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https://doi.org/10.1111/cea.13993
Title: | Atopic dermatitis trajectories to age 8 years in the GUSTO cohort | Authors: | Noor H. A. Suaini Gaik Chin Yap Bui Do Phuong Tung Evelyn Xiu Ling Loo Anne Eng Neo Goh Teoh Oon Hoe Kok Hian Tan Keith M. Godfrey Bee Wah Lee Lynette Pei-chi Shek Hugo Van Bever Yap Seng Chong Elizabeth Huiwen Tham |
Keywords: | atopic dermatitis trajectories wheezing rhinitis machine learning |
Issue Date: | 26-Jul-2021 | Publisher: | Wiley | Citation: | Noor H. A. Suaini, Gaik Chin Yap, Bui Do Phuong Tung, Evelyn Xiu Ling Loo, Anne Eng Neo Goh, Teoh Oon Hoe, Kok Hian Tan, Keith M. Godfrey, Bee Wah Lee, Lynette Pei-chi Shek, Hugo Van Bever, Yap Seng Chong, Elizabeth Huiwen Tham (2021-07-26). Atopic dermatitis trajectories to age 8 years in the GUSTO cohort. Clinical and Experimental Allergy. ScholarBank@NUS Repository. https://doi.org/10.1111/cea.13993 | Abstract: | Background The heterogeneity of childhood atopic dermatitis (AD) underscores the need to understand latent phenotypes that may inform risk stratification and disease prognostication. Objective To identify AD trajectories across the first 8 years of life, investigate risk factors associated with each trajectory and their relationships with other comorbidities. Methods Data were collected prospectively from 1152 mother-offspring dyads in the Growing Up in Singapore Towards healthy Outcomes (GUSTO) cohort from ages 3 months to 8 years. AD was defined based on parent-reported doctor’s diagnosis. An unsupervised machine learning technique was used to determine AD trajectories. Results Three AD trajectories were identified: early onset transient (6.3%), late onset persistent (6.3%) and early onset persistent (2.1%), alongside a no AD/reference group (85.2%). Early onset transient AD was positively associated with male gender, family history of atopy, house dust mite sensitization and some measures of wheezing. Early onset persistent AD was associated with antenatal/intrapartum antibiotic use, food sensitization and some measures of wheezing. Late onset persistent AD was associated with a family history of atopy, some measures of house dust mite sensitization and some measures of allergic rhinitis and wheezing. Conclusion and Clinical Relevance Three AD trajectories were identified in this birth cohort, with different risk factors and prognostic implications. Further work is needed to understand the molecular and immunological origins of these phenotypes. | Source Title: | Clinical and Experimental Allergy | URI: | https://scholarbank.nus.edu.sg/handle/10635/195649 | ISSN: | 09547894 | DOI: | 10.1111/cea.13993 |
Appears in Collections: | Elements Staff Publications |
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GUSTO_AD_Trajectories_revised_V3.7_cleaned_090721.pdf | 219.22 kB | Adobe PDF | OPEN | None | View/Download | |
GA_Suaini CEA-OA-2021-0143.R1.pdf | 101.19 kB | Adobe PDF | OPEN | None | View/Download | |
Highlights_ Suaini CEA-OA-2021-0143.R1.pdf | 12.98 kB | Adobe PDF | OPEN | None | View/Download | |
Supporting_information_V3.4_090721.pdf | 120.73 kB | Adobe PDF | OPEN | None | View/Download | |
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