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).

• Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features.

  PMID 37509188 · PMC10377046 · Biomolecules · 2023 · 8 claims · 6 setups

  Has reproduction · 89

  GRF identifies effective features that form highly connected sub-graphs on the underlying biological network

  synthetic tcga embryonic simulation sub-graph reproducibility

• Assessing individual differences in genome-wide gene expression in human whole blood: reliability over four hours and stability over 10 months.

  PMID 19653838 · PMC3819565 · Twin research and human genetics : the official journal of the International Society for Twin Studies · 2009 · 8 claims · 5 setups

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  A subset of probesets (3,414) shows 4-hour test-retest reliability exceeding r=0.70 for detecting individual differences in gene expression.

  blood edta reliably genome-wide twin sub-type

• Does excitatory fronto-extracerebral tDCS lead to improved working memory performance?

  PMID 24555105 · PMC3869492 · F1000Research · 2013 · 8 claims · 4 setups

  Has reproduction · 61

  Active anodal left DLPFC tDCS with a contralateral cheek reference did not significantly enhance 3-back working memory performance over sham across the two-day experiment (no main effect of group, no group x time interaction).

  healthy 3-back linear

• Duplication count distributions in DNA sequences.

  PMID 19256873 · PMC3121164 · Physical review. E, Statistical, nonlinear, and soft matter physics · 2008 · 8 claims · 8 setups

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  Duplication count distributions N(c) for complex 40-mers show power-law-like decay for c roughly 3 to 50 (or higher) across human, C. elegans, A. thaliana, and D. melanogaster genomes.

  genome elegans thaliana melanogaster genome-wide transposable homogeneous

• TEMP: a computational method for analyzing transposable element polymorphism in populations.

  PMID 24753423 · PMC4066757 · Nucleic acids research · 2014 · 8 claims · 8 setups

  Has reproduction · 61

  TEMP combines pair-end (discordant) read and split (soft-clipped) read information to identify both presence and absence of TE insertions in genomic DNA from heterogeneous/pooled samples.

  drosophila five four melanogaster simulated comparative whole-genome

• Regulatory and evolutionary adaptation of yeast to acute lethal ethanol stress.

  PMID 33170850 · PMC7654773 · PloS one · 2020 · 8 claims · 4 setups

  Has reproduction · 68

  Yeast cells activate a rapid transcriptional reprogramming process following acute lethal ethanol stress that is likely adaptive for post-stress survival

  haploid pooled colony bulk pooled

• Allelic drop-out may occur with a primer binding site polymorphism for the commonly used RFLP assay for the -1131T>C polymorphism of the Apolipoprotein AV gene.

  PMID 16670016 · PMC1513378 · Lipids in health and disease · 2006 · 8 claims · 6 setups

  Full-text index only

  A -987C>T polymorphism located 4bp from the 3' end of the MseI RFLP forward primer causes allelic drop-out, producing incorrect -1131T>C genotypes.

  asian random subjects unrelated arms-pcr msei sanger

• MiPred: classification of real and pseudo microRNA precursors using random forest prediction model with combined features.

  PMID 17553836 · PMC1933124 · Nucleic acids research · 2007 · 8 claims · 8 setups

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  A hybrid feature combining local contiguous triplet structure-sequence composition, MFE of the secondary structure, and P-value of a randomization test improves classification of real vs pseudo pre-miRNAs

  real combined pre-mirna training random independent repeated

• Deducing topology of protein-protein interaction networks from experimentally measured sub-networks.

  PMID 18598366 · PMC2474618 · BMC bioinformatics · 2008 · 7 claims · 6 setups

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  Experimentally measured protein-protein interaction sub-networks are not random samples of their parent networks.

  yeast drosophila networks dppi reanalysis computer repeated

• MrHAMER yields highly accurate single molecule viral sequences enabling analysis of intra-host evolution.

  PMID 33849057 · PMC8266615 · Nucleic acids research · 2021 · 8 claims · 7 setups

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  MrHAMER yields >1000s of viral genomes per sample at 99.9% accuracy

  psg3.1 transcribed double-stranded mrhamer transcription reverse mrhamer

• Prediction of candidate primary immunodeficiency disease genes using a support vector machine learning approach.

  PMID 19801557 · PMC2780952 · DNA research : an international journal for rapid publication of reports on genes and genomes · 2009 · 6 claims · 3 setups

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  An SVM trained on 69 binary features of known PID genes can accurately classify PID vs non-PID genes and predict novel candidate PID genes

  genome training svm support leave-one-out sensitivity

• Comprehensive benchmarking of large language models for RNA secondary structure prediction.

  PMID 40205851 · PMC11982019 · Briefings in bioinformatics · 2025 · 7 claims · 4 setups

  Has reproduction · 88

  Existing RNA-LLMs had not previously been evaluated for secondary structure prediction in a unified, fair experimental setup with the same datasets and prediction model.

  archiveii bprna large-scale secondary cross-family self-supervised

• Estimates of recent and historical effective population size in turbot, seabream, seabass and carp selective breeding programmes.

  PMID 34742227 · PMC8572424 · Genetics, selection, evolution : GSE · 2021 · 8 claims · 8 setups

  Has reproduction · 53

  Current (recent) effective population size is equal to or less than 50 fish in all analysed farmed populations

  turbot gilthead european common rad genotype decay

• Molecular epidemiology and pathogenic potential of underdiagnosed human papillomavirus types.

  PMID 18601724 · PMC2491624 · BMC microbiology · 2008 · 8 claims · 7 setups

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  Many mucosal HPV types are missed by widely used commercial assays (HC2, INNO-LiPA, Amplicor/LA), causing substantial underdiagnosis of HPV infections

  genital clinical hpv patients pcr cycle sequence

• A role of SCN9A in human epilepsies, as a cause of febrile seizures and as a potential modifier of Dravet syndrome.

  PMID 19763161 · PMC2730533 · PLoS genetics · 2009 · 7 claims · 8 setups

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  A heterozygous SCN9A missense mutation (p.N641Y) cosegregates with febrile seizures in the large K4425 family and is absent from ethnically matched population controls

  family k4425 embryonic scn9a-n641y linkage copy deletion