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).

• Optimal Dual RNA-Seq Mapping for Accurate Pathogen Detection in Complex Eukaryotic Hosts.

  PMID 39959292 · PMC11825298 · Bio-protocol · 2025 · 7 claims · 6 setups

  Has reproduction · 90

  Mapping adapter-trimmed reads first to the pathogen genome recovers more pathogen reads than the traditional host-first mapping approach.

  monocyte-derived raw same trimmed dual fastqc adapter

• Dynamic Gene Attention Focus (DyGAF): Enhancing Biomarker Identification Through Dual-Model Attention Networks.

  PMID 40160891 · PMC11951896 · Bioinformatics and biology insights · 2025 · 6 claims · 5 setups

  Has reproduction · 44

  DyGAF, a dual-model attention neural network (independent Model A + dependent Model B), identifies and ranks genes by significance for COVID-19 biomarker discovery more effectively than differential expression analysis (DEA) and random forest (RF) feature selection

  nasopharyngeal same dygaf-ranked bulk differential random

• Thermodynamic stability and Watson-Crick base pairing in the seed duplex are major determinants of the efficiency of the siRNA-based off-target effect.

  PMID 18988625 · PMC2602766 · Nucleic acids research · 2008 · 8 claims · 6 setups

  Full-text index only

  Thermodynamic stability (Tm and standard free-energy change, ΔG) of the seed duplex is a major determinant of siRNA off-target effect efficiency

  hela protein-free dual-luciferase reporter thermodynamic

• ADaCGH: A parallelized web-based application and R package for the analysis of aCGH data.

  PMID 17710137 · PMC1940324 · PloS one · 2007 · 8 claims · 4 setups

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  ADaCGH implements eight CNA detection methods, including the best-performing ones from recent reviews (CBS, GLAD, CGHseg, HMM)

  30-node web-based cluster simulated computational web comparison

• Common variants in FLNB/CRTAP, not ARHGEF3 at 3p, are associated with osteoporosis in southern Chinese women.

  PMID 19727905 · PMC2946578 · Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2010 · 7 claims · 6 setups

  Full-text index only

  Multiple SNPs and haplotypes in FLNB are significantly associated with BMD at lumbar spine, femoral neck, and total hip

  southern same subjects genotype tag taqman dual-energy

• Multiplex amplification enabled by selective circularization of large sets of genomic DNA fragments.

  PMID 15860768 · PMC1087789 · Nucleic acids research · 2005 · 8 claims · 4 setups

  Full-text index only

  Selector oligonucleotides can circularize many distinct genomic restriction fragments in one reaction, enabling parallel amplification with a single universal primer pair instead of multiple target-specific primer pairs

  genomic 7776-clone selector-based cdna restriction

• FISH and SNP-A karyotyping in myelodysplastic syndromes: improving cytogenetic detection of del(5q), monosomy 7, del(7q), trisomy 8 and del(20q).

  PMID 19758696 · PMC2826525 · Leukemia research · 2010 · 7 claims · 4 setups

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  MC, FISH, and SNP-A are complementary techniques whose combined use improves diagnostic yield for detecting del(5q), -7/del(7q), trisomy 8, and del(20q) in MDS

  bone pellets extracted cd3+ metaphase fluorescence snp

• Decision tree-driven tandem mass spectrometry for shotgun proteomics.

  PMID 18931669 · PMC2597439 · Nature methods · 2008 · 8 claims · 5 setups

  Full-text index only

  A decision tree (DT) algorithm that selects CAD or ETD per precursor based on z and m/z yields more peptide identifications than either CAD or ETD alone

  saccharomyces proteome embryonic nlc-ms phosphoproteomics sequential