Four Subtypes of Childhood Allergic Rhinitis Identified by Latent Class Analysis

dc.contributor.author Yavuz, Süleyman Tolga
dc.contributor.author Öksel Karakuş, Ceyda
dc.contributor.author Custovic, Adnan
dc.contributor.author Kalaycı, Ömer
dc.date.accessioned 2021-11-06T09:54:39Z
dc.date.available 2021-11-06T09:54:39Z
dc.date.issued 2021
dc.description.abstract Background Childhood allergic rhinitis (AR) is clinically heterogenous. We aimed to identify distinct phenotypes among children with AR using data-driven techniques and to ascertain their association with patterns of symptoms, allergic sensitization, and comorbidities. Methods We recruited 510 children with physician-diagnosed AR, of whom 205 (40%) had asthma. Latent class analysis (LCA) was performed to identify latent structure within the data set using 17 variables (allergic conjunctivitis, eczema, asthma, family history of asthma, family history of allergic rhinitis, skin sensitization to 8 common allergens, tonsillectomy, adenoidectomy). Results A four-class solution was selected as the optimal model based on statistical fit. We labeled latent classes as: (1) AR with grass mono-sensitization and conjunctivitis (n = 361, 70.8%); (2) AR with house dust mite sensitization and asthma (n = 75, 14.7%); (3) AR with pet and grass polysensitization and conjunctivitis (n = 35, 6.9%); and (4) AR among children with tonsils and adenoids removed (n = 39, 7.6%). Perennial AR was significantly more common among children in Class 2 (OR 5.83, 95% CI 3.42-9.94, p < .001) and Class 3 (OR 2.88, 95% CI 1.36-6.13, p = .006). Mild and intermittent AR symptoms were significantly more common in children in Class 2 compared to those in Class 1. AR was more severe in Class 1 compared to other 3 classes, indicating that upper respiratory symptoms are more severe among children with isolated seasonal rhinitis, than in those with rhinitis and coexisting asthma. Conclusion We have identified 4 phenotypes in school-age children with AR, which were associated with different patterns of clinical symptoms and comorbidities. en_US
dc.identifier.doi 10.1111/pai.13605
dc.identifier.issn 0905-6157
dc.identifier.issn 1399-3038
dc.identifier.scopus 2-s2.0-85111762408
dc.identifier.uri https://doi.org/10.1111/pai.13605
dc.identifier.uri https://hdl.handle.net/11147/11558
dc.language.iso en en_US
dc.publisher Wiley en_US
dc.relation.ispartof Pediatric Allergy and Immunology en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject Allergic rhinitis en_US
dc.subject Allergy en_US
dc.subject Asthma en_US
dc.subject Children en_US
dc.subject Phenotype en_US
dc.title Four Subtypes of Childhood Allergic Rhinitis Identified by Latent Class Analysis en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.author.institutional Öksel Karakuş, Ceyda
gdc.author.wosid Oksel, Ceyda/AAS-5372-2020
gdc.bip.impulseclass C4
gdc.bip.influenceclass C5
gdc.bip.popularityclass C4
gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department İzmir Institute of Technology. Bioengineering en_US
gdc.description.endpage 1699
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.startpage 1691
gdc.description.volume 32
gdc.description.wosquality Q1
gdc.identifier.openalex W3135341772
gdc.identifier.pmid 34310772
gdc.identifier.wos WOS:000681249300001
gdc.index.type WoS
gdc.index.type Scopus
gdc.index.type PubMed
gdc.oaire.accesstype HYBRID
gdc.oaire.diamondjournal false
gdc.oaire.impulse 12.0
gdc.oaire.influence 3.3339547E-9
gdc.oaire.isgreen false
gdc.oaire.keywords Latent Class Analysis
gdc.oaire.keywords Animals
gdc.oaire.keywords Humans
gdc.oaire.keywords Rhinitis, Allergic, Seasonal
gdc.oaire.keywords Allergens
gdc.oaire.keywords Rhinitis, Allergic
gdc.oaire.keywords Conjunctivitis, Allergic
gdc.oaire.popularity 1.3244746E-8
gdc.oaire.publicfunded false
gdc.oaire.sciencefields 03 medical and health sciences
gdc.oaire.sciencefields 0302 clinical medicine
gdc.openalex.collaboration International
gdc.openalex.fwci 2.12589917
gdc.openalex.normalizedpercentile 0.83
gdc.opencitations.count 13
gdc.plumx.crossrefcites 4
gdc.plumx.facebookshareslikecount 54
gdc.plumx.mendeley 19
gdc.plumx.newscount 1
gdc.plumx.pubmedcites 11
gdc.plumx.scopuscites 18
gdc.scopus.citedcount 18
gdc.wos.citedcount 17
local.message.claim 2023-01-26T12:04:33.631+0300 *
local.message.claim |rp03006 *
local.message.claim |submit_approve *
local.message.claim |dc_contributor_author *
local.message.claim |None *
relation.isAuthorOfPublication.latestForDiscovery 9a5440a9-66a1-4a24-ac0b-d63d67043bd6
relation.isOrgUnitOfPublication.latestForDiscovery 9af2b05f-28ac-4015-8abe-a4dfe192da5e

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