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Developing a Phenotype Risk Score for Tic Disorders in a Large, Clinical Biobank
Tyne W Miller-Fleming1,2, Annmarie Allos1,3, Emily Gantz4,5,6
1Vanderbilt Genetics Institute, Vanderbilt University Medical Center, TN, USA.
Medrxiv : the Preprint Server for Health Sciences
|March 3, 2023
Summary
Tics, often linked to neurodevelopmental disorders, are better understood using electronic health records. A new phenotype risk score identifies associated conditions like ADHD and autism, aiding future research.
Area of Science:
- Neuroscience
- Genetics
- Pediatrics
Background:
- Tics are involuntary movements/sounds common in early-onset neurodevelopmental disorders, affecting up to 2% of children.
- The genetic and phenotypic heterogeneity of tic disorders complicates understanding their underlying causes.
Approach:
- Leveraged dense phenotype data from electronic health records (EHRs) within a clinical biobank.
- Conducted a phenome-wide association study (PWAS) to identify features associated with tic disorders.
- Developed and validated a phenotype risk score for tic disorders using EHR data.
Key Points:
- PWAS identified 69 significantly associated phenotypes, predominantly neuropsychiatric conditions.
- Obsessive compulsive disorder, ADHD, autism, and anxiety were notably enriched in tic disorder cases.
- The phenotype risk score was significantly higher in clinician-validated tic cases in an independent cohort.
Conclusions:
- Large-scale EHR data can elucidate phenotypically complex diseases like tic disorders.
- The developed phenotype risk score offers a quantitative measure for disease risk assessment.
- This score can aid in assigning individuals for case-control studies and downstream analyses.
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