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).

• 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

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  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

• Comparing time series transcriptome data between plants using a network module finding algorithm.

  PMID 31164912 · PMC6544932 · Plant methods · 2019 · 8 claims · 6 setups

  Has reproduction · 59

  Converting gene expression patterns into co-expression networks and applying a cross-species network module finding algorithm (OrthoClust with simulated annealing) solves the problem of matching developmental stages between two species without requiring one-to-one stage mapping.

  soybean arabidopsis cross-species module reciprocal bulk co-expression

• Multi-context seeds enable fast and high-accuracy read mapping.

  PMID 41764549 · PMC13059148 · Genome biology · 2026 · 7 claims · 5 setups

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  Multi-context seeds (MCS) allow storage of seeds with different lengths in the same index structure by splitting hash bits among strobes, enabling full and partial matches

  simulated chm13 same sequence seed simulated

• Ancient gene duplicates in Gossypium (cotton) exhibit near-complete expression divergence.

  PMID 24558256 · PMC3971588 · Genome biology and evolution · 2014 · 8 claims · 8 setups

  Has reproduction · 50

  Nearly all (99.4%) ancient paralog pairs in Gossypium raimondii are differentially expressed in at least one of three tissues (petal, leaf, seed), indicating massive, near-complete expression-level divergence.

  gossypium transcripts uq-normalized differentially comparative coding bulk

• Predicting the protein interaction landscape of a free-living bacterium with pooled-AlphaFold3.

  PMID 41559189 · PMC13047044 · Molecular systems biology · 2026 · 8 claims · 6 setups

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  Pooled-AlphaFold3 prediction improves accuracy of genome-scale PPI screens compared to a paired approach while reducing inference time (~2-fold) and job count (~100-fold)

  mycoplasma subset genitalium simulated pooled paired benchmarking

• Much ado about nothing: modeling amino acid replacement with predicted protein structures.

  PMID 42036821 · PMC13171170 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 7 setups

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  AFSM was constructed from over 660,000 structural alignments across ~21,000 proteins (297 InterPro families), following the BLOSUM log-odds methodology.

  proteins balibase pfam cath structural sequence remote

• Identification of the Wheat (Triticum aestivum) IQD Gene Family and an Expression Analysis of Candidate Genes Associated with Seed Dormancy and Germination.

  PMID 35456910 · PMC9025732 · International journal of molecular sciences · 2022 · 8 claims · 8 setups

  Has reproduction · 78

  73 IQD gene family members were identified in the wheat genome and classified into six phylogenetic groups

  triticum taiqd wheat rice genome-wide phylogenetic gene

• NeoPrecis: enhancing immunotherapy response prediction through integration of qualified immunogenicity and clonality-aware neoantigen landscapes.

  PMID 41577704 · PMC12932759 · Nature communications · 2026 · 8 claims · 8 setups

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  NeoPrecis-Immuno, a T-cell recognition model incorporating MHC-binding motif enrichment into a cross-reactivity-distance framework, improves neoantigen immunogenicity prediction.

  tcr-pmhc cedar cedar-derived nci cross-reactive t-cell immunogenicity

• Genome-wide prioritization of disease genes and identification of disease-disease associations from an integrated human functional linkage network.

  PMID 19728866 · PMC2768980 · Genome biology · 2009 · 6 claims · 6 setups

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  Integrating 16 genomic features (32 sub-features) via a naïve Bayes classifier produces a genome-scale FLN of 21,657 human genes and 22,388,609 weighted links that outperforms any individual data source for inferring functional linkages.

  genome gene omim known naïve linkage disease-centric