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).

• Comparing the utility of in vivo transposon mutagenesis approaches in yeast species to infer gene essentiality.

  PMID 32681306 · PMC7599172 · Current genetics · 2020 · 7 claims · 7 setups

  Has reproduction · 81

  A machine-learning (Random Forest) approach trained on transposon insertion features can predict gene essentiality genome-wide in yeast species

  saccharomyces schizosaccharomyces candida computational transposon random

• Physiology engages with functional genomics - at last.

  PMID 16086845 · PMC1273626 · Genome biology · 2005 · 8 claims · 8 setups

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  Large-scale QTL phenotyping in rat strains reveals that most hypertension-related traits are sexually dimorphic

  wild-type caenorhabditis kidney pcr qtl enu copas

• Efficient algorithms for probing the RNA mutation landscape.

  PMID 18688270 · PMC2475669 · PLoS computational biology · 2008 · 8 claims · 4 setups

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  RNAmutants generalizes McCaskill's partition function algorithm to sum over the grand canonical ensemble of all secondary structures of all k-point mutants, simultaneously computing MFE(k) and Z(k) for each k

  element hepatitis hiv utr partition deleterious mutation

• Alkyltransferase-mediated toxicity of 1,3-butadiene diepoxide.

  PMID 18712882 · PMC2614079 · Chemical research in toxicology · 2008 · 8 claims · 6 setups

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  hAGT expression increases mutations and cytotoxicity following BDO exposure, and hAGT-DNA cross-links form in the presence of BDO

  recombinant wt-hagt [35s]-labelled trg8 sds-page time-course forward

• Predicting positive p53 cancer rescue regions using Most Informative Positive (MIP) active learning.

  PMID 19756158 · PMC2742196 · PLoS computational biology · 2009 · 8 claims · 4 setups

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  MIP active learning is a novel active learning method that preferentially seeks informative Positive (functionally active) examples rather than only maximizing classifier accuracy.

  engineered p53 computational yeast-based regional homology

• Relation of response to treatment with dorzolamide in X-linked retinoschisis to the mechanism of functional loss in retinoschisin.

  PMID 18834580 · PMC2668603 · American journal of ophthalmology · 2009 · 6 claims · 4 setups

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  A positive response of macular cysts to dorzolamide can occur across all three known mechanisms of retinoschisin dysfunction (absent secretion, decreased expression, non-functional secretion).

  eyes blood-derived ebna xlrs optical genetic transfection

• Deep-learning prediction of gene expression from personal genomes.

  PMID 41495833 · PMC12869966 · Genome biology · 2026 · 8 claims · 8 setups

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  Fine-tuning Enformer on paired personal WGS and RNA-seq data (Variformer) corrects Enformer's failure to predict inter-individual gene expression differences across held-out people.

  gtex rosmap same monocyte paired mutagenesis chromhmm

• Structural organization and interactions of transmembrane domains in tetraspanin proteins.

  PMID 15985154 · PMC1190194 · BMC structural biology · 2005 · 8 claims · 5 setups

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  TM1, TM2 and TM3 of human tetraspanins display a distinct heptad repeat motif (abcdefg)n, while TM4 lacks this motif.

  tetraspanin cd9 gfp single-cysteine sequence cross-species fluorescence

• Considerations regarding the genetics of obesity.

  PMID 19037210 · PMC2682366 · Obesity (Silver Spring, Md.) · 2008 · 8 claims · 8 setups

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  Genetic factors account for 40-70% of the variance in human adiposity

  monozygotic subjects european children twin genome-wide association

• Angiotensin I-converting enzyme mutation (Trp1197Stop) causes a dramatic increase in blood ACE.

  PMID 20011602 · PMC2788243 · PloS one · 2009 · 8 claims · 8 setups

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  A novel heterozygous Trp1197Stop (W1197X) mutation in the ACE gene causes a 13-fold increase in blood ACE activity in an African-American family

  plasma genomic cho heparinized ace plate conformational

• Evolution of variants of yeast site-specific recombinase Flp that utilize native genomic sequences as recombination target sites.

  PMID 17003057 · PMC1635253 · Nucleic acids research · 2006 · 8 claims · 8 setups

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  Stepwise directed evolution using chimeric FLRT (FRT/genomic hybrid) intermediate sites can generate Flp variants capable of recombining native genomic FRT-like sequences from the human IL10 gene (FL-IL10A, FL-IL10B).

  coli flp il10 flp-holliday recombination site-specific computational

• Genomics Define Malignant Transformation in Myeloma Precursor Conditions.

  PMID 41061199 · PMC12614327 · Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2026 · 7 claims · 5 setups

  Has reproduction · 78

  Genomic profiling can identify malignant transformation in MGUS/SMM patients, distinguishing 'genomic MM' from 'genomic MGUS' despite identical clinical/morphologic presentation

  cd138+ mgus whole-exome whole-genome copy-number

• Predicting the pathogenicity of missense variants using features derived from AlphaFold2.

  PMID 37084271 · PMC10203375 · Bioinformatics (Oxford, England) · 2023 · 6 claims · 8 setups

  Has reproduction · 85

  AlphaFold2-derived structural features (solvent accessibility, amino acid network features, physicochemical environment, pLDDT) can be used to train a random forest classifier (AlphScore) that distinguishes proxy-benign from proxy-pathogenic missense variants.

  gnomad alphafold2-predicted alphscore proteins machine secondary physicochemical