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).

• Comparative analysis of eccDNA and circRNA tools shows increased accuracy of tool combination.

  PMID 41738836 · PMC13154841 · GigaScience · 2026 · 8 claims · 6 setups

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  Detection accuracy of eccDNA/circRNA tools is highly influenced by sequencing depth, alignment algorithm, and experimental enrichment protocol

  genome transcriptome muscle dnase1l3 simulated circle-seq atac-seq

• Transient histone deacetylase inhibition induces cellular memory of gene expression and 3D genome folding.

  PMID 41639407 · PMC12900649 · Nature genetics · 2026 · 8 claims · 8 setups

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  Acute HDAC inhibition (TSA pulse) induces genome-wide H3K27 hyperacetylation and reorganizes the histone modification landscape, shifting more of the genome to an active state.

  e14 simulated mescs calibrated atac-seq bulk

• Chromatin architecture reprogramming reveals novel epigenetic dependencies in breast cancer.

  PMID 41412800 · PMC12849445 · Genes & development · 2026 · 7 claims · 7 setups

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  H3K9 methylation and the demethylase KDM4C, through association with SWI/SNF, drive proliferation of cells fated to become endocrine-resistant via a nongenomic estrogen-mediated mechanism

  parental t47d esr1 scrna-seq hi-c atac-seq

• 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

• Extrusion fountains are hallmarks of chromosome organization emerging upon zygotic genome activation.

  PMID 41690937 · PMC13018191 · Nature communications · 2026 · 8 claims · 8 setups

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  Fountains are a distinct class of Hi-C chromatin feature, different from TADs/stripes/compartments, that emerge as the earliest hallmark of chromosome organization shortly after ZGA in zebrafish

  danio zebrafish medaka xenopus hi-c chip-seq atac-seq

• Genetic Surveillance Reveals Differential Evolutionary Dynamic of Anopheles gambiae Under Contrasting Insecticidal Tools Used in Malaria Control.

  PMID 41773559 · PMC12954828 · Molecular ecology · 2026 · 6 claims · 8 setups

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  Despite substantial reductions in indoor mosquito densities, nucleotide diversity and linkage-disequilibrium-based estimates showed no significant decline in effective population size after intervention

  anopheles gambiae simulated whole-genome principal linkage

• Accurate chromatin marks peak calling with Omnipeak.

  PMID 41521664 · PMC12784980 · Nucleic acids research · 2026 · 8 claims · 6 setups

  Has reproduction · 77

  Omnipeak is a universal unsupervised peak-calling algorithm based on a constrained three-state hidden Markov model (zero, noise, signal states)

  gm12878 roadmap abf immgen chip-seq ultra-low-input atac-seq