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).

• 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

• Dissecting gene regulatory networks governing human cortical cell fate.

  PMID 41565813 · PMC12999477 · Nature · 2026 · 8 claims · 6 setups

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  ZNF219, a previously uncharacterized transcription factor, represses neural differentiation in human cortical radial glia

  cortical rhesus single-cell scrna-seq immunocytochemistry

• Genome evolution and regulatory dynamics underlying salt stress tolerance in the halophyte Halogeton arachnoideus.

  PMID 41803406 · PMC13103082 · Communications biology · 2026 · 8 claims · 8 setups

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  A high-quality, chromosome-scale genome assembly of H. arachnoideus was generated using PacBio HiFi and Hi-C sequencing.

  arachnoideus pacbio high-throughput illumina

• Cell type-specific epigenetic regulatory circuitry of coronary artery disease loci.

  PMID 41807385 · PMC12979833 · Nature communications · 2026 · 8 claims · 8 setups

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  Integration of CAD GWAS summary statistics with epigenetic data from 45 cell types identifies 1580 candidate CAD genes

  cad-associated disease-relevant types cad variant epigenetic tf-snv

• Reconstructing transcriptional regulatory networks through genomics data.

  PMID 20048387 · PMC3666560 · Statistical methods in medical research · 2009 · 7 claims · 5 setups

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  Location data (ChIP-chip/ChIP-seq) alone is insufficient for TRN inference because binding does not imply regulation, TF binding is dynamic across conditions/time, and TRNs involve combinatorial effects of multiple TFs not captured by single-TF ChIP experiments.

  yeast generic perturbations followed chip-chip chip-seq gene

• TRED: a transcriptional regulatory element database, new entries and other development.

  PMID 17202159 · PMC1899102 · Nucleic acids research · 2007 · 8 claims · 3 setups

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  TRED collects mammalian cis- and trans-regulatory elements together with experimental evidence, mapped onto assembled genomes

  cancer-related computational literature database

• Single cell analysis reveals the roles and regulatory mechanisms of type-I interferons in Parkinson's disease.

  PMID 38566100 · PMC10985960 · Cell communication and signaling : CCS · 2024 · 8 claims · 8 setups

  Has reproduction · 55

  Microglia, endothelial cells, and pericytes exhibit the highest IFN-I activity among PD midbrain cell types, with microglia and endothelial cells showing significantly elevated high-IFN-I-scoring proportions in PD versus controls

  midbrain single microglia substantia single-cell scenic monocle

• Integrative network modeling reveals mechanisms underlying T cell exhaustion.

  PMID 32024856 · PMC7002445 · Scientific reports · 2020 · 8 claims · 7 setups

  Has reproduction · 59

  TCE arises from changes in diverse gene regulatory interactions across a shared network rather than dysregulation of a single gene

  cd8+ tce manual gene principal

• Software JimenaE allows efficient dynamic simulations of Boolean networks, centrality and system state analysis.

  PMID 36725967 · PMC9892028 · Scientific reports · 2023 · 8 claims · 4 setups

  Has reproduction · 74

  JimenaE performs systematic, exhaustive calculation of all network system states rather than the heuristic approach used by SQUAD.

  mesenchymal arabidopsis dendritic comparison boolean dynamical network

• Revealing the critical state and identifying individualized dynamic network biomarker for type 2 diabetes through advanced analysis methods on individual basis.

  PMID 39890881 · PMC11785715 · Scientific reports · 2025 · 8 claims · 5 setups

  Has reproduction · 75

  sJSD, NIG, and TNFE methods can detect critical states/tipping points before disease deterioration using only a single sample

  simulated adipose gastrocnemius dnb numerical microarray protein-protein

• Reverse Engineering of the Pediatric Sepsis Regulatory Network and Identification of Master Regulators.

  PMID 34680414 · PMC8533457 · Biomedicines · 2021 · 7 claims · 8 setups

  Has reproduction · 67

  A set of 15 TFs was identified as sepsis-specific master regulators of pediatric sepsis, dividing into two non-overlapping clusters.

  blood cd4+ pbmc regulons microarray differential master

• NETISCE: a network-based tool for cell fate reprogramming.

  PMID 35725577 · PMC9209484 · NPJ systems biology and applications · 2022 · 8 claims · 4 setups

  Has reproduction · 85

  NETISCE predicts cell fate reprogramming targets in static (GRN/signaling) networks without needing full kinetic parameterization of a dynamical model.

  ascidian pluripotent drosophila signal fvs-finding sfa

• Finding signals that regulate alternative splicing in the post-genomic era.

  PMID 12429065 · PMC244920 · Genome biology · 2002 · 8 claims · 8 setups

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  Alternative splicing generates protein and regulatory diversity from a limited number of genes and modulates isoform levels in a cell-context-specific manner

  intron-containing genome brain-specific cell-free computational comparative selex

• CRSD: a comprehensive web server for composite regulatory signature discovery.

  PMID 16845073 · PMC1538777 · Nucleic acids research · 2006 · 7 claims · 5 setups

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  CRSD is a comprehensive web server integrating six large-scale databases (UniGene, mature microRNAs, putative promoter, TRANSFAC, pathway, GO) plus two newly constructed genome-wide databases (MRS and TRS) for composite regulatory signature discovery

  gene 3'-utr promoter user-submitted genome-wide microrna binding

• In silico promoters: modelling of cis-regulatory context facilitates target predictio.

  PMID 18505473 · PMC3823354 · Journal of cellular and molecular medicine · 2009 · 8 claims · 8 setups

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  An integrated 'profiling of transcriptional targets' (PTT) strategy by Freebern et al. identified IGF-1 as a co-modulator of immune cell function genes in mitogen/drug-activated T cells.

  serca2 rantes genes podocyte-associated literature-based promoter cross-referenced

• Rapid detection and curation of conserved DNA via enhanced-BLAT and EvoPrinterHD analysis.

  PMID 18307801 · PMC2268679 · BMC genomics · 2008 · 8 claims · 8 setups

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  eBLAT detects up to 75% more conserved bases than original BLAT alignments, with the largest gains between evolutionarily distant orthologs

  drosophila caenorhabditis xenopus five pairwise evoprint comparison

• In silico discovery of transcription regulatory elements in Plasmodium falciparum.

  PMID 18257930 · PMC2268928 · BMC genomics · 2008 · 7 claims · 8 setups

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  GEMS, using hypergeometric scoring and PWM parameter optimization, reliably identifies high-confidence cis-regulatory elements in the AT-rich, repeat-rich P. falciparum genome

  falciparum plasmodium invasion invasion-related microarray motif comparative

• Structured Promoter Variability in Epigenetically Regulated Operons Contributes to Surface Adaptation in Salmonella.

  PMID 41684216 · PMC12902445 · Microbial biotechnology · 2026 · 7 claims · 5 setups

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  Structured, recurrent promoter variation in epigenetically regulated operons is a novel layer of functional adaptation in Salmonella, complementing genetic and epigenetic mechanisms.

  complete annotated 220-nucleotide opvab comparative correlation blastn

• 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

• CellPolaris: Transfer Learning for Gene Regulatory Network Construction to Guide Cell State Transitions.

  PMID 41498638 · PMC12948241 · Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026 · 8 claims · 8 setups

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  CellPolaris is a unified computational framework performing TF-centered GRN construction, master TF identification, and TF perturbation simulation

  bulk previously round paired transfer-learning cross-species