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).

• Chamber-specific chromatin architecture guides functional interpretation of disease-associated Cis-regulatory elements in human cardiomyocytes.

  PMID 41526351 · PMC12796357 · Nature communications · 2026 · 8 claims · 8 setups

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  Cardiomyocyte (CM)-specific Hi-C data detect substantially more and stronger promoter-interacting domains (PIDs) for CM marker genes than bulk cardiac tissue Hi-C data

  non-failing cardiac nf-lv-cm biological hi-c fluorescence-activated chip-seq

• Multimodal-based analysis of single-cell ATAC-seq data enables highly accurate delineation of clinically relevant tumor cell subpopulations.

  PMID 41530870 · PMC12888741 · Genome medicine · 2026 · 8 claims · 8 setups

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  MAAS integrates chromatin accessibility, CNVs, and SNVs from scATAC-seq data to identify functional tumor cell subpopulations

  tumor pediatric b-cell glioblastoma scatac-seq bulk gene

• YAP/TAZ-VGLL3 governs adipocyte fate via epigenetic reprogramming of PPARγ and its target enhancers.

  PMID 41533786 · PMC12802833 · Science advances · 2026 · 8 claims · 8 setups

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  TAZ represses PPARγ-bound target enhancers, evidenced by markedly reduced H3K27ac occupancy, leading to transcriptional repression of adipogenic genes including Pparg2

  c3h10t1 inguinal iwat adipose atac-seq rna-seq immunoblot

• PAF15-PCNA exhaustion governs the strand-specific control of DNA replication.

  PMID 41606318 · PMC12979207 · Nature · 2026 · 8 claims · 8 setups

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  Excessive origin firing saturates chromatin-bound PCNA, restricting further PCNA loading and lagging-strand synthesis when checkpoint control is lost.

  u2os embryonic qibc confocal western

• An integrated multi-omics and network analysis of neutrophil differentiation from initial- to late-stage.

  PMID 41618446 · PMC12934089 · Genome biology · 2026 · 8 claims · 6 setups

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  3D genome structure and chromatin accessibility change dramatically as early as 4 h after all-trans-retinoic acid (ATRA) treatment, preceding major transcriptional changes.

  hl-60 ocean-c atac-seq rna-seq

• Single-nucleus multiple-organ chromatin accessibility landscape in the adult rat.

  PMID 41632074 · PMC12954174 · GigaScience · 2026 · 8 claims · 5 setups

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  Generated a multi-organ snATAC-seq atlas of 9 adult rat organs comprising 25 libraries and over 110,000 cells

  organs publicly snatac-seq group-level snatac-seq scrna-seq gene

• 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

• Transcriptomic and chromatin accessibility profiling unveils new regulators of heat hormesis in Caenorhabditis elegans.

  PMID 41719228 · PMC12923026 · PLoS biology · 2026 · 7 claims · 6 setups

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  A 30°C 6-hour priming regimen significantly enhances thermotolerance and survival after subsequent heat shock in both WT and glp-1(ts) C. elegans

  elegans thermotolerance survival rna-seq

• Three-dimensional genome reorganization foreshadows zygotic genome activation in Drosophila.

  PMID 41735587 · PMC12987734 · Nature genetics · 2026 · 8 claims · 8 setups

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  Pico-C, a low-input Micro-C method, enables high-resolution, temporally resolved 3D genome mapping in early Drosophila embryos using as few as ~60,000 nuclei

  hand-staged early drosophila pico-c chip-seq atac-seq

• RNA-binding protein LARP6 coordinates hepatic stellate cell activation and liver fibrosis.

  PMID 41746718 · PMC13078889 · The Journal of clinical investigation · 2026 · 8 claims · 8 setups

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  LARP6 is upregulated in activated hepatic stellate cells (A1/A2 subclusters) in human MASH and MetALD livers

  hepatic liver recombinant activated eclip ribosome single-nucleus

• iAODE for benchmarking and continuum modeling of single-cell chromatin accessibility.

  PMID 41775921 · PMC13066597 · Communications biology · 2026 · 8 claims · 5 setups

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  iAODE combines a ZINB-likelihood VAE, a latent Neural ODE, low-weight KL regularization, and an interpretable reconstruction (irecon) bottleneck to learn generative, temporally continuous latent spaces for scATAC-seq.

  simulated real small simulated scatac-seq

• A unified framework for correcting batch effects and integrating multi-omics data.

  PMID 41786846 · PMC13079841 · Scientific reports · 2026 · 7 claims · 6 setups

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  MoDAmix, a four-stage domain adaptation framework (pre-training, single-omics adversarial adaptation, multi-omics adversarial alignment, semi-supervised class alignment), unifies batch correction across multiple omics layers.

  brain aml same single-cell bulk k-means

• Single-cell epigenomics uncovers heterochromatin instability and transcription factor dysfunction during mouse brain aging.

  PMID 41824460 · PMC13189690 · Cell reports · 2026 · 8 claims · 6 setups

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  Aging causes widespread, concordant changes in chromatin accessibility and gene expression across neuronal and glial cell types in the mouse brain

  brain snatac-seq single-nucleus merfish

• Evolution of a distinct chromatin regulatory landscape in brown algae.

  PMID 41896322 · PMC13076208 · Nature ecology & evolution · 2026 · 8 claims · 6 setups

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  Brown algae lost DNA methyltransferases (DNMT1, DNMT3, DNMT5) early in their evolution, retaining only DNMT2/TRDMT homologues

  ectocarpus histone same computational mass western chip-seq

• Machine learning-predicted chromatin organization landscape across pediatric tumors.

  PMID 41904260 · PMC13039956 · Scientific reports · 2026 · 8 claims · 5 setups

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  SuPreMo-Akita (built on the Akita CNN) enables systematic in silico prediction of somatic SV effects on 3D genome folding across large SV cohorts where experimental testing is infeasible

  somatic per-sample tumor paired mutagenesis dimensionality h3k27ac

• Boolean logic links chromatin accessibility states to gene expression variability across cell types.

  PMID 41909952 · PMC13148175 · Nucleic acids research · 2026 · 7 claims · 4 setups

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  ocrRBBR infers interpretable Boolean rules from combinations of accessible OCRs that explain gene expression variability across cell types

  immune genes atac-seq bulk hi-c

• Profiling the transcriptional regulatory network reveals putative shared regulatory elements within homoeologs in polyploid Brassica napus.

  PMID 41943068 · PMC13188692 · Genome biology · 2026 · 8 claims · 6 setups

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  38,068 REs were identified in B. napus seed tissue by integrating ATAC-seq (OCRs) and BS-seq (UMRs) data from four accessions

  seed napus identified genome-wide atac-seq bisulfite hi-c

• RB loss modulates chromatin organization by regulating cohesin-dependent loops and enhancer-promoter interactions.

  PMID 41951674 · PMC13103356 · Nature communications · 2026 · 8 claims · 8 setups

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  RB colocalizes extensively with cohesin (SMC3) genome-wide, especially at insulators

  htert-rpe1 micro-c fluorescence chip-seq

• Epigenetics and chromatin structure regulate var2csa expression and the placental-binding phenotype in Plasmodium falciparum.

  PMID 41984626 · PMC13082790 · eLife · 2026 · 8 claims · 7 setups

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  var2csa transcriptional activation is associated with near-complete depletion of repressive H3K9me3 occupancy at the locus

  falciparum prbc nf54 scanning flow placental

• Cross-species prediction reveals chromatin regions with increased accessibility in humans.

  PMID 41984952 · PMC13082337 · Science advances · 2026 · 8 claims · 8 setups

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  CNNs trained exclusively on human ATAC-seq data achieve cross-species prediction performance in chimpanzees and macaques comparable to species-specific models

  lymphoblastoid prefrontal six chimpanzee bulk single-cell cnn