{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T07:52:00Z","timestamp":1791273120393,"version":"4.1.0"},"reference-count":35,"publisher":"Wiley","issue":"10","license":[{"start":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T00:00:00Z","timestamp":1791244800000},"content-version":"vor","delay-in-days":5,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42371429"],"award-info":[{"award-number":["42371429"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Pediatric Allergy Immunology"],"published-print":{"date-parts":[[2026,10]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Purpose<\/jats:title>\n                    <jats:p>Childhood allergic diseases often coexist, but phenotype\u2010based evidence that includes food and drug allergy remains limited. The study aimed to derive potential allergic comorbidity phenotypes across five allergic diseases (eczema, rhinitis, asthma, food allergy, and drug allergy) and examine associations between identified phenotypic clusters and associated health outcomes in children and adolescents.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>In this population\u2010based cross\u2010sectional study, 18,371 children and adolescents aged 3\u201314\u2009years were enrolled from Beijing and Tangshan. Parent\u2010reported physician diagnoses of eczema, rhinitis, and asthma, together with questionnaire\u2010based food and drug allergy, were analyzed using latent class analysis (LCA). Multinomial and binary logistic regression models were used to identify factors associated with allergic phenotype membership and to assess associations between phenotype membership and related health outcomes, respectively.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Three phenotypes were identified via LCA: low\u2010allergy (13,505, 73.5%), rhinitis\u2010dominant (3147, 17.1%), and multi\u2010allergic (1719, 9.4%). Female sex, higher maternal education, middle household income, and shorter outdoor time were associated with significantly higher odds of both rhinitis\u2010dominant and multi\u2010allergic phenotypes. Early\u2010life factors were mainly associated with the rhinitis\u2010dominant phenotype. Longer sitting time and 1\u20132\/week fast\u2010food intake were associated with the multi\u2010allergic phenotype. Compared with the low\u2010allergy phenotype, rhinitis\u2010dominant and multi\u2010allergic phenotypes showed higher odds of upper respiratory infections (adjusted odds ratio: 4.40 and 3.48) and lower respiratory infections (2.49 and 2.57). Associations with dental caries were relatively weak. Sensitivity analyses supported the respiratory infection findings.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Three distinct allergic comorbidity phenotypes were identified in Chinese children aged 3\u201314\u2009years, with two adverse phenotypes (rhinitis\u2010dominant and multi\u2010allergic) sharing lifestyle correlates yet differing in early\u2010life exposure associations. Importantly, both phenotypes were independently associated with a higher likelihood of respiratory infections.<\/jats:p>\n                    <jats:p>\n                      <jats:boxed-text content-type=\"graphic\" position=\"anchor\">\n                        <jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" mimetype=\"image\/png\" position=\"anchor\" specific-use=\"enlarged-web-image\" xlink:href=\"graphic\/pai70501-gra-0001-m.png\">\n                          <jats:alt-text>image<\/jats:alt-text>\n                        <\/jats:graphic>\n                      <\/jats:boxed-text>\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.1111\/pai.70501","type":"journal-article","created":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T07:08:05Z","timestamp":1791270485000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Phenotypic patterns of allergic comorbidity and associated health outcomes in children and adolescents: A population\u2010based latent class study"],"prefix":"10.1111","volume":"37","author":[{"given":"Wenqian","family":"Zhang","sequence":"first","affiliation":[{"name":"Center for Evidence\u2010Based Medicine, Capital Center for Children's Health Capital Institute of Pediatrics, Capital Medical University  Beijing China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Che","family":"Li","sequence":"additional","affiliation":[{"name":"Center for Evidence\u2010Based Medicine, Capital Center for Children's Health Capital Institute of Pediatrics, Capital Medical University  Beijing China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoqian","family":"Wang","sequence":"additional","affiliation":[{"name":"Capital Institute of Pediatrics Chinese Academy of Medical Sciences &amp; Peking Union Medical College  Beijing China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fangjieyi","family":"Zheng","sequence":"additional","affiliation":[{"name":"Center for Evidence\u2010Based Medicine, Capital Center for Children's Health Capital Institute of Pediatrics, Capital Medical University  Beijing China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4914-1969","authenticated-orcid":false,"given":"Zhixin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Pediatrics China\u2010Japan Friendship Hospital  Beijing China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1715-3372","authenticated-orcid":false,"given":"Wenquan","family":"Niu","sequence":"additional","affiliation":[{"name":"Center for Evidence\u2010Based Medicine, Capital Center for Children's Health Capital Institute of Pediatrics, Capital Medical University  Beijing China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,10,6]]},"reference":[{"issue":"1","key":"e_1_2_12_2_1","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1016\/j.jaci.2018.11.006","article-title":"The atopic march and atopic multimorbidity: many trajectories, many pathways","volume":"143","author":"Paller AS","year":"2019","journal-title":"J Allergy Clin Immunol"},{"issue":"2","key":"e_1_2_12_3_1","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1016\/j.iac.2022.01.001","article-title":"Pediatric drug allergy","volume":"42","author":"Prosty C","year":"2022","journal-title":"Immunol Allergy Clin N Am"},{"issue":"3","key":"e_1_2_12_4_1","doi-asserted-by":"crossref","DOI":"10.1183\/13993003.02866-2021","article-title":"The burden of asthma, hay fever and eczema in children in 25 countries: GAN phase I study","volume":"60","author":"Garc\u00eda\u2010Marcos L","year":"2022","journal-title":"Eur Respir J"},{"issue":"1","key":"e_1_2_12_5_1","doi-asserted-by":"crossref","first-page":"3724","DOI":"10.1186\/s12889-025-24928-x","article-title":"Factors associated with allergic diseases in Chinese children aged 6\u201014\u2009years","volume":"25","author":"Wang Q","year":"2025","journal-title":"BMC Public Health"},{"issue":"2","key":"e_1_2_12_6_1","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1016\/S2213-2600(13)70277-7","article-title":"Comorbidity of eczema, rhinitis, and asthma in IgE\u2010sensitised and non\u2010IgE\u2010sensitised children in MeDALL: a population\u2010based cohort study","volume":"2","author":"Pinart M","year":"2014","journal-title":"Lancet Respir Med"},{"issue":"1","key":"e_1_2_12_7_1","doi-asserted-by":"crossref","DOI":"10.3390\/medicina60010021","article-title":"Atopic march or atopic multimorbidity\u2010overview of current research","volume":"60","author":"Mrki\u0107 Kobal I","year":"2023","journal-title":"Medicina (Kaunas)"},{"issue":"12","key":"e_1_2_12_8_1","doi-asserted-by":"crossref","first-page":"1242","DOI":"10.1111\/cea.70109","article-title":"Distinct risk factors contribute to variations in early life eczema prevalence in ethnically Chinese children from Shanghai and Singapore","volume":"55","author":"Lau HX","year":"2025","journal-title":"Clin Exp Allergy"},{"issue":"5","key":"e_1_2_12_9_1","article-title":"Factors influencing asthma in children at early childhood development Centres in a densely populated urban informal township in Gauteng Province, South Africa","volume":"13","author":"Thompson V","year":"2026","journal-title":"Children (Basel)"},{"issue":"5","key":"e_1_2_12_10_1","doi-asserted-by":"crossref","first-page":"486","DOI":"10.1001\/jamapediatrics.2025.6105","article-title":"Risk factors for the development of food allergy in infants and children: a systematic review and meta\u2010analysis","volume":"180","author":"Islam N","year":"2026","journal-title":"JAMA Pediatr"},{"issue":"175","key":"e_1_2_12_11_1","doi-asserted-by":"crossref","DOI":"10.1183\/16000617.0160-2024","article-title":"Machine learning\u2010derived asthma and allergy trajectories in children: a systematic review and meta\u2010analysis","volume":"34","author":"Lisik D","year":"2025","journal-title":"Eur Respir Rev"},{"key":"e_1_2_12_12_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4168\/aair.2025.17.1.1","article-title":"Navigating the asthma maze in children through trajectories with allergic comorbidities","volume":"17","author":"Kim HB","year":"2025","journal-title":"Allergy, Asthma Immunol Res"},{"issue":"1","key":"e_1_2_12_13_1","doi-asserted-by":"crossref","first-page":"e63","DOI":"10.1097\/CCM.0000000000004710","article-title":"Practitioner's guide to latent class analysis: methodological considerations and common pitfalls","volume":"49","author":"Sinha P","year":"2021","journal-title":"Crit Care Med"},{"issue":"8","key":"e_1_2_12_14_1","doi-asserted-by":"crossref","first-page":"950","DOI":"10.1164\/rccm.202110-2418OC","article-title":"Evolution of eczema, wheeze, and rhinitis from infancy to early adulthood: four birth cohort studies","volume":"206","author":"Haider S","year":"2022","journal-title":"Am J Respir Crit Care Med"},{"issue":"8","key":"e_1_2_12_15_1","doi-asserted-by":"crossref","first-page":"973","DOI":"10.1111\/all.12640","article-title":"Phenotyping asthma, rhinitis and eczema in MeDALL population\u2010based birth cohorts: an allergic comorbidity cluster","volume":"70","author":"Garcia\u2010Aymerich J","year":"2015","journal-title":"Allergy"},{"issue":"1","key":"e_1_2_12_16_1","doi-asserted-by":"crossref","first-page":"226","DOI":"10.1186\/s12887-025-05567-y","article-title":"Clustering unhealthy lifestyle factors in Chinese children and adolescents with overweight or obesity","volume":"25","author":"Wang Q","year":"2025","journal-title":"BMC Pediatr"},{"key":"e_1_2_12_17_1","doi-asserted-by":"crossref","DOI":"10.3389\/fnut.2023.1228799","article-title":"Prevalence of malnutrition and its associated factors among 18,503 Chinese children aged 3\u201014\u2009years","volume":"10","author":"Zhang X","year":"2023","journal-title":"Front Nutr"},{"issue":"6","key":"e_1_2_12_18_1","doi-asserted-by":"crossref","first-page":"607","DOI":"10.1530\/EC-21-0147","article-title":"Identification and characterization of factors associated with short stature and pre\u2010shortness in Chinese preschool\u2010aged children","volume":"10","author":"Yang M","year":"2021","journal-title":"Endocr Connect"},{"issue":"10","key":"e_1_2_12_19_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v042.i10","article-title":"poLCA: an R package for polytomous variable latent class analysis","volume":"42","author":"Linzer DA","year":"2011","journal-title":"J Stat Softw"},{"issue":"1","key":"e_1_2_12_20_1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/10705511.2014.935265","article-title":"Eliminating bias in classify\u2010analyze approaches for latent class analysis","volume":"22","author":"Bray BC","year":"2015","journal-title":"Struct Equ Modeling"},{"issue":"10","key":"e_1_2_12_21_1","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pmed.1001748","article-title":"Developmental profiles of eczema, wheeze, and rhinitis: two population\u2010based birth cohort studies","volume":"11","author":"Belgrave DC","year":"2014","journal-title":"PLoS Med"},{"issue":"6","key":"e_1_2_12_22_1","doi-asserted-by":"crossref","DOI":"10.1002\/clt2.12270","article-title":"Birth order, sibship size, and risk of atopic dermatitis, food allergy, and atopy: a systematic review and meta\u2010analysis","volume":"13","author":"Lisik D","year":"2023","journal-title":"Clin Transl Allergy"},{"issue":"8","key":"e_1_2_12_23_1","doi-asserted-by":"crossref","first-page":"3433","DOI":"10.1007\/s00431-024-05580-w","article-title":"Breastfeeding and risk of food allergy and allergic rhinitis in offspring: a systematic review and meta\u2010analysis of cohort studies","volume":"183","author":"Ding Y","year":"2024","journal-title":"Eur J Pediatr"},{"issue":"12","key":"e_1_2_12_24_1","doi-asserted-by":"crossref","DOI":"10.1001\/jamanetworkopen.2025.51690","article-title":"Atopic disease development in offspring conceived via assisted reproductive technology","volume":"8","author":"Hsieh YC","year":"2025","journal-title":"JAMA Netw Open"},{"issue":"4","key":"e_1_2_12_25_1","doi-asserted-by":"crossref","DOI":"10.3390\/ijerph18041416","article-title":"Nature exposure and its effects on immune system functioning: a systematic review","volume":"18","author":"Andersen L","year":"2021","journal-title":"Int J Environ Res Public Health"},{"issue":"6","key":"e_1_2_12_26_1","doi-asserted-by":"crossref","DOI":"10.1111\/pai.13807","article-title":"Environmental influences on childhood allergies and asthma \u2010 the farm effect","volume":"33","author":"Frei R","year":"2022","journal-title":"Pediatr Allergy Immunol"},{"issue":"10","key":"e_1_2_12_27_1","doi-asserted-by":"crossref","first-page":"901","DOI":"10.1111\/resp.13339","article-title":"Is the consumption of fast foods associated with asthma or other allergic diseases?","volume":"23","author":"Wang CS","year":"2018","journal-title":"Respirology"},{"issue":"9","key":"e_1_2_12_28_1","doi-asserted-by":"crossref","DOI":"10.1111\/pai.14231","article-title":"Ultra\u2010processed foods, allergy outcomes and underlying mechanisms in children: an EAACI task force report","volume":"35","author":"Berni Canani R","year":"2024","journal-title":"Pediatr Allergy Immunol"},{"key":"e_1_2_12_29_1","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/j.jpeds.2016.03.063","article-title":"Associations of physical activity and sedentary behavior with atopic disease in United States children","volume":"174","author":"Strom MA","year":"2016","journal-title":"J Pediatr"},{"issue":"1","key":"e_1_2_12_30_1","doi-asserted-by":"crossref","first-page":"320","DOI":"10.1186\/s12890-025-03779-7","article-title":"Sedentary behaviors, physical activity, and risk of allergic rhinitis and asthma: evidence from cohort and mendelian randomization studies","volume":"25","author":"Wang X","year":"2025","journal-title":"BMC Pulm Med"},{"issue":"1","key":"e_1_2_12_31_1","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1186\/s12887-024-05218-8","article-title":"Associations of multiple lifestyle behaviors with allergic disease symptoms and sensitization in 9\u201011\u2010year\u2010old Finnish children","volume":"24","author":"Peltonen H","year":"2024","journal-title":"BMC Pediatr"},{"issue":"6","key":"e_1_2_12_32_1","article-title":"Recurrent infections in allergic pediatric patients: an immune system problem? A narrative review","volume":"12","author":"Galv\u00e1n C","year":"2025","journal-title":"Children (Basel)"},{"issue":"2","key":"e_1_2_12_33_1","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.jacig.2021.12.005","article-title":"Moderate\u2010to\u2010severe lower respiratory tract infection in early life is associated with increased risk of polysensitization and atopic dermatitis: findings from the CHILD study","volume":"1","author":"Medeleanu M","year":"2022","journal-title":"J Allergy Clin Immunol Glob"},{"issue":"2","key":"e_1_2_12_34_1","doi-asserted-by":"crossref","first-page":"168","DOI":"10.15586\/aei.v51i2.752","article-title":"Allergic rhinitis and dental caries: a systematic review","volume":"51","author":"Calvo\u2010Henriquez C","year":"2023","journal-title":"Allergol Immunopathol (Madr)"},{"issue":"9","key":"e_1_2_12_35_1","doi-asserted-by":"crossref","DOI":"10.3390\/nu17091590","article-title":"Are we meeting the needs? A systematic review of nutritional gaps and growth outcomes in children with multiple food allergies","volume":"17","author":"Di Cesare G","year":"2025","journal-title":"Nutrients"},{"issue":"3","key":"e_1_2_12_36_1","doi-asserted-by":"crossref","first-page":"579","DOI":"10.1016\/j.jaip.2024.01.027","article-title":"Identifying children at risk of growth and nutrient deficiencies in the food allergy clinic","volume":"12","author":"Venter C","year":"2024","journal-title":"J Allergy Clin Immunol Pract"}],"container-title":["Pediatric Allergy and Immunology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/pai.70501","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1111\/pai.70501","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/pai.70501","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T07:08:11Z","timestamp":1791270491000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/pai.70501"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10]]},"references-count":35,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2026,10]]}},"alternative-id":["10.1111\/pai.70501"],"URL":"https:\/\/doi.org\/10.1111\/pai.70501","archive":["Portico"],"relation":{},"ISSN":["0905-6157","1399-3038"],"issn-type":[{"value":"0905-6157","type":"print"},{"value":"1399-3038","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,10]]},"assertion":[{"value":"2026-07-06","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-09-18","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-10-06","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e70501"}}