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).

• Splicing retention and enhancer divergence govern the evolutionary fate of ohnologues following whole-genome duplication in rainbow trout.

  PMID 41832354 · PMC13106644 · Scientific reports · 2026 · 7 claims · 8 setups

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  Most rainbow trout ohnologues are retained through conservation (71.4%) rather than neo/sub-functionalization or specialization

  rainbow swanson atlantic northern rna-seq chip-seq all-by-all

• An end-to-end generalizable deep learning framework to comprehensively analyze transcriptional regulation.

  PMID 41922356 · PMC13212934 · Nature communications · 2026 · 8 claims · 7 setups

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  BioSeq2Seq is a transformer-based deep learning framework that predicts genome-wide transcriptional regulatory profiles at 128-bp resolution by jointly using RO-seq data and DNA sequence as tri-modal input

  k562 gm12878 imr-90 ro-seq chip-seq functional

• Lactate and histone H3K18 lactylation are associated with metabolic control of gene expression in the retina.

  PMID 41950290 · PMC13095125 · PLoS genetics · 2026 · 8 claims · 8 setups

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  Enhanced ATP production during mouse retinal development is achieved primarily through an increase in glycolysis rather than mitochondrial respiration.

  retina histones histone retinal seahorse lactate-glo ldh

• The circadian isoform landscape of mouse livers.

  PMID 41987907 · PMC13076092 · NAR genomics and bioinformatics · 2026 · 5 claims · 6 setups

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  R2C2 long-read nanopore sequencing generates highly accurate, full-length cDNA reads suitable for quantitative detection of circadian oscillations

  c57bl liver r2c2 gene-level short-read

• The SMARCA4 subunit of the SWI/SNF complex prevents genome instability at G quadruplexes.

  PMID 42002776 · PMC13224610 · Genome biology · 2026 · 7 claims · 7 setups

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  SMARCA4 binds genome-wide at G4-forming sequences, particularly at promoters and enhancers in open, actively transcribed chromatin

  rpe1 hek293t cut&run induce-seq genome

• ERG is a regulator of dynamic and reversible endothelial plasticity.

  PMID 42067854 · PMC13135260 · Genome medicine · 2026 · 7 claims · 8 setups

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  Loss of ERG initiates a progressive EndMT program in which endothelial identity is lost rapidly (by 24 h) before mesenchymal identity, barrier dysfunction, and enhanced migration emerge later (by 72 h)

  telohaec huvec atac-seq rna-seq western

• An Erg-driven transcriptional program controls B cell lymphopoiesis.

  PMID 32541654 · PMC7296042 · Nature communications · 2020 · 7 claims · 8 setups

  Has reproduction · 81

  Erg is essential for early B lymphoid differentiation

  erg b220+ prob wild-type lacz rna-seq flow

• Epigenome screening highlights that JMJD6 confers an epigenetic vulnerability and mediates sunitinib sensitivity in renal cell carcinoma.

  PMID 33634984 · PMC7882098 · Clinical and translational medicine · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  JMJD6 is identified as a potent epigenetic vulnerability/fitness gene in RCC by integrating GeCK CRISPR screening data with TCGA-KIRC epigenetic regulator survival analysis

  pan-cancer tcga-kirc rcc balb crispr rna-seq mtt

• DMN-seq enriches DNA hypomethylated regions for biomarker discovery using 5-methylcytosine glycosylase.

  PMID 41673887 · PMC13097799 · Genome biology · 2026 · 8 claims · 9 setups

  Has reproduction · 80

  DMN-seq (DMN+) uses DME to nick DNA specifically at 5mC sites, enabling 5mC detection at single-base resolution via selective adaptor ligation

  synthetic partially embryonic mesc glycosylase dmn-seq ultrafast

• Cohesin regulates alternative splicing.

  PMID 36857449 · PMC9977177 · Science advances · 2023 · 7 claims · 8 setups

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  Cohesin regulates alternative splicing independently of its effects on transcription.

  hct116rmac hct116 recombinant hek293 bulk rt-pcr proximity

• MECOM Function Is Critical for AR-Driven Treatment-Resistant Prostate Cancer.

  PMID 41529070 · PMC13136877 · Cancer research · 2026 · 7 claims · 8 setups

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  EVI1, encoded by MECOM, is an AR-recruited coactivator of noncanonical AR signaling in prostate cancer.

  lrex lucap167 prostate live-cell spheroid patient-derived

• EpiXFormer: a cross-attention neural network for predicting cell type-specific transcription factor binding sites.

  PMID 41527854 · PMC12796812 · Briefings in bioinformatics · 2026 · 8 claims · 8 setups

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  EpiXFormer achieves high accuracy (mean AUROC ~0.99) predicting binding sites of both TFs and non-sequence-specific DBPs across 199 DBP-cell type pairs

  dbps tfs common ctcf deep comparative feature-ablation

• Loss of SOCS1 in Donor T Cells Exacerbates Intestinal GVHD by Driving a Chemokine-Dependent Pro-Inflammatory Immune Microenvironment.

  PMID 41580972 · PMC13042394 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  T cell-specific Socs1 loss intrinsically drives pro-inflammatory T cell differentiation independent of antigen stimulation, with the strongest effects in CD8+ T cells

  cd45+ splenic cd8+ sorted single-cell flow bulk

• SMARCA4/2 loss reduces BCL-xL expression and confers a druggable MCL1 dependency in cancer.

  PMID 41807550 · PMC13249849 · NPJ precision oncology · 2026 · 8 claims · 8 setups

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  MCL1 inhibition is synthetic lethal with SMARCA4/2 loss in SCCOHT and NSCLC cells

  nsclc lung smarca4 bin-67 genome-wide drug colony