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Comorbidities in Childhood Celiac Disease: A Phenome Wide Association Study Using the Electronic Health Record
Ariana Prinzbach1, Soheil Moosavinasab2, Steve Rust2
1The Ohio State University College of Medicine, The Ohio State University.
Insights
This study used electronic health records to identify new symptoms and conditions associated with celiac disease (CD) in children. Researchers found a significant link between CD and eosinophilic disorders of the esophagus.
Area of Science:
- Pediatric autoimmune diseases
- Gastroenterology and clinical immunology
- Electronic health record (EHR) research methodology
Background:
- Celiac disease (CD) presents with various extraintestinal autoimmune and inflammatory conditions.
- Understanding these comorbidities is crucial for early CD identification and preventing long-term complications.
- Characterizing the full clinical spectrum of CD aids in diagnosis and management.
Purpose of the Study:
- To confirm known comorbidities of celiac disease (CD) in children.
- To discover novel associations and enhance the clinical presentation characterization of CD.
- To leverage an electronic health record (EHR)-based Phenome Wide Association Study (PheWAS) for unbiased discovery.
Main Methods:
- Utilized Nationwide Children's Hospital EHR data for 433 confirmed CD cases and 4330 matched controls.
- Employed an EHR-based PheWAS method to screen International Classification of Diseases, 10th revision (ICD-10) codes for associations with CD.
- Performed Fisher's Exact tests for statistical significance and validated 14 previously identified CD comorbidities.
Main Results:
- Identified 45 ICD-10 codes significantly associated with CD, including 13 known comorbidities and 9 expected symptoms.
- Confirmed a significant association between celiac disease and eosinophilic disorders of the esophagus.
- Found that 8 out of 14 previously identified comorbidities were significantly associated with CD.
Conclusions:
- EHR-based PheWAS is an effective, efficient, and cost-effective tool for identifying and validating CD comorbidities.
- This study is the first PheWAS to confirm a significant association between eosinophilic esophagitis and celiac disease in a controlled setting.
- The findings enhance the understanding of CD's clinical presentation and associated conditions in pediatric populations.
Objectives:
Celiac disease (CD) is associated with a variety of extraintestinal autoimmune and inflammatory findings that manifest clinically as symptoms and comorbidities. Understanding these comorbidities may improve identification of the disease and prevent sequelae. In this study, we use an unbiased electronic health record (EHR)-based Phenome Wide Association Study (PheWAS) method to confirm known comorbidities, discover novel associations and enhance characterization of the clinical presentation of CD in children.
Methods:
Data were extracted from the Nationwide Children's Hospital EHR. Confirmed CD cases (n = 433) were matched with 4330 randomly selected controls. Utilizing an EHR-based PheWAS method to analyze associations of phenotypes with CD, we conducted an unbiased screening of all International Classification of Diseases, 10th revision diagnostic codes and examined significance by performing Fisher's Exact tests. We further tested for the association between CD and 14 previously identified comorbidities in an a priori fashion.
Results:
We found 45 International Classification of Diseases, 10th revision codes significantly associated with CD. Thirteen are known comorbidities and nine are expected symptoms of CD, thus validating our study methods. Further investigation found symptoms that characterized CD clinically and discovered a significant association between eosinophilic disorders of the esophagus and CD. Of 14 previously identified comorbidities, 8 were significantly associated with CD.
Conclusions:
An EHR-based PheWAS method is a powerful, efficient, and cost-effective method to screen for possible CD comorbidities and validate associations at the population level. Ours is the first PheWAS of CD to confirm a significant association of eosinophilic disorders of the esophagus with CD in a controlled study.
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