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VariCarta: A Comprehensive Database of Harmonized Genomic Variants Found in Autism Spectrum Disorder Sequencing
Manuel Belmadani1,2, Matthew Jacobson1,2, Nathan Holmes1,2
1Michael Smith Laboratories, UBC, Vancouver, British Columbia, Canada.
VariCarta is a new web database that standardizes genomic variants found in Autism Spectrum Disorder (ASD) research. It addresses data inconsistencies across studies to improve the reliability of genetic findings in ASD.
Area of Science:
- Genomics
- Bioinformatics
- Neurodevelopmental Disorders
Background:
- Next-generation sequencing has increased the identification of genomic variants in Autism Spectrum Disorder (ASD).
- High genetic heterogeneity in ASD necessitates large sample sizes and data aggregation across studies.
- Methodological inconsistencies and subject overlap hinder effective data aggregation in ASD research.
Purpose of the Study:
- To develop VariCarta, a web-based database for collecting, reconciling, and cataloging literature-derived genomic variants in ASD.
- To address challenges in data aggregation, including methodological inconsistencies and subject overlap.
- To provide a harmonized and consistently curated resource for ASD genomic variant data.
Main Methods:
- Semi-manual curation of literature-derived genomic variants in ASD subjects.
- Development of a robust data import pipeline for error rectification and standardization.
- Identification and harmonization of cohort overlaps to prevent data inflation.
Main Results:
- VariCarta currently contains 170,416 variant events from 10,893 subjects across 61 publications.
- The database reconciles 16,202 variants reported multiple times in the literature.
- Data harmonization prevents potential double counting of variants, enhancing evidence reliability.
Conclusions:
- VariCarta provides a valuable, harmonized resource for ASD genomic variant data.
- The database facilitates more accurate and accessible analysis of genetic factors in ASD.
- Improved data aggregation through VariCarta supports the identification of causative genomic variants in ASD.
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