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).

• A computational study of off-target effects of RNA interference.

  PMID 15800213 · PMC1072799 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  The chance of RNAi off-target effects is considerable, ranging from 5% to 80% depending on organism and parameters, when using exact sequence identity between siRNA and transcripts.

  schizosaccharomyces caenorhabditis homo pombe off-target mismatch-tolerant rational

• Adaptive discriminant function analysis and reranking of MS/MS database search results for improved peptide identification in shotgun proteomics.

  PMID 18788775 · PMC3744223 · Journal of proteome research · 2008 · 7 claims · 4 setups

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  PeptideProphet's fixed LDA coefficients for combining search scores (Xcorr', ΔCn, SpRank) may not be optimal under all search/instrument conditions.

  trypsin-digested mix serum same shotgun sequest lc-ms

• A space-efficient and accurate method for mapping and aligning cDNA sequences onto genomic sequence.

  PMID 18344523 · PMC2377433 · Nucleic acids research · 2008 · 7 claims · 6 setups

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  Spaln maps and aligns large cDNA sequence sets onto whole mammalian genomes using substantially less memory than comparable existing tools

  unigene shuffled real genomes genome-wide alignment gene

• Identification and Characterization of Small Noncoding RNAs in Genome Sequences of the Edible Fungus Pleurotus ostreatus.

  PMID 27703969 · PMC5040776 · BioMed research international · 2016 · 8 claims · 7 setups

  Has reproduction · 95

  254 small noncoding RNAs (snRNAs, snoRNAs, tRNAs, miRNAs) were detected in the P. ostreatus CCEF00389 genome assembly, the first genome-scale identification of sncRNAs for a basidiomycete.

  ostreatus ccef00389 genome bulk computational

• Comparative analysis of molecular signatures reveals a hybrid approach in breast cancer: Combining the Nottingham Prognostic Index with gene expressions into a hybrid signature.

  PMID 35143511 · PMC8830616 · PloS one · 2022 · 8 claims · 6 setups

  Has reproduction · 48

  A Hybrid signature combining the NPI with 14 SIS-selected genes was constructed from METABRIC training data

  metabric gse96058 test gene sure cox

• Analyzing biomarker discovery: Estimating the reproducibility of biomarker sets.

  PMID 35901020 · PMC9333302 · PloS one · 2022 · 8 claims · 6 setups

  Has reproduction · 83

  Non-reproducibility is a common problem in biomarker discovery: independently derived biomarker sets for the same phenotype frequently share very few features across studies

  gse7390 geo ega tcga-brca t-test-based reproducibility genome-wide

• Ligilactobacillus salivarius regulating translocation of core bacteria to enrich mouse intrinsic microbiota of heart and liver in defense of heat stress.

  PMID 40276518 · PMC12018310 · Frontiers in immunology · 2025 · 6 claims · 6 setups

  Has reproduction

  Intrinsic microbiota (dominated by Burkholderia and Ralstonia) resides in the heart and liver of healthy SPF mice

  heart ileum metagenomic culturomics 16s

• Energy, power, and infrastructure demands from electrifying airport ground support equipment at United States airports.

  PMID 41912553 · PMC13199391 · Nature communications · 2026 · 7 claims · 4 setups

  Has reproduction · 95

  A bottom-up, agent-based modeling framework can quantify site-specific energy demand, peak power, fleet/charger requirements, and costs for electrifying GSE at 317 U.S. airports

  major u.s egse agent-based flight per-task

• 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

• SpaGene: A Deep Adversarial Framework for Spatial Gene Imputation.

  PMID 42146899 · PMC13176606 · Computational and structural biotechnology journal · 2026 · 8 claims · 6 setups

  Has reproduction · 74

  SpaGene improves average PCC and SSIM and reduces RMSE compared to 6 baseline methods (SpaGE, gimVI, Tangram, VISTA, spRefine, stDiff) across 8 diverse ST-SC dataset pairs under gene-holdout evaluation.

  pairs nanostring st-sc osmfish_zeisel st-sc 5-fold spatially

• Covalent binding of thioredoxin to TXNIP is required for diet-induced insulin resistance in the liver.

  PMID 40345590 · PMC12180993 · The Journal of biological chemistry · 2025 · 8 claims · 9 setups

  Has reproduction · 87

  TXNIP Cysteine 247 is required for high-fat diet-induced hepatic and whole-body insulin resistance in mice

  txnip plasma 8-week liver insulin lipidomics hyperinsulinemic-euglycemic

• Pathway-targeting gene matrix for Drosophila gene set enrichment analysis.

  PMID 34710184 · PMC8553153 · PloS one · 2021 · 8 claims · 4 setups

  Has reproduction · 95

  Gene matrix files for GSEA are largely unavailable for Drosophila, limiting pathway-level enrichment analysis in this model organism

  drosophila reactome kegg gene fluorescence manual

• 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

• Differential Hsp90-dependent gene expression is strain-specific and common among yeast strains.

  PMID 37138775 · PMC10149407 · iScience · 2023 · 8 claims · 7 setups

  Has reproduction · 100

  Hsp90-dependent gene expression varies among different yeast strains

  diverse same yeast genomes rna-seq v-src growth

• 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

• Distinct sympathetic projections to brown fat regulate thermogenesis and glucose tolerance.

  PMID 41559445 · PMC12945688 · Nature metabolism · 2026 · 8 claims · 8 setups

  Has reproduction · 85

  Distinct sympathetic neuron subpopulations in the stellate ganglion (SG) innervating iBAT parenchyma versus its vasculature mediate separable functions of the depot.

  th-cre awake ibat plasma retrograde chemogenetic indirect

• Finding the needle in the haystack: why high-throughput screening is good for your health.

  PMID 12100740 · PMC138735 · Breast cancer research : BCR · 2002 · 8 claims · 8 setups

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  HTS is essential for finding lead compounds, especially for novel targets whose active-site structure is unknown

  raf-1 mitotic mutant tumor biochemical cell-based conformational

• Application of proteomics in the study of tumor metastasis.

  PMID 15862116 · PMC5172469 · Genomics, proteomics & bioinformatics · 2004 · 8 claims · 8 setups

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  Cell function is directly regulated through proteins, not genes or mRNA, so metastasis-related gene findings need protein-level validation via proteomics.

  young metastatic hepatocellular lines microarray 2de cdna

• 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

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  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

• Benchmarking tools for the alignment of functional noncoding DNA.

  PMID 14736341 · PMC344529 · BMC bioinformatics · 2004 · 8 claims · 4 setups

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  Global alignment tools (Avid, ClustalW, Lagan, Needle, DiAlign-G) typically have higher sensitivity over entire noncoding sequences and within constrained blocks than local tools

  simulated melanogaster sapiens sequence pairwise genome