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).

• An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis.

  PMID 36352408 · PMC9648005 · BMC biology · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  A signal transduction/gene regulatory network model of the articular chondrocyte was built combining knowledge-based curation and data-driven (machine learning) network inference

  osteoarthritic articular chondrocyte microarray computational high-throughput

• AuPairWise: A Method to Estimate RNA-Seq Replicability through Co-expression.

  PMID 27082953 · PMC4833304 · PLoS computational biology · 2016 · 7 claims · 6 setups

  Has reproduction · 88

  Sample-sample correlation of transcript abundances is a misleading measure of replicability for assessing differential expression, because it is dominated by gene-specific dynamic ranges rather than condition-dependent variation.

  liver encode publicly co-expressed rna-seq meta-analysis computational

• Emergent dynamics of underlying regulatory network links EMT and androgen receptor-dependent resistance in prostate cancer.

  PMID 36851919 · PMC9957767 · Computational and structural biotechnology journal · 2023 · 8 claims · 7 setups

  Has reproduction · 78

  Simulations of the EMT-AR crosstalk network reveal four possible phenotypes: epithelial-sensitive (ES), epithelial-resistant (ER), mesenchymal-resistant (MR), and mesenchymal-sensitive (MS), with MS occurring rarely

  gene racipe clinical tcga racipe influence principal

• Similarities and Differences in Gene Expression Networks Between the Breast Cancer Cell Line Michigan Cancer Foundation-7 and Invasive Human Breast Cancer Tissues.

  PMID 34056582 · PMC8155268 · Frontiers in artificial intelligence · 2021 · 8 claims · 6 setups

  Has reproduction · 92

  MCF-7 cell lines and human breast cancer tissues show only minimal similarity in biological processes, though some fundamental functions like cell cycle are conserved.

  mcf-7 breast wgcna-derived top bulk microarray rsem-normalized

• Exploring microproteins from various model organisms using the mip-mining database.

  PMID 37919660 · PMC10623795 · BMC genomics · 2023 · 5 claims · 4 setups

  Has reproduction · 85

  Mip-mining is a database of 336 curated RNA-seq datasets from 8626 samples across nine species, built specifically to explore microprotein functions under stress and disease conditions

  nine cerevisiae thaliana bulk transcriptome growth

• A network-based model of Aspergillus fumigatus elucidates regulators of development and defensive natural products of an opportunistic pathogen.

  PMID 41505094 · PMC12781895 · Nucleic acids research · 2026 · 7 claims · 6 setups

  Has reproduction · 78

  MERLIN-P-TFA network inference on 18 curated public RNA-seq datasets produced a genome-wide GRN resource for A. fumigatus called GRAsp.

  aspergillus fumigatus bulk computational chip-seq-based

• Network Controllability Reveals Key Mitigation Points for Tumor-Promoting Signaling in Tumor-Educated Platelets.

  PMID 41226816 · PMC12609506 · International journal of molecular sciences · 2025 · 8 claims · 6 setups

  Has reproduction · 84

  TEPs from NSCLC patients show 111 upregulated and 108 downregulated genes compared to platelets from non-cancer donors

  platelets degs platelet-specific tep-specific transcriptome pathway k-means

• COVID-19 vaccination atlas using an integrative systems vaccinology approach.

  PMID 40456760 · PMC12130191 · NPJ vaccines · 2025 · 8 claims · 6 setups

  Has reproduction · 69

  mRNA vaccines induce transient but strong immune responses after booster doses

  pbmcs immune pbmc bulk gene principal

• NET-prism enables RNA polymerase-dedicated transcriptional interrogation at nucleotide resolution.

  PMID 31156037 · PMC6693550 · RNA biology · 2019 · 8 claims · 7 setups

  Has reproduction · 67

  NET-prism, an adapted NET-seq protocol using immunoprecipitation of Pol II-associated factors, enables strand-specific, nucleotide-resolution interrogation of transcription dynamics for any Pol II-interacting protein.

  e14 mass western net-prism

• De Novo Transcriptome Meta-Assembly of the Mixotrophic Freshwater Microalga Euglena gracilis.

  PMID 34072576 · PMC8227486 · Genes · 2021 · 7 claims · 8 setups

  Has reproduction · 87

  A new consensus transcriptome of E. gracilis was assembled by combining reads from five independent RNA-seq studies (23 samples)

  euglena gracilis consensus bulk in-house novo

• RegulonDB 11.0: Comprehensive high-throughput datasets on transcriptional regulation in Escherichia coli K-12.

  PMID 35584008 · PMC9465075 · Microbial genomics · 2022 · 8 claims · 7 setups

  Has reproduction · 61

  RegulonDB 11.0 is a radical upgrade offering access to more than 2000 high-throughput datasets on transcriptional regulation in E. coli K-12.

  coli chip-seq chip-exo gselex

• Oxidative stress protection and growth promotion activity of Pseudomonas mercuritolerans sp. nov., in forage plants under mercury abiotic stress conditions.

  PMID 36560952 · PMC9763275 · Frontiers in microbiology · 2022 · 8 claims · 8 setups

  Has reproduction · 54

  Inoculation with SAICEUPSM^T significantly reduces the oxidative stress enzymatic response (CAT, APX, SOD, GR) in Lupinus albus grown under mercury stress

  lupinus saiceupsm^t greenhouse enzymatic mercury

• A novel HRAS c.466C>T p.(Phe156Leu) variant in two patients with attenuated features of Costello syndrome.

  PMID 35764878 · PMC9437031 · European journal of human genetics : EJHG · 2022 · 8 claims · 6 setups

  Has reproduction

  HRAS c.466C>T p.(Phe156Leu) is a novel de novo pathogenic variant causing an attenuated Costello syndrome phenotype in two unrelated boys

  blood hek293t patients trio gst gap-binding

• Similarities and differences in genome-wide expression data of six organisms.

  PMID 14737187 · PMC300882 · PLoS biology · 2004 · 8 claims · 8 setups

  Full-text index only

  Coexpression of functionally related genes is frequently conserved across evolutionarily distant organisms

  saccharomyces caenorhabditis escherichia arabidopsis genome-wide large-scale developmental

• Characterization of the 3a protein of SARS-associated coronavirus in infected vero E6 cells and SARS patients.

  PMID 15312778 · PMC7127270 · Journal of molecular biology · 2004 · 8 claims · 7 setups

  Full-text index only

  ORF3a of SARS-CoV encodes an actual 31 kDa, 274-residue protein detected in infected cells and virions

  vero crude sera sars-cov 2d-lc-ms sds-page western

• Collagen VI glycine mutations: perturbed assembly and a spectrum of clinical severity.

  PMID 18825676 · PMC2743946 · Annals of neurology · 2008 · 8 claims · 6 setups

  Full-text index only

  All eight new patients had heterozygous glycine substitution mutations toward the N-terminal end of the collagen VI triple helix

  dermal skeletal fibroblast confluent rt-pcr immunohistochemistry biosynthetic

• Genome-wide census and expression profiling of chicken neuropeptide and prohormone convertase genes.

  PMID 20006904 · PMC2814002 · Neuropeptides · 2010 · 8 claims · 5 setups

  Full-text index only

  Bioinformatic survey of chicken genome/EST/HTGS databases identifies previously unreported chicken neuropeptide genes

  chicken blast microarray est

• Cyclic olefin homopolymer-based microfluidics for protein crystallization and in situ X-ray diffraction.

  PMID 19690369 · PMC2733880 · Acta crystallographica. Section D, Biological crystallography · 2009 · 8 claims · 7 setups

  Full-text index only

  A COP-based microfluidics system (SpinX cards, 500 chambers of 320 nl each) was established for protein crystallization and in situ X-ray diffraction.

  chicken bovine p53 arabidopsis microbatch situ vapour-diffusion

• TEDD: a comprehensive database for translation efficiency dynamics.

  PMID 41217970 · PMC12807600 · Nucleic acids research · 2026 · 8 claims · 4 setups

  Full-text index only

  TEDD integrates 1518 RNA-seq, Ribo-seq, and RNC-seq samples from 143 human projects (279 datasets) spanning 24 tissues/cell types, 74 cell lines, and 52 conditions.

  tissues reference rna-seq ribo-seq rnc-seq

• FracFixR: a compositional statistical framework for absolute proportion estimation between fractions in RNA sequencing data.

  PMID 41264734 · PMC12866640 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 5 setups

  Full-text index only

  FracFixR reconstructs original fraction proportions by modeling the compositional relationship between whole and fractionated RNA samples using non-negative least squares (NNLS) regression on selected transcripts

  gm12878 mixtures reh long-read polysome synthetic