dc.contributor.author
Türk, Murat
dc.contributor.author
Ertaş, Ragıp
dc.contributor.author
Şahiner, Ümit Murat
dc.contributor.author
Kolkhir, Pavel
dc.contributor.author
Şekerel, Bülent Enis
dc.contributor.author
Soyer, Özge
dc.contributor.author
Avcı, Atıl
dc.contributor.author
Atasoy, Mustafa
dc.contributor.author
Özyurt, Kemal
dc.contributor.author
Türk, Yekta
dc.contributor.author
Zeydan, Engin
dc.contributor.author
Maurer, Marcus
dc.date.accessioned
2024-09-26T12:11:05Z
dc.date.available
2024-09-26T12:11:05Z
dc.identifier.uri
https://refubium.fu-berlin.de/handle/fub188/45039
dc.identifier.uri
http://dx.doi.org/10.17169/refubium-44750
dc.description.abstract
Introduction: The use of predictors of response to a specific treatment in patients with chronic spontaneous urticaria (CSU) can improve disease management, help prevent unnecessary healthcare costs, and save time. In this study, we aimed to identify predictors of complete response to standard-dosed and higher than standard-dosed antihistamine treatments in patients with CSU. Methods: Medical records of 475 CSU patients, 120 of them <18 years old, from 3 different centers were analyzed. We used 15 machine learning (ML) models as well as traditional statistical methods to predict complete response to standard-dosed and higher than standard-dosed antihistamine treatment based on 17 clinical parameters. Results: CSU disease activity, which was assessed by urticaria activity score (UAS), was the only clinical parameter that predicted complete response to standard-dosed and higher than standard-dosed antihistamine treatment, with ML models and traditional statistics, for all age groups. Based on ROC analyses, optimal cut-off values of disease activity to predict complete response were UAS <3 and UAS <4 for standard-dosed (area under the ROC curve [AUC] = 0.69; p = 0.001) and higher than standard-dosed (AUC = 0.79; p = 0.001) antihistamine treatments, respectively. Also, ML models identified lower total IgE (<150 IU/mL) as a predictor of complete response to a standard-dosed antihistamine and lower CRP (<3.4 mg/mL) as a predictor of complete response to higher than standard-dose antihistamine treatment. Discussion: In this study, we showed that patients with UAS <3 are highly likely to have complete response to standard-dosed AH and those with a UAS <4 are highly likely to have complete response to higher than standard-dosed AH treatment. Low CSU disease activity is the only universal predictor of complete response to AH treatment with both ML models and traditional statistics for all age groups.
en
dc.subject
Chronic spontaneous urticaria
en
dc.subject
Antihistamine
en
dc.subject
Disease activity
en
dc.subject.ddc
600 Technik, Medizin, angewandte Wissenschaften::610 Medizin und Gesundheit::610 Medizin und Gesundheit
dc.title
In Chronic Spontaneous Urticaria, Complete Response to Antihistamine Treatment Is Linked to Low Disease Activity
dc.type
Wissenschaftlicher Artikel
dcterms.bibliographicCitation.doi
10.1159/000528395
dcterms.bibliographicCitation.journaltitle
International Archives of Allergy and Immunology
dcterms.bibliographicCitation.number
5
dcterms.bibliographicCitation.originalpublishername
Karger
dcterms.bibliographicCitation.pagestart
421
dcterms.bibliographicCitation.pageend
432
dcterms.bibliographicCitation.volume
184
dcterms.rightsHolder.note
Copyright applies in this work.
dcterms.rightsHolder.url
http://rightsstatements.org/vocab/InC/1.0/
refubium.affiliation
Charité - Universitätsmedizin Berlin
refubium.note.author
Dieser Beitrag ist mit Zustimmung des Rechteinhabers aufgrund einer (DFG geförderten) Allianz- bzw. Nationallizenz frei zugänglich.
de
refubium.note.author
This publication is shared with permission of the rights owner and made freely accessible through a DFG (German Research Foundation) funded license at either an alliance or national level.
en
refubium.resourceType.isindependentpub
no
dcterms.accessRights.openaire
open access
dcterms.bibliographicCitation.pmid
36652936
dcterms.isPartOf.issn
1018-2438
dcterms.isPartOf.eissn
1423-0097