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 | |
| gdc.openalex.fwci | 0.0 | |
| gdc.opencitations.count | 0 | |
| gdc.plumx.mendeley | 1 | |
| gdc.plumx.newscount | 1 | |
| gdc.plumx.scopuscites | 0 | |
| gdc.scopus.citedcount | 0 | |
| gdc.wos.citedcount | 0 | |
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