Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• CIRCE: a scalable Python package to predict cis-regulatory DNA interactions from single-cell chromatin accessibility data.

  PMID 41734268 · PMC12987762 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  CIRCE re-implements the Cicero co-accessibility algorithm in Python, producing near-identical results while running much faster and using far less memory

  bmmc pbmc foetal cis-regulatory enhancer-promoter scalability

• Aligned cross-modal integration and regulatory heterogeneity characterization of single-cell multiomic data with deep contrastive learning.

  PMID 41588477 · PMC12833949 · Genome medicine · 2026 · 8 claims · 4 setups

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  scMDCF outperforms existing state-of-the-art scMulti-omics integration and clustering models across various types of scMulti-omics datasets, including robustness against batch effects

  single immune dorsolateral cite-seq scrna-atac-seq snmulti-omics

• Transcriptomic Data Meta-Analysis Sheds Light on High Light Response in Arabidopsis thaliana L.

  PMID 35457273 · PMC9026532 · International journal of molecular sciences · 2022 · 7 claims · 6 setups

  Has reproduction · 88

  Meta-analysis of five transcriptomic experiments identified 1151 differentially expressed genes that compose a coordinated gene network responding to high light stress

  arabidopsis deg promoter selected meta-analysis transcription hexamer

• Uncertainty-aware genomic deep learning with knowledge distillation.

  PMID 41523993 · PMC12779563 · NPJ artificial intelligence · 2026 · 7 claims · 6 setups

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  DEGU distills an ensemble of teacher DNNs into a single student model by jointly predicting the ensemble mean and the variability (epistemic uncertainty) across ensemble predictions.

  drosophila k562 deepstarr starr-seq starr-seq-derived lentimpra base-resolution

• Atlas of nascent RNA transcripts reveals tissue-specific enhancer to gene linkages.

  PMID 40281430 · PMC12032694 · BMC genomics · 2025 · 7 claims · 8 setups

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  A large repository of nascent run-on RNA-seq samples (DBNascent) was assembled and uniformly processed to identify sites of bidirectional transcription genome-wide.

  bidirectional across high-quality nascent comparative eqtl

• Feed-forward loops by NR5A2 ensure robust gene activation during pre-implantation development.

  PMID 41355514 · PMC12848575 · Development (Cambridge, England) · 2026 · 8 claims · 8 setups

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  NR5A2 chromatin binding is dynamic, changing genome-wide from the 2-cell to the morula stage, with peak numbers and target regions (e.g. SINE B1/Alu) shifting over developmental time

  2-cell embryonic 8-cell zygotes cut&tag chip-seq h3k27ac

• Systems biology of gene regulation fulfills its promise.

  PMID 16719937 · PMC1779525 · Genome biology · 2006 · 8 claims · 8 setups

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  Suz12, a Polycomb Group complex component, has DNA targets identifiable by ChIP-chip and can silence large genomic regions in a cell-type-specific manner.

  unspecified embryonic five yeast chip-chip chip-pet computational