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).

• Variant-resolved prediction of context-specific isoform variation with a graph-based attention model.

  PMID 41547351 · PMC13069856 · Cell genomics · 2026 · 8 claims · 8 setups

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  Otari, an attention-based graph neural network trained on long-read transcriptomes across 30 tissues/brain regions, predicts tissue-specific differential isoform abundance

  tissues genomic gtex hgmd long-read variant splice

• 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

• Tet2 modulates ER stress responses related to β-cell death and autoimmunity in diabetes.

  PMID 41782826 · PMC12955150 · iScience · 2026 · 8 claims · 6 setups

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  Tet2-deficient NOD mice transplanted with WT bone marrow show fewer islet-infiltrating lymphocytes beginning 8–10 weeks post-transplant, primarily among CD4+ T cells

  islets islet islet-infiltrating cadaveric flow single-cell single-nucleus

• 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

• Modeling nascent transcription from chromatin landscape and structure with CLASTER.

  PMID 41691282 · PMC13011747 · Genome biology · 2026 · 7 claims · 8 setups

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  CLASTER, a deep neural network combining chromatin landscape tracks and 3D contact maps, accurately predicts kilobasepair-resolution nascent RNA (EU-seq) profiles in a DNA-sequence-agnostic manner

  embryonic mescs chromatin k562 eu-seq chip-seq micro-c

• The changing face of genomics.

  PMID 15128443 · PMC416465 · Genome biology · 2004 · 8 claims · 8 setups

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  Genome-wide ChIP-chip mapping of ~200 yeast transcriptional regulators across environmental conditions reveals general principles of promoter architecture and regulatory response types

  yeast drosophila zebrafish elegans chip-chip comparative insertional

• Epigenetic loss of heterogeneity from low to high grade localized prostate tumours.

  PMID 34911933 · PMC8674326 · Nature communications · 2021 · 8 claims · 7 setups

  Has reproduction · 79

  Low-grade (Gleason pattern 3) prostate cancer cells share chromatin accessibility features that are lost in high-grade (Gleason pattern 4) tumours

  flash-frozen tcga single differentially single-cell bulk topic

• 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

• CRISPR-based functional genomics for dissecting therapeutic dependency in primary acute myeloid leukemia samples.

  PMID 41759529 · PMC13036604 · Molecular cell · 2026 · 8 claims · 8 setups

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  An optimized dual-lentiviral CRISPR-Cas9 knockout system with fluorescent markers, SFFV promoter, and improved sgRNA backbone (LRG2.1) achieves efficient, low-toxicity gene editing in AML PDX and primary patient samples

  aml pdx#2263 molm-13 pdx#062614 crispr pooled domain-focused

• Single-cell atlas of the developing Down syndrome brain cortex.

  PMID 41545595 · PMC13004680 · Nature medicine · 2026 · 8 claims · 8 setups

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  RORB/FOXP1-expressing L4-like excitatory neurons are subtype-specifically and dramatically reduced in Down syndrome fetal cortex, especially at later stages (PCW16-20)

  fetal excitatory neural humanized single-nucleus immunostaining compositional

• Comparative multi-omic analysis reveals conserved and derived mechanisms of fin and limb regeneration.

  PMID 41571662 · PMC12923738 · Nature communications · 2026 · 8 claims · 8 setups

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  Fin and limb regeneration share conserved proximal and distal blastema territory markers, DNA damage repair activation, hif1a-mediated hypoxia response, and sequential pro-/anti-inflammatory gene programs.

  polypterus axolotl zebrafish regenerating single-nucleus spatial single-cell

• Centromere organization and epigenetic regulation in Aristolochia fimbriata.

  PMID 41761339 · PMC13049873 · Genome biology · 2026 · 8 claims · 8 setups

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  A complete gapless telomere-to-telomere (T2T) genome assembly of A. fimbriata was constructed, substantially improving on the previous v1 assembly.

  aristolochia fimbriata pacbio hi-c cenh3

• Single-nucleus multiomic profiling of the aging mouse substantia nigra reveals conserved gene alterations linked to Parkinson's disease.

  PMID 41781332 · PMC13138337 · Genome research · 2026 · 8 claims · 7 setups

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  Single-nucleus multiome (RNA+ATAC) sequencing of mouse substantia nigra across four age stages (2, 6, 12, 18 months) yields a 40,125-cell atlas spanning 27 cell subclasses

  substantia allen five oligodendrocyte single-nucleus scrna-seq single-cell

• In silico meets in vivo.

  PMID 18304380 · PMC2374716 · Genome biology · 2008 · 8 claims · 8 setups

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  About 10% of positions in multiple sequence alignments of the human genome with other vertebrate genomes are likely incorrect.

  genome lines prokaryotic genomes genome genome-wide gene