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Developing OCHROdb, a comprehensive quality checked database of open chromatin regions from sequencing data.
Parisa Shooshtari1,2,3,4,5, Samantha Feng6,7, Viswateja Nelakuditi8
1Department of Pathology and Lab Medicine, University of Western Ontario, London, ON, N6A 5C1, Canada. pshoosh@uwo.ca.
Scientific Reports
|May 18, 2023
Summary
We created OCHROdb, a quality-checked database of open chromatin regions across 194 human cell types. This resource enables uniform comparison of regulatory site accessibility for gene regulation studies.
Area of Science:
- Genomics
- Epigenetics
- Computational Biology
Background:
- Large-scale datasets of open chromatin regions are available from consortia like ENCODE.
- Current datasets identify open chromatin in individual samples, limiting cross-sample comparisons.
- A need exists for uniform comparison of regulatory site accessibility and quality checking across multiple cell types.
Purpose of the Study:
- To integrate and uniformly process diverse open chromatin datasets.
- To develop a quality-checked database of open chromatin regions for human cell types.
- To facilitate correlation of chromatin accessibility with gene expression.
Main Methods:
- Integrated 828 DNase-I hypersensitive sequencing samples.
- Uniformly processed sequencing data.
- Clustered regulatory regions and performed replication-based quality checking.
Main Results:
- Developed the Open CHROmatin database (OCHROdb).
- OCHROdb contains quality-checked open chromatin regions for 194 human cell types and cell lines.
- The database allows for uniform comparison and quality assessment of regulatory sites.
Conclusions:
- OCHROdb provides a comprehensive, quality-controlled reference for gene regulatory studies.
- The resource enables analysis of chromatin accessibility across diverse human cell types.
- Public availability facilitates research in gene regulation, disease, and cell development.
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