Cargando…

Comprehensive Study of Drug-Induced Pruritus Based on Adverse Drug Reaction Report Database

Drug-induced pruritus triggers a desire to scratch, thereby diminishing one’s quality of life. Certain instances of this phenomenon follow complex mechanisms of action that diverge from histamine-mediated pathways, known contributors to pruritus. However, investigations into the relationship between...

Descripción completa

Detalles Bibliográficos
Autores principales: Nakao, Yuriko, Asada, Mizuho, Uesawa, Yoshihiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10610247/
https://www.ncbi.nlm.nih.gov/pubmed/37895971
http://dx.doi.org/10.3390/ph16101500
_version_ 1785128207641477120
author Nakao, Yuriko
Asada, Mizuho
Uesawa, Yoshihiro
author_facet Nakao, Yuriko
Asada, Mizuho
Uesawa, Yoshihiro
author_sort Nakao, Yuriko
collection PubMed
description Drug-induced pruritus triggers a desire to scratch, thereby diminishing one’s quality of life. Certain instances of this phenomenon follow complex mechanisms of action that diverge from histamine-mediated pathways, known contributors to pruritus. However, investigations into the relationship between drugs and pruritus are limited. In this study, data mining techniques were employed to comprehensively analyze the characteristics of drugs linked to pruritus, using the FDA’s Adverse Event Reporting System (FAERS) data. Reports linked to pruritus demonstrated noteworthy differences in gender, age, and weight when compared with non-pruritus cases. Among the leading candidates for drugs prompting pruritus were ophthalmic drugs, systemic antibacterials, contrast media, dermatological antifungals, and dermatological preparations. A principal component analysis showed that the second principal component served as an indicator for distinguishing between onsets at mucous membranes or the skin’s surface. Additionally, the third principal component functioned as an indicator for categorizing administration methods as either invasive or noninvasive. Furthermore, a hierarchical cluster analysis conducted on these obtained principal components revealed the potential for classifying drugs based on the site of pruritus onset and the method of drug administration. These findings contribute to the development of targeted prevention and treatment strategies for avoiding pruritus in clinical practice.
format Online
Article
Text
id pubmed-10610247
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-106102472023-10-28 Comprehensive Study of Drug-Induced Pruritus Based on Adverse Drug Reaction Report Database Nakao, Yuriko Asada, Mizuho Uesawa, Yoshihiro Pharmaceuticals (Basel) Article Drug-induced pruritus triggers a desire to scratch, thereby diminishing one’s quality of life. Certain instances of this phenomenon follow complex mechanisms of action that diverge from histamine-mediated pathways, known contributors to pruritus. However, investigations into the relationship between drugs and pruritus are limited. In this study, data mining techniques were employed to comprehensively analyze the characteristics of drugs linked to pruritus, using the FDA’s Adverse Event Reporting System (FAERS) data. Reports linked to pruritus demonstrated noteworthy differences in gender, age, and weight when compared with non-pruritus cases. Among the leading candidates for drugs prompting pruritus were ophthalmic drugs, systemic antibacterials, contrast media, dermatological antifungals, and dermatological preparations. A principal component analysis showed that the second principal component served as an indicator for distinguishing between onsets at mucous membranes or the skin’s surface. Additionally, the third principal component functioned as an indicator for categorizing administration methods as either invasive or noninvasive. Furthermore, a hierarchical cluster analysis conducted on these obtained principal components revealed the potential for classifying drugs based on the site of pruritus onset and the method of drug administration. These findings contribute to the development of targeted prevention and treatment strategies for avoiding pruritus in clinical practice. MDPI 2023-10-21 /pmc/articles/PMC10610247/ /pubmed/37895971 http://dx.doi.org/10.3390/ph16101500 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nakao, Yuriko
Asada, Mizuho
Uesawa, Yoshihiro
Comprehensive Study of Drug-Induced Pruritus Based on Adverse Drug Reaction Report Database
title Comprehensive Study of Drug-Induced Pruritus Based on Adverse Drug Reaction Report Database
title_full Comprehensive Study of Drug-Induced Pruritus Based on Adverse Drug Reaction Report Database
title_fullStr Comprehensive Study of Drug-Induced Pruritus Based on Adverse Drug Reaction Report Database
title_full_unstemmed Comprehensive Study of Drug-Induced Pruritus Based on Adverse Drug Reaction Report Database
title_short Comprehensive Study of Drug-Induced Pruritus Based on Adverse Drug Reaction Report Database
title_sort comprehensive study of drug-induced pruritus based on adverse drug reaction report database
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10610247/
https://www.ncbi.nlm.nih.gov/pubmed/37895971
http://dx.doi.org/10.3390/ph16101500
work_keys_str_mv AT nakaoyuriko comprehensivestudyofdruginducedpruritusbasedonadversedrugreactionreportdatabase
AT asadamizuho comprehensivestudyofdruginducedpruritusbasedonadversedrugreactionreportdatabase
AT uesawayoshihiro comprehensivestudyofdruginducedpruritusbasedonadversedrugreactionreportdatabase