a positive SPT to at least one of 18 allergens were included for formal analysis. An optimal LCA model with 4 classes was obtained in this study, and the corresponding labels were as follows: Class1, house dust mite sensitization; Class2, low pollen sensitization; Class3, middle pollen sensitization; Class4, high pollen sensitization. The prevalence of different classes varied widely in geographical distribution, which was characterized by Class1 being very common in south and east as well as Class2 in north and west of China. Compared with patients in Class1, those in middle and high pollen sensitization clusters had the higher odds ratios (ORs) of allergic rhinitis and allergic conjunctivitis when controlling for other confounders. However, there was no significant difference between low pollen sensitization and house dust mite sensitization groups in the risks for various clinical performances except dermatitis. Additionally, the adjusted ORs (95% confidence interval) of allergic conjunctivitis and dermatitis for participants in pollen sensitization clusters (Class2, 3 and 4) were 1.56 (1.18, 2.06) and 1.43 (1.09, 1.88) respectively compared with those in Class1. Interpretation: In this study, we identified four sensitization clusters with specific risks of various clinical symptoms using common allergens by adopting LCA. Our findings may contribute to improved diagnosis and potential immunotherapy approaches to allergy in mainland China. Funding: This study was supported by the National Natural Science Foundation of China (81802076 and 81871736), the Guangzhou Science and Technology Foundation (202102010327), the Foundation of SKLRD (MS-2019-06 and Z-2022-09), and the Foundation of GYYY (ZH201904) and ZNSA-2020012.
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