Storage Protein Allergen Sensitization Patterns in Children: Insights from Multiplex Microarray Profiling and Hierarchical Clustering

dc.contributor.author Caka, Canan
dc.contributor.author Ozcivici, Engin
dc.contributor.author Karakus, Ceyda Oksel
dc.contributor.author Sekerel, Bulent Enis
dc.date.accessioned 2025-11-25T15:11:42Z
dc.date.available 2025-11-25T15:11:42Z
dc.date.issued 2025
dc.description.abstract Background Storage proteins (SPs), including 2S albumins, vicilins, and legumins, are key allergenic molecules (AMs) of peanuts, tree nuts (TNs), and sesame. Their structural stability contributes to allergenicity and sensitization. This study explored SP AM clustering patterns and evaluated the test performance of multiplex microarray (MM) testing in a pediatric cohort. Methods We retrospectively analyzed 350 children (median age: 3.7 years) with detectable SP sensitizations (>= 0.1 kU(A)/L) using the ALEX(2) MM platform. Sensitization interrelationships were analyzed using correlation heatmaps, hierarchical clustering (HC), dimensionality reduction, and feature elimination. Predictive utility was assessed through ROC curve analysis at different sensitization cut-offs (>0.1 and >0.3 kU(A)/L) and total IgE thresholds (>0, >20, and >50 kU/L). Results HC identified a broad SP cluster spanning peanuts, TNs, sesame, poppy seed, and buckwheat. Strong correlations and early HC linkages suggested extensive cross-sensitization (e.g., Ana o 3-Pis v 1 and Jug r 4-Cor a 9), alongside evidence of co-sensitization and molecular spreading. Unexpected clustering of structurally dissimilar peanut and pistachio AMs pointed to shared epitopes and/or cross-contamination. 2S albumins (Ara h 2, Cor a 14, Jug r 1, Ana o 3, and Ses i 1) were most predictive for clinical reactivity. Lower cut-offs and exclusion of patients with low total IgE improved test performance. Alpha-hairpinin (Pap s 2S albumin) showed potential as specific markers. Conclusions MM testing enables detailed SP sensitization profiling. Cluster-based interpretation may clarify cross- vs. co-sensitization, supporting informed clinical decisions. Use of recombinant AMs and IgE stratification may further enhance MM utility in food allergy diagnostics. en_US
dc.identifier.doi 10.1111/pai.70233
dc.identifier.issn 0905-6157
dc.identifier.issn 1399-3038
dc.identifier.scopus 2-s2.0-105020640783
dc.identifier.uri https://doi.org/10.1111/pai.70233
dc.identifier.uri https://hdl.handle.net/11147/18671
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/closedAccess en_US
dc.subject 2S Albumin en_US
dc.subject Allergen Molecule en_US
dc.subject Clustering en_US
dc.subject Diagnostic Accuracy en_US
dc.subject Multiplex Microarray en_US
dc.subject Sensitization en_US
dc.subject Storage Protein en_US
dc.title Storage Protein Allergen Sensitization Patterns in Children: Insights from Multiplex Microarray Profiling and Hierarchical Clustering
dc.type Article en_US
dspace.entity.type Publication
gdc.author.scopusid 57194189103
gdc.author.scopusid 8532128300
gdc.author.scopusid 58882532000
gdc.author.scopusid 7004557677
gdc.author.wosid Öksel Karakuş, Ceyda/Aas-5372-2020
gdc.author.wosid Caka, Canan/Nwh-8752-2025
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department İzmir Institute of Technology en_US
gdc.description.departmenttemp [Caka, Canan; Sekerel, Bulent Enis] Hacettepe Univ, Div Pediat Allergy, Sch Med, Ankara, Turkiye; [Ozcivici, Engin; Karakus, Ceyda Oksel] Izmir Inst Technol, Dept Bioengn, Izmir, Turkiye en_US
gdc.description.issue 11 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.volume 36 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q1
gdc.identifier.openalex W4415761642
gdc.identifier.pmid 41174973
gdc.identifier.wos WOS:001606990000001
gdc.index.type WoS
gdc.index.type Scopus
gdc.index.type PubMed
gdc.openalex.collaboration National
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