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FinaleDB: a browser and database of cell-free DNA fragmentation patterns
Haizi Zheng1, Michelle S Zhu2, Yaping Liu1,3,4,5
1Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
FinaleDB offers a unique database of cell-free DNA whole-genome sequencing data to advance research. This resource enables deeper understanding of DNA fragmentation patterns and their links to disease.
Area of Science:
- Genomics
- Bioinformatics
- Molecular Biology
Background:
- Circulating cell-free DNA (cfDNA) shows potential as a biomarker for diseases like cancer.
- cfDNA fragmentation patterns reflect cellular origins and epigenetic states.
- Limited access to cfDNA whole-genome sequencing (WGS) data hinders computational method development.
Purpose of the Study:
- To establish FinaleDB, a comprehensive database of cfDNA WGS datasets.
- To facilitate the analysis of cfDNA fragmentation patterns.
- To integrate cfDNA data with other omics data for a holistic view.
Main Methods:
- Curated and uniformly processed de-identified cfDNA WGS datasets.
- Development of FinaleDB, a centralized data repository.
- Integration of a fragmentation genome browser with multi-omics data capabilities.
Main Results:
- Thousands of cfDNA WGS datasets are now accessible.
- FinaleDB provides a platform for analyzing genome-wide cfDNA fragmentation.
- Users can visualize cfDNA patterns alongside gene regulation data.
Conclusions:
- FinaleDB addresses the data accessibility bottleneck in cfDNA research.
- The database and browser enhance the study of cfDNA fragmentation mechanisms.
- This resource will accelerate biomarker discovery and disease understanding.
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