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).

• Predicting the effect of CRISPR-Cas9-based epigenome editing.

  PMID 41524535 · PMC12795505 · eLife · 2026 · 8 claims · 6 setups

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  Machine learning (CNN and ridge regression) models trained on histone PTM ChIP-seq and RNA-seq data from 13 ENCODE cell types accurately predict endogenous gene expression, with transcriptome-wide correlations of ~0.70-0.79 for most cell types

  hek293t k562 computational chip-seq rna-seq mnase-seq

• 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

• Predicting enhancers in mammalian genomes using supervised hidden Markov models.

  PMID 30917778 · PMC6437899 · BMC bioinformatics · 2019 · 8 claims · 8 setups

  Has reproduction · 70

  eHMM predicts enhancers with high precision and recall comparable to state-of-the-art methods and consistently outperforms them in accuracy and resolution

  esc atac-seq chip-seq cage

• Substantial unannotated noncoding transcripts in tumors may transcriptionally regulate cancer-related genes.

  PMID 41606598 · PMC12924361 · BMC biology · 2026 · 8 claims · 8 setups

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  Many unannotated genes and transcripts (MSTRG/UNTs) are pervasively generated and significantly differentially expressed in cancer cell lines and tissues across four tumor types (lung, liver, stomach, colon)

  cancer a549 unt bulk chip-seq computational

• Single-nucleus epigenomic profiling of the adult human central nervous system unveils epigenetic memory of developmental programs.

  PMID 41857393 · PMC13061643 · Nature neuroscience · 2026 · 8 claims · 6 setups

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  Adult spinal-cord-derived human oligodendroglia and astrocytes, but not microglia, show primed chromatin signatures at HOX loci and a putative SOX10 enhancer.

  postmortem induced lentiviral cns single-nucleus nanocut&tag high-resolution

• Comprehensive multi-omics reveals dynamic chromatin changes and gene regulatory networks during duck folliculogenesis.

  PMID 42063177 · PMC13134274 · Journal of animal science and biotechnology · 2026 · 8 claims · 6 setups

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  H3K27ac dynamics, rather than chromatin accessibility alone, are strongly associated with stage-specific transcriptional increases during follicle selection and maturation

  granulosa gcs chicken rna-seq atac-seq cut&tag

• Constructing eRNA-mediated gene regulatory networks to explore the genetic basis of muscle and fat-relevant traits in pigs.

  PMID 38594607 · PMC11003151 · Genetics, selection, evolution : GSE · 2024 · 8 claims · 8 setups

  Has reproduction · 100

  H3K27ac ChIP-seq and RNA-seq were used to construct eRNA expression profiles across multiple tissues in Enshi Black (ES) and Duroc pigs, revealing tissue-level eRNA regulatory landscapes

  longissimus muscle snps pig h3k27ac strand-specific starr-seq

• Bromodomain protein IBD1 bridges histone acetylation and H2A.Z deposition to fine-tune transcription.

  PMID 41728948 · PMC12926916 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  IBD1's bromodomain recognizes H3K9/K14 di-acetylation to recruit the SWR complex subunit ARP6, ensuring precise H2A.Z incorporation into chromatin

  tetrahymena recombinant native cut&tag sequencing

• ChIP-seq Data Processing and Relative and Quantitative Signal Normalization for Saccharomyces cerevisiae.

  PMID 40364978 · PMC12067309 · Bio-protocol · 2025 · 8 claims · 6 setups

  Has reproduction · 100

  Spike-in normalization, though semiquantitative, often fails to reliably support comparisons within and between ChIP-seq samples.

  cerevisiae pombe sequenced concatenated chip-seq fastq read

• Machine and Deep Learning Reveal Sequence Determinants Encoding Bivalent Histone Modifications.

  PMID 41946881 · PMC13057473 · Communications biology · 2026 · 8 claims · 7 setups

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  Bivalent domains have higher GC content and stronger evolutionary conservation than monovalent regions

  embryonic mesc random bivalent chip-seq rna-seq k-mer-based

• 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

• Segzoo: a turnkey system that summarizes genome annotations.

  PMID 42087325 · PMC13189851 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 4 setups

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  Segzoo is a turnkey system that automates downloading of reference data and running of analyses to summarize SAGA genome annotations, requiring only a BED-format annotation file as input

  embryonic segway chip-seq segway segtools

• Sequential RNA polymerase II activation drives human hematopoiesis.

  PMID 41520338 · PMC13067999 · Cell reports · 2026 · 7 claims · 7 setups

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  sciCUT&Tag2in1 enables simultaneous single-cell combinatorial-indexing profiling of Pol II occupancy (Ser5/Ser2-phospho CTD) together with histone modifications (H3K4me1-2-3 or H3K27me3) in up to 50,000 cells per experiment

  g-csf-mobilized cd34+ 10-donor lineage-depleted scicut&tag2in1 individual souporcell

• Mechanisms of gene regulation by SRCAP and H2A.Z.

  PMID 41792122 · PMC13087030 · Nature communications · 2026 · 8 claims · 8 setups

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  Acute SRCAP degradation causes rapid, genome-wide replacement of H2A.Z by canonical H2A, with turnover fastest at active promoters/enhancers and slower at bivalent loci

  syat cut&run live h2a.z

• Transcription-coupled and epigenome-encoded mechanisms direct H3K4 methylation.

  PMID 35953471 · PMC9372134 · Nature communications · 2022 · 8 claims · 8 setups

  Has reproduction · 83

  ATX1, ATX2, and ATXR7 redundantly mediate H3K4 monomethylation genome-wide

  arabidopsis chip-seq western random

• Differential analysis for high density tiling microarray data.

  PMID 17892592 · PMC2231405 · BMC bioinformatics · 2007 · 8 claims · 6 setups

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  gSAM, a generalized extension of Significance Analysis of Microarrays (SAM), uses a piece-wise function to segment genome-wide differential response by protein-coding vs non-coding regions and by 5' vs 3' vs intra-genic bias within genes, rather than treating a gene as an atomic unit.

  hl60 profiling chip-on-chip

• Developmental stage dominates cell-type identity and reveals a chromatin regulatory function for Rad50 in Drosophila.

  PMID 41978263 · PMC13076223 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  Developmental stage is a stronger determinant of transcriptional identity than cell type across Drosophila neurons, glia, and hemocytes

  neurons cns e16 salivary bulk atac-seq western

• PredTAD: A machine learning framework that models 3D chromatin organization alterations leading to oncogene dysregulation in breast cancer cell lines.

  PMID 34093998 · PMC8142020 · Computational and structural biotechnology journal · 2021 · 6 claims · 8 setups

  Has reproduction · 77

  PredTAD, a Gradient Boosting Machine model using epigenomic and genomic ChIP-seq-derived features plus neighboring-bin information, classifies 10 kb genomic bins as TAD boundary or non-boundary

  mcf10a t47d mcf7 tcga hi-c chip-seq atac-seq

• Identification of the imprinted KLF14 transcription factor undergoing human-specific accelerated evolution.

  PMID 17480121 · PMC1865561 · PLoS genetics · 2007 · 7 claims · 8 setups

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  KLF14 is a novel imprinted gene showing monoallelic maternal expression in embryonic and extra-embryonic tissues of both human and mouse

  embryonic fetal monochromosomal fibroblasts allele-specific rt-pcr chromatin

• ATACdb 2.0: a comprehensive chromatin accessibility database of human and mouse.

  PMID 41243977 · PMC12807738 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  ATACdb 2.0 expands data scale, adding mouse chromatin accessibility data and substantially expanding human samples, plus pseudo-bulk ATAC-seq profiles built from scATAC-seq data to increase cell type diversity

  geo scatac-ref bulk scatac-seq h3k27ac