Phenotypes of atopic dermatitis identified by cluster analysis in early childhood
Atopic dermatitis is a chronic, relapsing, inflammatory skin disease that usually appears in early childhood and develops into a heterogeneous disease during childhood. The clinical course and treatment for atopic dermatitis can differ according to its phenotype and/or endotype. This study aimed to...
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Veröffentlicht in: | Journal of dermatology 2019-02, Vol.46 (2), p.117-123 |
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description | Atopic dermatitis is a chronic, relapsing, inflammatory skin disease that usually appears in early childhood and develops into a heterogeneous disease during childhood. The clinical course and treatment for atopic dermatitis can differ according to its phenotype and/or endotype. This study aimed to identify clinical phenotypes of atopic dermatitis in early childhood. Data were obtained from 572 children under 3 years of age with atopic dermatitis. Cluster analysis applied to 11 variables, and we identified four clusters of atopic dermatitis. Children in cluster A (n = 141) had early‐onset atopic dermatitis with high blood eosinophil counts, serum total immunoglobulin E and rates of sensitization to food allergens. Children in cluster B (n = 218) had early‐onset atopic dermatitis with low blood eosinophil counts, serum total immunoglobulin E and rates of sensitization to both food and inhalant allergens. Children in cluster C (n = 53) had early‐onset atopic dermatitis with high C‐reactive protein levels and white blood cell counts. Children in cluster D (n = 160) had middle‐onset atopic dermatitis with high serum total immunoglobulin E and rates of sensitization to inhalant allergens. Cluster A had the highest Scoring for Atopic Dermatitis and transepidermal water loss values. Age at onset, age at diagnosis, white blood cell count, eosinophil count, C‐reactive protein and serum total immunoglobulin E level were the strongest predictors of cluster assignment. Analysis of these six variables alone resulted in correct classification of 95.5% of the subjects. These results support the heterogeneity of atopic dermatitis, even in early childhood. |
doi_str_mv | 10.1111/1346-8138.14714 |
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The clinical course and treatment for atopic dermatitis can differ according to its phenotype and/or endotype. This study aimed to identify clinical phenotypes of atopic dermatitis in early childhood. Data were obtained from 572 children under 3 years of age with atopic dermatitis. Cluster analysis applied to 11 variables, and we identified four clusters of atopic dermatitis. Children in cluster A (n = 141) had early‐onset atopic dermatitis with high blood eosinophil counts, serum total immunoglobulin E and rates of sensitization to food allergens. Children in cluster B (n = 218) had early‐onset atopic dermatitis with low blood eosinophil counts, serum total immunoglobulin E and rates of sensitization to both food and inhalant allergens. Children in cluster C (n = 53) had early‐onset atopic dermatitis with high C‐reactive protein levels and white blood cell counts. Children in cluster D (n = 160) had middle‐onset atopic dermatitis with high serum total immunoglobulin E and rates of sensitization to inhalant allergens. Cluster A had the highest Scoring for Atopic Dermatitis and transepidermal water loss values. Age at onset, age at diagnosis, white blood cell count, eosinophil count, C‐reactive protein and serum total immunoglobulin E level were the strongest predictors of cluster assignment. Analysis of these six variables alone resulted in correct classification of 95.5% of the subjects. These results support the heterogeneity of atopic dermatitis, even in early childhood.</description><identifier>ISSN: 0385-2407</identifier><identifier>EISSN: 1346-8138</identifier><identifier>DOI: 10.1111/1346-8138.14714</identifier><identifier>PMID: 30520087</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>Age ; Allergens ; Atopic dermatitis ; Blood ; child, preschool ; Childhood ; Children ; Cluster analysis ; Dermatitis ; Eczema ; Food allergies ; Immunoglobulin E ; Immunoglobulins ; infant ; Leukocytes (eosinophilic) ; phenotype ; Phenotypes ; Skin diseases ; Water loss</subject><ispartof>Journal of dermatology, 2019-02, Vol.46 (2), p.117-123</ispartof><rights>2018 Japanese Dermatological Association</rights><rights>2018 Japanese Dermatological Association.</rights><rights>Copyright © 2019 Japanese Dermatological Association</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4614-b12fdd94a46632d94bbf95529d62b396fdf1c64774142a4c63c3803da9d1fc63</citedby><cites>FETCH-LOGICAL-c4614-b12fdd94a46632d94bbf95529d62b396fdf1c64774142a4c63c3803da9d1fc63</cites><orcidid>0000-0002-6168-7876</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2F1346-8138.14714$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2F1346-8138.14714$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30520087$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Seo, Euri</creatorcontrib><creatorcontrib>Yoon, Jisun</creatorcontrib><creatorcontrib>Jung, Sungsu</creatorcontrib><creatorcontrib>Lee, Jina</creatorcontrib><creatorcontrib>Lee, Beom Hee</creatorcontrib><creatorcontrib>Yu, Jinho</creatorcontrib><title>Phenotypes of atopic dermatitis identified by cluster analysis in early childhood</title><title>Journal of dermatology</title><addtitle>J Dermatol</addtitle><description>Atopic dermatitis is a chronic, relapsing, inflammatory skin disease that usually appears in early childhood and develops into a heterogeneous disease during childhood. The clinical course and treatment for atopic dermatitis can differ according to its phenotype and/or endotype. This study aimed to identify clinical phenotypes of atopic dermatitis in early childhood. Data were obtained from 572 children under 3 years of age with atopic dermatitis. Cluster analysis applied to 11 variables, and we identified four clusters of atopic dermatitis. Children in cluster A (n = 141) had early‐onset atopic dermatitis with high blood eosinophil counts, serum total immunoglobulin E and rates of sensitization to food allergens. Children in cluster B (n = 218) had early‐onset atopic dermatitis with low blood eosinophil counts, serum total immunoglobulin E and rates of sensitization to both food and inhalant allergens. Children in cluster C (n = 53) had early‐onset atopic dermatitis with high C‐reactive protein levels and white blood cell counts. Children in cluster D (n = 160) had middle‐onset atopic dermatitis with high serum total immunoglobulin E and rates of sensitization to inhalant allergens. Cluster A had the highest Scoring for Atopic Dermatitis and transepidermal water loss values. Age at onset, age at diagnosis, white blood cell count, eosinophil count, C‐reactive protein and serum total immunoglobulin E level were the strongest predictors of cluster assignment. Analysis of these six variables alone resulted in correct classification of 95.5% of the subjects. These results support the heterogeneity of atopic dermatitis, even in early childhood.</description><subject>Age</subject><subject>Allergens</subject><subject>Atopic dermatitis</subject><subject>Blood</subject><subject>child, preschool</subject><subject>Childhood</subject><subject>Children</subject><subject>Cluster analysis</subject><subject>Dermatitis</subject><subject>Eczema</subject><subject>Food allergies</subject><subject>Immunoglobulin E</subject><subject>Immunoglobulins</subject><subject>infant</subject><subject>Leukocytes (eosinophilic)</subject><subject>phenotype</subject><subject>Phenotypes</subject><subject>Skin diseases</subject><subject>Water loss</subject><issn>0385-2407</issn><issn>1346-8138</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNqFkDtPwzAURi0EoqUwsyFLLCxp_YqTjAjKS5UAqbvlxLbqKomLnQjl35M0pQMLXq5977mf5APANUZz3J8FpoxHKabpHLMEsxMwPXZOwRTRNI4IQ8kEXISwRYhkMUbnYEJRTBBKkyn4_Njo2jXdTgfoDJSN29kCKu0r2djGBmiVrhtrrFYw72BRtqHRHspall0YxjXU0pf9ZGNLtXFOXYIzI8ugrw51BtZPy_XDS7R6f359uF9FBeOYRTkmRqmMScY5Jf0lz00WxyRTnOQ040YZXHCWJAwzIlnBaUFTRJXMFDb9awbuxtidd1-tDo2obCh0WcpauzYIgpOMUMKTAb39g25d6_sf7KkY4QThtKcWI1V4F4LXRuy8raTvBEZikC0GtWJQK_ay-42bQ26bV1od-V-7PRCPwLctdfdfnnh7XI7BP1DYiCI</recordid><startdate>201902</startdate><enddate>201902</enddate><creator>Seo, Euri</creator><creator>Yoon, Jisun</creator><creator>Jung, Sungsu</creator><creator>Lee, Jina</creator><creator>Lee, Beom Hee</creator><creator>Yu, Jinho</creator><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T5</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-6168-7876</orcidid></search><sort><creationdate>201902</creationdate><title>Phenotypes of atopic dermatitis identified by cluster analysis in early childhood</title><author>Seo, Euri ; Yoon, Jisun ; Jung, Sungsu ; Lee, Jina ; Lee, Beom Hee ; Yu, Jinho</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4614-b12fdd94a46632d94bbf95529d62b396fdf1c64774142a4c63c3803da9d1fc63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Age</topic><topic>Allergens</topic><topic>Atopic dermatitis</topic><topic>Blood</topic><topic>child, preschool</topic><topic>Childhood</topic><topic>Children</topic><topic>Cluster analysis</topic><topic>Dermatitis</topic><topic>Eczema</topic><topic>Food allergies</topic><topic>Immunoglobulin E</topic><topic>Immunoglobulins</topic><topic>infant</topic><topic>Leukocytes (eosinophilic)</topic><topic>phenotype</topic><topic>Phenotypes</topic><topic>Skin diseases</topic><topic>Water loss</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Seo, Euri</creatorcontrib><creatorcontrib>Yoon, Jisun</creatorcontrib><creatorcontrib>Jung, Sungsu</creatorcontrib><creatorcontrib>Lee, Jina</creatorcontrib><creatorcontrib>Lee, Beom Hee</creatorcontrib><creatorcontrib>Yu, Jinho</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Immunology Abstracts</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of dermatology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Seo, Euri</au><au>Yoon, Jisun</au><au>Jung, Sungsu</au><au>Lee, Jina</au><au>Lee, Beom Hee</au><au>Yu, Jinho</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Phenotypes of atopic dermatitis identified by cluster analysis in early childhood</atitle><jtitle>Journal of dermatology</jtitle><addtitle>J Dermatol</addtitle><date>2019-02</date><risdate>2019</risdate><volume>46</volume><issue>2</issue><spage>117</spage><epage>123</epage><pages>117-123</pages><issn>0385-2407</issn><eissn>1346-8138</eissn><abstract>Atopic dermatitis is a chronic, relapsing, inflammatory skin disease that usually appears in early childhood and develops into a heterogeneous disease during childhood. The clinical course and treatment for atopic dermatitis can differ according to its phenotype and/or endotype. This study aimed to identify clinical phenotypes of atopic dermatitis in early childhood. Data were obtained from 572 children under 3 years of age with atopic dermatitis. Cluster analysis applied to 11 variables, and we identified four clusters of atopic dermatitis. Children in cluster A (n = 141) had early‐onset atopic dermatitis with high blood eosinophil counts, serum total immunoglobulin E and rates of sensitization to food allergens. Children in cluster B (n = 218) had early‐onset atopic dermatitis with low blood eosinophil counts, serum total immunoglobulin E and rates of sensitization to both food and inhalant allergens. Children in cluster C (n = 53) had early‐onset atopic dermatitis with high C‐reactive protein levels and white blood cell counts. Children in cluster D (n = 160) had middle‐onset atopic dermatitis with high serum total immunoglobulin E and rates of sensitization to inhalant allergens. Cluster A had the highest Scoring for Atopic Dermatitis and transepidermal water loss values. Age at onset, age at diagnosis, white blood cell count, eosinophil count, C‐reactive protein and serum total immunoglobulin E level were the strongest predictors of cluster assignment. Analysis of these six variables alone resulted in correct classification of 95.5% of the subjects. These results support the heterogeneity of atopic dermatitis, even in early childhood.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>30520087</pmid><doi>10.1111/1346-8138.14714</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-6168-7876</orcidid></addata></record> |
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subjects | Age Allergens Atopic dermatitis Blood child, preschool Childhood Children Cluster analysis Dermatitis Eczema Food allergies Immunoglobulin E Immunoglobulins infant Leukocytes (eosinophilic) phenotype Phenotypes Skin diseases Water loss |
title | Phenotypes of atopic dermatitis identified by cluster analysis in early childhood |
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