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).

• Clustering of phosphorylation site recognition motifs can be exploited to predict the targets of cyclin-dependent kinase.

  PMID 17316440 · PMC1852407 · Genome biology · 2007 · 8 claims · 6 setups

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  CDK consensus motifs are frequently clustered (closely spaced) in known CDK substrate proteins rather than uniformly distributed

  cerevisiae cycle reanalysis statistical optimal

• Deducing topology of protein-protein interaction networks from experimentally measured sub-networks.

  PMID 18598366 · PMC2474618 · BMC bioinformatics · 2008 · 7 claims · 6 setups

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  Experimentally measured protein-protein interaction sub-networks are not random samples of their parent networks.

  yeast drosophila networks dppi reanalysis computer repeated

• A comparative analysis of blastoid models through single-cell transcriptomics.

  PMID 39524369 · PMC11543915 · iScience · 2024 · 8 claims · 7 setups

  Has reproduction · 60

  EPSC-derived blastoids are transcriptomically distinct from nPSC-derived blastoids, with nPSC-blastoids clustering closer to natural blastocysts.

  blastoid natural combined integrated scrnaseq lineage kolmogorov-smirnov

• Microglia maintain structural integrity during fetal brain morphogenesis.

  PMID 38309258 · PMC10869139 · Cell · 2024 · 8 claims · 8 setups

  Has reproduction · 68

  Embryonic ATM-like microglia accumulate at two fetal cortical boundaries, the cortico-striato-amygdalar boundary (CSA) and cortico-septal boundary (CSB), resembling post-natal axon-tract-associated microglia (ATM)

  embryonic cx3cr1 fetal embryos single-cell immunolabeling phrodo

• RNA Editing Alterations Define Disease Manifestations in the Progression of Experimental Autoimmune Encephalomyelitis (EAE).

  PMID 36429012 · PMC9688714 · Cells · 2022 · 7 claims · 7 setups

  Has reproduction · 37

  RNA-editing events mediated by APOBEC and ADAR deaminases are significantly reduced throughout the course of EAE disease progression

  brain rna-edited brain-isolated naïve rna-seq pathway pcr

• Implementing the reuse of public DIA proteomics datasets: from the PRIDE database to Expression Atlas.

  PMID 35701420 · PMC9197839 · Scientific data · 2022 · 8 claims · 8 setups

  Has reproduction · 50

  Introduced an open, containerised, Nextflow-orchestrated reanalysis pipeline for public SWATH-MS/DIA datasets covering metadata curation, data analysis, statistics, and Expression Atlas integration.

  hepatocellular kidney prostate lymphoma swath-ms

• A response to Yu et al. "A forward-backward fragment assembling algorithm for the identification of genomic amplification and deletion breakpoints using high-density single nucleotide polymorphism (SNP) array", BMC Bioinformatics 2007, 8: 145.

  PMID 17939873 · PMC2222656 · BMC bioinformatics · 2007 · 8 claims · 4 setups

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  Yu et al.'s original comparison ran RJaCGH's MCMC sampler for a severely insufficient number of iterations (50 burn-in, 500 total)

  simulated same mcmc-based direct original

• KEGG spider: interpretation of genomics data in the context of the global gene metabolic network.

  PMID 19094223 · PMC2646283 · Genome biology · 2008 · 8 claims · 8 setups

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  KEGG spider, using a global 'pathway-free' metabolic network framework, provides deeper insight into metabolism variations than existing enrichment-based methods.

  diffuse-type liver renal anaplastic differential proteomic proteomics

• Hepatocyte dedifferentiation in 2D culture reveals extensive transcriptomic and proteomic rewiring.

  PMID 41111196 · PMC12506984 · Hepatology communications · 2025 · 8 claims · 3 setups

  Has reproduction · 77

  2D culturing of primary hepatocytes for 24 hours causes extensive transcriptomic (>10,000 genes) and proteomic (>3000 proteins) rewiring compared with freshly isolated cells

  c57bl same bulk quantitative single-nucleus

• spotter: a single-nucleotide resolution stochastic simulation model of supercoiling-mediated transcription and translation in prokaryotes.

  PMID 37602419 · PMC10516669 · Nucleic acids research · 2023 · 8 claims · 4 setups

  Has reproduction · 77

  spotter is the first simulation model to integrate transcription, DNA supercoiling, and translation simultaneously in a single stochastic framework for prokaryotes.

  coli simulated net-seq ribosome stochastic

• Machine learning reveals microbial interactions driving plastic degradation across plastisphere environments.

  PMID 41657981 · PMC12876002 · Frontiers in microbiology · 2025 · 8 claims · 7 setups

  Has reproduction · 87

  Wastewater plastispheres harbor the most diverse and compositionally even microbial communities among the three habitats studied

  plastisphere otu 16s alpha beta

• Using random walks to identify cancer-associated modules in expression data.

  PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups

  Has reproduction

  Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.

  hepatocellular breast sporadic geo gene differential interaction

• Optimizing Single-Cell Long-Read Sequencing for Enhanced Isoform Detection in Pancreatic Islets.

  PMID 41563441 · PMC13007207 · Diabetes · 2026 · 8 claims · 7 setups

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  5′ single-cell library preparation protocols outperform 3′ protocols for transcript identification and read length

  lines pancreatic spleen dtc single-cell bulk ngs

• GAUGE-Annotated Microbial Transcriptomic Data Facilitate Parallel Mining and High-Throughput Reanalysis To Form Data-Driven Hypotheses.

  PMID 33758032 · PMC8547006 · mSystems · 2021 · 8 claims · 7 setups

  Has reproduction · 70

  GAUGE automatically annotates GEO microbial transcriptomic data sets (microarray and RNA-seq), increasing the proportion of annotatable studies from 4% to 33%

  microarray rna-seq aeruginosa mantel manual anova

• CD14(lo)CD301b(+) macrophages gathering as a proangiogenic marker in adipose tissues.

  PMID 39645040 · PMC11745947 · Journal of lipid research · 2025 · 8 claims · 8 setups

  Has reproduction · 59

  Cd14−/− mice exhibit a leaner body shape and are protected from HFD-induced obesity compared to WT mice

  epididymal adipose cd14low macrophage bulk scrna-seq pseudotime

• H3K27 and H3K9 methylation mask potential CTCF binding sites to maintain 3D genome integrity.

  PMID 40764058 · PMC12487818 · Genome research · 2025 · 8 claims · 8 setups

  Has reproduction · 55

  H3K9 and H3K27 methylation regulate CTCF binding at distinct genomic regions, and their simultaneous loss induces drastic changes in CTCF binding

  imefs early ctcf h3k9me3 h3k9me2

• Nucleosome deposition and DNA methylation at coding region boundaries.

  PMID 19723310 · PMC2768978 · Genome biology · 2009 · 8 claims · 8 setups

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  Nucleosomes and DNA methylation form distinct peaks just downstream of the start codon and just upstream of the stop codon, marking both ends of protein coding units genome-wide.

  yeast drosophila resting naive nucleosome methylation pol

• Genetical genomics: spotlight on QTL hotspots.

  PMID 18949031 · PMC2563687 · PLoS genetics · 2008 · 8 claims · 4 setups

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  Distant eQTL hotspots are rare and difficult to reliably verify across published genetical genomics studies

  adipose saccharomyces genome-wide permutation gene

• Biphasic expression of thyroid hormone receptor TRβ1 in mammalian retina and anterior ocular tissues.

  PMID 37033230 · PMC10076699 · Frontiers in endocrinology · 2023 · 7 claims · 8 setups

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  TRβ1 shows a biphasic, late-peaking expression profile in retina that contrasts with the early embryonic peak of TRβ2

  retina fetal retinal cones rna-seq lacz immunofluorescence

• Combinatory differentiation of human induced pluripotent stem cells generates functional thymic epithelium driving dendritic cell and CD4/CD8 T cell development.

  PMID 41577697 · PMC12932823 · Nature communications · 2026 · 8 claims · 6 setups

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  DOE-based multifactorial screening combined with bulk RNA-seq comparison to scRNA-seq pharyngeal atlases identifies signaling factors that optimize iPSc differentiation toward thymic epithelial progenitors (TEPs)

  ipsc embryonic ipsc-derived bulk scrna-seq qpcr