otherOpen MINDMar 17, 2026GREEN OA

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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Topics & keywords

Keywords
  • Transcriptome
  • Inference
  • Visualization
  • Expression (computer science)
  • Gene regulatory network
  • Software
  • Transcription factor
  • Trajectory
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