xxxxxi0001/BARNO: BARNO v1.0.0 – Initial release
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Abstract
Initial release of BARNO (Batch-Aware Regulatory Network Optimization). BARNO is a regulatory network inference framework designed to reduce batch-driven transcription factor signals while preserving biologically meaningful regulatory structure in heterogeneous transcriptomic datasets. Main features: Batch-aware regulatory network optimization based on GENIE3 Exponential penalty for regulators dominated by heterogeneous sample expression Pseudotime and state-score based regulatory trajectory analysis Multi-layer transcription factor cascade visualization Survival analysis module for regulatory signature evaluation Fully implemented as an R package BARNO can be applied to transcriptomic datasets containing: TPM…
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Keywords
- Transcriptome
- Inference
- Visualization
- Expression (computer science)
- Gene regulatory network
- Software
- Transcription factor
- Trajectory
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