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).

• Extraction of human kinase mutations from literature, databases and genotyping studies.

  PMID 19758464 · PMC2745582 · BMC bioinformatics · 2009 · 7 claims · 6 setups

  Full-text index only

  A literature mining pipeline combining MutationFinder, false-positive filtering, and SVM-based classification can extract and disambiguate single-point mutation mentions from abstracts and full text

  pubmed large labeled swissprot literature supervised comparative

• Information extraction from full text scientific articles: where are the keywords?

  PMID 12775220 · PMC166134 · BMC bioinformatics · 2003 · 8 claims · 5 setups

  Full-text index only

  The keyword content of the five article sections (A, I, M, R, D) is heterogeneous, i.e., different sections carry different kinds of information.

  corpus same articles keyword validation qualitative

• Rapid preparation of nuclei-depleted detergent-resistant membrane fractions suitable for proteomics analysis.

  PMID 18534013 · PMC2440737 · BMC cell biology · 2008 · 6 claims · 4 setups

  Full-text index only

  A modified differential detergent extraction method (pelleting nuclei/intact cells at low speed before detergent solubilization) yields DRM fractions with markedly reduced nuclear protein contamination compared to the conventional method.

  lncap fractions immunofluorescence differential concentration

• The rate of the 6174delT founder Jewish mutation in BRCA2 in patients with non-colonic gastrointestinal tract tumours in Israel.

  PMID 11207041 · PMC2363777 · British journal of cancer · 2001 · 8 claims · 2 setups

  Full-text index only

  The 6174delT BRCA2 mutation carrier rate is significantly higher in Jewish Ashkenazi non-colonic GI cancer patients (8.6%) than in the general Ashkenazi population (1.16%)

  unselected peripheral extraction pcr

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 6 claims · 8 setups

  Has reproduction

  A deep learning WSI cluster (three-class mini batch K-means on Inception V3 features) is associated with overall survival (P<0.001) and is an independent prognostic predictor (P=0.031) in BLCA.

  tcga-blca blca tcga deep transfer-learning neural-network

• Long-read nanopore shotgun metagenomic DNA sequencing for river biodiversity, wildlife, pollution, and environmental health monitoring.

  PMID 42038409 · PMC13107125 · NAR genomics and bioinformatics · 2026 · 7 claims · 7 setups

  Has reproduction · 78

  Long-read shotgun metagenomic sequencing of eDNA can simultaneously detect and quantify organismal DNA from viruses to mammals in a single assay

  river edna extracted raw edna concentration quantitative

• Genomic sequencing of the severe acute respiratory syndrome-coronavirus.

  PMID 16916263 · PMC7121524 · Methods in molecular biology (Clifton, N.J.) · 2006 · 7 claims · 7 setups

  Full-text index only

  PCR-based amplification and direct sequencing of SARS-CoV genome fragments is feasible from uncultured clinical specimens (serum, nasopharyngeal aspirate, stool), avoiding culture-derived artifacts and biohazard risk.

  sars-cov extracted cdna pcr viral reverse real-time

• Clinical and genetic analysis of Korean patients with Miyoshi myopathy: identification of three novel mutations in the DYSF gene.

  PMID 16891820 · PMC2729898 · Journal of Korean medical science · 2006 · 7 claims · 7 setups

  Full-text index only

  All three unrelated Korean MM patients carried compound heterozygous mutations in the DYSF gene.

  peripheral dysf chromosomes korean genomic pcr direct

• Optimizing sample handling for urinary proteomics.

  PMID 18662026 · PMC5451898 · Journal of proteome research · 2008 · 7 claims · 4 setups

  Full-text index only

  The method of protein extraction (lyophilization, ethanol precipitation, ultrafiltration, reverse-phase trapping column) does not alter the urinary proteome at the protein or peptide level

  urine bradford sds-page

• SNP-specific extraction of haplotype-resolved targeted genomic regions.

  PMID 18611953 · PMC2528194 · Nucleic acids research · 2008 · 6 claims · 4 setups

  Full-text index only

  SNP-specific extraction isolates haploid genomic DNA flanking targeted SNPs by hybridizing an allele-specific oligo, enzymatically extending it with biotinylated nucleotides, and capturing the tagged allele with streptavidin-coated magnetic particles.

  genomic diploid quantitative sanger low

• Improved mutation tagging with gene identifiers applied to membrane protein stability prediction.

  PMID 19758467 · PMC2745585 · BMC bioinformatics · 2009 · 8 claims · 4 setups

  Full-text index only

  MutationTagger achieves 87% F-measure for the mutation retrieval task on a benchmark dataset

  pubmed uniprot five mutation gene sequence

• Rapid detection of allele loss in colorectal tumours using microsatellites and fluorescent DNA technology.

  PMID 8512811 · PMC1968523 · British journal of cancer · 1993 · 6 claims · 3 setups

  Full-text index only

  Fluorescently labelled microsatellite PCR products analysed on an automated DNA sequencer allow rapid, automated quantitation (peak size, height, area) of allele loss, avoiding drawbacks of radioactive RFLP analysis.

  fresh-frozen paired pcr genomic fluorescent automated

• Tracing truth: dynamic temporal networks for multi-modal fake news detection.

  PMID 40989433 · PMC12453775 · PeerJ. Computer science · 2025 · 8 claims · 5 setups

  Has reproduction · 33

  The proposed dynamic temporal network (DTN) model improves multi-modal fake news detection accuracy by capturing temporal dynamics of propagation nodes and dynamically fusing multi-modal information.

  news news-related users social text image social

• Wide-Open: Accelerating public data release by automating detection of overdue datasets.

  PMID 28594819 · PMC5464523 · PLoS biology · 2017 · 7 claims · 5 setups

  Has reproduction · 74

  Wide-Open is a general text-mining approach that automatically detects overdue datasets by scanning PubMed articles for dataset accession identifiers and querying repositories to determine if the datasets remain private.

  open-access geo sra text database web

• Multimodal data integration for biologically-relevant artificial intelligence to guide adjuvant chemotherapy in stage II colorectal cancer.

  PMID 40472802 · PMC12171563 · EBioMedicine · 2025 · 6 claims · 7 setups

  Has reproduction · 83

  AI-derived radiological clustering identifies stage II CRC patients with significantly different survival benefit from adjuvant chemotherapy

  stage patients tumour whole-tumour radiomics bulk cellular

• Intra-Host Co-Existing Strains of SARS-CoV-2 Reference Genome Uncovered by Exhaustive Computational Search.

  PMID 37243151 · PMC10224212 · Viruses · 2023 · 8 claims · 7 setups

  Has reproduction · 100

  An exhaustive-search workflow can recover intra-host co-existing SARS-CoV-2 strains from the reference-genome read set (SRR11092062) that de Bruijn-graph assemblers discard.

  sars-cov-2 spike predicted california short-read read sequence

• Potentially bioavailable iron produced through benthic cycling in glaciated Arctic fjords of Svalbard.

  PMID 33649339 · PMC7921405 · Nature communications · 2021 · 8 claims · 5 setups

  Has reproduction · 89

  Benthic biogeochemical cycling in Arctic fjord sediments converts glacially-derived iron into more labile phases, generating up to a 9-fold increase in potentially bioavailable iron with distance from the fjord head

  glacial fjord sediment ascorbate microbial sequential

• CoMoDis: composite motif discovery in mammalian genomes.

  PMID 17130158 · PMC1702496 · Nucleic acids research · 2007 · 7 claims · 4 setups

  Full-text index only

  CoMoDis is a new bioinformatics tool that streamlines computational identification of novel regulatory modules starting from a single seed motif

  ncbi35 gata-1 gene imr90 computational microarray seed-motif-anchored

• Local combinational variables: an approach used in DNA-binding helix-turn-helix motif prediction with sequence information.

  PMID 19651875 · PMC2761287 · Nucleic acids research · 2009 · 8 claims · 7 setups

  Full-text index only

  The LCV approach predicts HTH motifs with 93.29% accuracy, 93.93% sensitivity and 92.66% specificity using only primary sequence information

  quintessentialset-88 hth same newly lcs svm traditional

• scATD: a high-throughput and interpretable framework for single-cell cancer drug resistance prediction and biomarker identification.

  PMID 40501071 · PMC12159290 · Briefings in bioinformatics · 2025 · 8 claims · 6 setups

  Has reproduction · 62

  scATD enables high-throughput single-cell drug sensitivity prediction for new patients without model parameter retraining via bidirectional Bi-AdaIN style transfer

  panglaodb cancer geo gse137829 single-cell bulk