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Constructing a database for the relations between CNV and human genetic diseases via systematic text mining.
Xi Yang1, Zhuo Song2, Chengkun Wu3,4
1School of Computer Science, National University of Defense Technology, Changsha, 410073, China.
This study introduces CNVdigest, a database linking copy number variations (CNVs) to diseases using text mining. It provides crucial literature context for rare CNVs, aiding clinical geneticists in interpretation.
Area of Science:
- Genomics
- Bioinformatics
- Medical Genetics
Background:
- Copy number variations (CNVs) are clinically significant in genetic testing.
- Existing databases aid CNV interpretation, but lack detailed literature context for rare variants.
- Clinical geneticists require original literature context for comprehensive CNV analysis.
Purpose of the Study:
- To construct a comprehensive database of CNV-disease relationships using systematic text mining.
- To develop a user-friendly front-end for analyzing CNV/disease associations.
- To provide accessible literature context for rare CNVs.
Main Methods:
- Systematic text mining approach to identify and extract CNV-disease correlations from literature.
- Annotation of CNV and disease mentions within extracted sentences.
- Development of a database (CNVdigest) to store indexed sentences.
Main Results:
- CNVdigest contains 440,485 sentences detailing CNV-disease relationships.
- The database encompasses 1582 unique CNVs and 2425 distinct diseases.
- Sentences are indexed with annotated CNV and disease mentions for efficient retrieval.
Conclusions:
- A novel text mining method successfully constructed a CNV-disease relationship database.
- A user-friendly web interface facilitates the analysis of CNV/disease associations.
- The CNVdigest system is publicly available for clinical and research use.
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