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BindCompare: a novel integrated protein-nucleic acid binding analysis platform
Pranav Mahableshwarkar1,2, Jasmine Shum1,3, Mukulika Ray1
1Molecular Biology, Cell Biology, & Biochemistry Department, Brown University, Providence, RI, 02912, United States.
Bioinformatics (Oxford, England)
|November 9, 2024
Summary
BindCompare identifies novel combinations of transcription factors (TFs) and RNA binding proteins (RBPs) that co-bind to DNA and RNA. This tool generates testable hypotheses for gene regulatory networks (GRNs) governed by these combinatorial interactions.
Area of Science:
- Genomics
- Molecular Biology
- Bioinformatics
Background:
- Advanced genomic technologies yield vast protein-nucleic acid binding data, crucial for understanding gene regulatory networks (GRNs).
- Transcription factors (TFs) and RNA binding proteins (RBPs) are key regulators of gene expression, driving GRN function.
- The combinatorial mechanisms of TF-RBP interactions in gene regulation remain largely uncharacterized.
Purpose of the Study:
- To develop a computational tool for comparing and contrasting nucleic acid binding targets of multiple TFs and RBPs.
- To identify potential combinatorial relationships between TFs and RBPs.
- To generate testable hypotheses for gene regulation by co-binding factors.
Main Methods:
- Introduction of BindCompare, a user-friendly, locally runnable open-source Python package.
- BindCompare analyzes protein-nucleic acid binding data from any organism with annotated genome information.
- The tool outputs detailed genomic locations and gene information for common and unique targets.
Main Results:
- BindCompare successfully identifies TFs and RBPs that co-bind to the same DNA and/or RNA loci.
- The tool facilitates the prediction of new combinatorial regulatory relationships.
- Generated data supports the formulation of testable hypotheses regarding combinatorial gene regulation.
Conclusions:
- BindCompare is a novel tool for uncovering combinatorial TF-RBP interactions.
- It aids in dissecting complex gene regulatory mechanisms.
- The tool advances the study of GRNs by providing insights into co-binding events and their regulatory roles.

