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).

• Metagenomic analysis of respiratory tract DNA viral communities in cystic fibrosis and non-cystic fibrosis individuals.

  PMID 19816605 · PMC2756586 · PloS one · 2009 · 8 claims · 8 setups

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  CF phage communities are highly similar to each other, whereas Non-CF individuals have more distinct, variable phage communities reflecting transient environmental sampling

  sputum phage metagenomes inferred metagenomic functional diversity

• 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

• Conservation and losses of non-coding RNAs in avian genomes.

  PMID 25822729 · PMC4378963 · PloS one · 2015 · 8 claims · 6 setups

  Has reproduction · 100

  Homology-based covariance model (Rfam CM) annotation, combined with tRNAscan-SE and miRBase-derived models, identifies ncRNA loci across 48 avian genomes

  avian bird chicken covariance trna microrna

• Viral Diagnostics in Plants Using Next Generation Sequencing: Computational Analysis in Practice.

  PMID 29123534 · PMC5662881 · Frontiers in plant science · 2017 · 8 claims · 8 setups

  Has reproduction · 100

  Molecular techniques such as RT-PCR only allow detection of known viruses, with each test specific to one or a small number of related viruses, so unknown viruses can be missed

  garlic pepper pear grapevine rna-seq srna-seq

• Integration of Dual Stress Transcriptomes and Major QTLs from a Pair of Genotypes Contrasting for Drought and Chronic Nitrogen Starvation Identifies Key Stress Responsive Genes in Rice.

  PMID 34089405 · PMC8179884 · Rice (New York, N.Y.) · 2021 · 8 claims · 7 setups

  Has reproduction · 43

  N22 performed better than IR64 under dual (low N + low water) stress overall, owing to better root architecture, chlorophyll/porphyrin synthesis and oxidative stress management

  root shoot leaf rice bulk root chlorophyll

• Revealing an unexpectedly low electron injection threshold via reinforced shock acceleration.

  PMID 39805850 · PMC11730962 · Nature communications · 2025 · 8 claims · 4 setups

  Has reproduction · 68

  A reinforced shock acceleration model combining foreshock transients, wave-particle interactions, and variable stellar wind conditions operating across multiple scales enables electrons to consistently reach relativistic energies

  mms artemis foreshock six situ wave multi-event

• GeneSetCart: assembling, augmenting, combining, visualizing, and analyzing gene sets.

  PMID 40208796 · PMC11984350 · GigaScience · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  GeneSetCart is a web-based platform that lets users assemble, augment, combine, visualize, and analyze gene sets from multiple sources in one place

  user-assembled archs4 generif-derived aggregated gene gene-gene literature

• MUTACLASH: identifying functional small RNA target sites using crosslinking-induced mutations.

  PMID 41330639 · PMC12810180 · RNA (New York, N.Y.) · 2026 · 8 claims · 6 setups

  Has reproduction · 30

  MUTACLASH, a bioinformatics pipeline for identifying small RNA-mRNA hybrids and locating CIMs within CLASH data, was developed

  elegans clash iclip sequencing

• Global and precise identification of functional miRNA targets in mESCs by integrative analysis.

  PMID 35899551 · PMC9442311 · EMBO reports · 2022 · 8 claims · 8 setups

  Has reproduction · 93

  Fewer than 10% of expressed genes are directly and functionally regulated by miRNAs in mESCs

  mirna_ko mescs drosha_ko escs bulk western ago2

• Protein coding potential of retroviruses and other transposable elements in vertebrate genomes.

  PMID 15716312 · PMC549403 · Nucleic acids research · 2005 · 8 claims · 5 setups

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  About 1000 genes across four vertebrate gene sets analyzed contain at least one RETRA marker protein domain

  predicted non-masked genome interpro hmm tblastn inter-species

• Linking disease-associated genes to regulatory networks via promoter organization.

  PMID 15701758 · PMC549397 · Nucleic acids research · 2005 · 8 claims · 7 setups

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  Pairs of TFBSs conserved both vertically (orthologous genes) and horizontally (co-regulated genes) can serve as seeds to build promoter models representing potential co-regulation networks

  orthologous eukaryotic genomatix pubmed promoter model additional

• Broad network-based predictability of Saccharomyces cerevisiae gene loss-of-function phenotypes.

  PMID 18053250 · PMC2246260 · Genome biology · 2007 · 8 claims · 4 setups

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  Loss-of-function phenotypes in yeast are predictable from a gene's connections in a functional gene network via guilt-by-association.

  saccharomyces guilt-by-association comparison network-guided

• How accurately is ncRNA aligned within whole-genome multiple alignments?

  PMID 17963514 · PMC2206062 · BMC bioinformatics · 2007 · 7 claims · 4 setups

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  MULTIZ does a fairly accurate job of aligning ncRNA regions across 17 vertebrate genomes, but better alignments exist in some regions.

  genome vertebrate nonhuman genomic sequence whole-genome covariance

• Association of the SerCys DISC1 polymorphism with human hippocampal formation gray matter and function during memory encoding.

  PMID 19046394 · PMC2865560 · The European journal of neuroscience · 2008 · 8 claims · 5 setups

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  Individuals homozygous for the DISC1 Ser allele show greater HF (parahippocampal) gray matter volume than Cys allele carriers

  healthy extracted voxel-based task psychophysiological

• Nutritional genomics, polyphenols, diets, and their impact on dietetics.

  PMID 18954579 · PMC2692306 · Journal of the American Dietetic Association · 2008 · 8 claims · 8 setups

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  Nutrient-gene interactions, exemplified by the MTHFR C677T polymorphism, modulate individual metabolic responses (e.g., homocysteine metabolism) and can be offset by adjusting nutrient intake such as folate

  mammary embryonic subjects rats gene histone carcinogen-induced

• Genomics in space life sciences.

  PMID 18558380 · PMC5054090 · Genomics, proteomics & bioinformatics · 2008 · 8 claims · 6 setups

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  Sudden changes in gravity alter mRNA levels of various genes, indicating molecular-level effects of microgravity

  keratinocyte wi-38 candida rice microarray suppression pathogenicity

• Empirical Bayes analysis of quantitative proteomics experiments.

  PMID 19829701 · PMC2759080 · PloS one · 2009 · 8 claims · 4 setups

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  Developed a new empirical Bayes framework that models log2 SILAC protein ratios and is robust to non-Gaussian tails and data sparsity, unlike Gaussian mixture models or Efron's original spline-based approach

  hela predicted computational silac utr gaussian

• 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

• A parsimony approach to biological pathway reconstruction/inference for genomes and metagenomes.

  PMID 19680427 · PMC2714467 · PLoS computational biology · 2009 · 8 claims · 6 setups

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  The naïve mapping approach (present if ≥1 associated function is found) leads to an inflated estimate of biological pathways and overestimates functional diversity of a sample.

  complete genome escherichia environmental comparative pathway local

• 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