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).

• With the finished human genome in hand, what next?

  PMID 12844356 · PMC193627 · Genome biology · 2003 · 8 claims · 8 setups

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  Gene Ontology (GO) provides a syntax/query framework for functional classification of genes, expanding beyond E. coli origins into anatomy, pathology, and phenotype data.

  domestic saccharomyces systemic schistosoma comparative functional genetic

• Nuclear Myosin 1 links genomic architecture to adipose tissue remodeling, metabolic inflammation and obesity in mice.

  PMID 41748556 · PMC13004839 · Cell death & disease · 2026 · 8 claims · 8 setups

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  NM1 is required for metabolic homeostasis during adipocyte differentiation

  nm1 epididymal mefs het atac-seq bulk rna-seq

• Identification of novel DNA sequence motifs that modulate transcription in T cells.

  PMID 41514212 · PMC12879379 · BMC genomics · 2026 · 8 claims · 8 setups

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  Identified 2,036 novel DNA motifs enriched in regulatory regions of T-cell-specific genes

  t-cell non-t-cell cd4+ sequences rna-seq dnase-seq h3k27ac

• 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

• 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

• Inherited resilience to clonal hematopoiesis by modifying stem cell RNA regulation.

  PMID 41477881 · PMC12850507 · Science (New York, N.Y.) · 2026 · 8 claims · 8 setups

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  A haplotype at the 17q22 locus, tagged by the noncoding variant rs17834140-T, is a causal protective variant against CHIP and myeloid malignancies

  population hspcs cd34+cd45ra-cd90+ heterozygous gwas atac-seq crispr

• Sox8 remodels the cranial ectoderm to generate the ear.

  PMID 35867760 · PMC9282420 · Proceedings of the National Academy of Sciences of the United States of America · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  Sox8 sits at the top of a core transcriptional circuit (Sox8, Pax2, Lmx1a, Zbtb16) that determines otic identity

  chick bulk single-cell chipseq

• 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

• 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

• Chromatin spatial analysis by METALoci unveils sex-determining 3D regulatory hubs.

  PMID 41735611 · PMC13095655 · Nature structural & molecular biology · 2026 · 6 claims · 7 setups

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  TADs and large-scale chromatin structures remain largely unchanged during sex determination, suggesting a preformed configuration

  facs-sorted same integrated fgf9 hi-c chip-seq metaloci

• The integrated world of functional genomics.

  PMID 12537543 · PMC151279 · Genome biology · 2003 · 8 claims · 8 setups

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  Integrating chromatin immunoprecipitation (promoter-binding) data with expression data reveals the yeast cell-cycle transcriptional regulatory network, including network motifs such as autoregulation, multi-component loops, and feedforward loops.

  cerevisiae sequenced elegans drosophila chromatin integration comparative

• Prediction of condition-specific regulatory genes using machine learning.

  PMID 32329779 · PMC7293043 · Nucleic acids research · 2020 · 8 claims · 6 setups

  Has reproduction · 85

  ConSReg integrates expression, DAP-seq TF-DNA binding, and ATAC-seq open chromatin data into machine learning models to predict condition-specific regulatory genes

  arabidopsis zea bulk dap-seq atac-seq

• TFBScluster web server for the identification of mammalian composite regulatory elements.

  PMID 16845063 · PMC1538905 · Nucleic acids research · 2006 · 7 claims · 5 setups

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  TFBScluster is a web server that identifies genome-wide clusters of TFBSs conserved in multiple mammalian species using human or mouse as the reference genome.

  imr90 tissues dog transgenic microarray-based gene

• Multiomics and deep learning dissect regulatory syntax in human development.

  PMID 41951735 · PMC13216069 · Nature · 2026 · 8 claims · 8 setups

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  The Human Development Multiomic Atlas (HDMA) is a single-cell atlas of chromatin accessibility and gene expression from 817,740 fetal cells across 12 organs, spanning 203 cell types

  fetal annotated embryo chrombpnet share-seq chromvar activity-by-contact

• 3D-super-enhancers are condensate-associated cis-regulatory communities.

  PMID 41797539 · PMC12968393 · Nucleic acids research · 2026 · 8 claims · 8 setups

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  BOUQUET integrates genome topology, chromatin occupancy, and graph theory (label propagation) to assign CREs and transcription protein machinery to target genes and identify protein-rich 'communities' associated with condensates.

  embryonic mesc thymocytes chip-seq hichip single-cell

• Evolutionary innovation within conserved gene regulatory networks underlying biomineralized skeletons in Bilateria.

  PMID 41556888 · PMC12862220 · Molecular biology and evolution · 2026 · 8 claims · 6 setups

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  A biphasic regulatory program orchestrates larval and adult shell formation in Crassostrea nippona, involving coordinated activity of ancient transcription factors and dynamic chromatin remodeling

  crassostrea iso-seq rna-seq atac-seq

• The evolution of gene regulation in mammalian cerebellum development.

  PMID 41610256 · PMC7618896 · Science (New York, N.Y.) · 2026 · 8 claims · 8 setups

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  Combined single-nucleus RNA-seq and ATAC-seq atlases of cerebellum development were generated/integrated across six mammals (human, bonobo, macaque, marmoset, mouse, opossum)

  developing opossum marmoset cultures single-nucleus bulk gene

• Identification of cis-regulatory elements provides insights into tissue-specific gene regulation in the sheep genome.

  PMID 41839849 · PMC12992920 · Nature communications · 2026 · 8 claims · 8 setups

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  274,682 enhancers and 25,975 promoters were characterized across 24 tissues from an adult female sheep using ChIP-seq, ATAC-seq, CAGE-seq, RRBS, WGBS, and RNA-seq.

  tissues sheep pig chip-seq atac-seq cage-seq

• Simultaneous epigenomic profiling and regulatory activity measurement using e2MPRA.

  PMID 41535307 · PMC12913623 · Nature communications · 2026 · 8 claims · 8 setups

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  e2MPRA, combining lentiviral integration-based MPRA with CUT&Tag or ATAC-seq, enables simultaneous measurement of regulatory activity, protein binding, and epigenetic modification of the same synthetic CRE sequences.

  hepg2 lentimpra atac-seq h3k27ac