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).

• A computational screen for type I polyketide synthases in metagenomics shotgun data.

  PMID 18953415 · PMC2568958 · PloS one · 2008 · 8 claims · 6 setups

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  Combining HMM domain searches with maximum-likelihood phylogenetic trees can discriminate true PKS I sequences from evolutionarily related but functionally different enzymes (e.g., FAS I) in metagenomic data.

  predicted hmm-identified reference hmm hmm maximum-likelihood robinson-foulds

• Towards a comprehensive structural coverage of completed genomes: a structural genomics viewpoint.

  PMID 17349043 · PMC1829165 · BMC bioinformatics · 2007 · 8 claims · 6 setups

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  A combined target-selection approach — pursuing both structurally uncharacterised domain families and additional targets from large structurally characterised superfamilies — is essential for comprehensive structural coverage of the genomes.

  sp-trembl hmm-based domain computational

• Phylogenetic variation and polymorphism at the toll-like receptor 4 locus (TLR4).

  PMID 11104518 · PMC31919 · Genome biology · 2000 · 7 claims · 7 setups

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  The Tlr4 extracellular domain is far more variable than the cytoplasmic domain, both among mouse strains and among species

  tlr4 mus chimpanzee baboon genomic coding sequence

• MODBASE: a database of annotated comparative protein structure models and associated resources.

  PMID 16381869 · PMC1347422 · Nucleic acids research · 2006 · 8 claims · 7 setups

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  MODBASE is a database of automatically calculated comparative protein structure models covering all UniProt sequences matchable to a known structure

  uniprot non-redundant complexes saccharomyces comparative pairwise domain-domain

• Accelerated evolution of the ASPM gene controlling brain size begins prior to human brain expansion.

  PMID 15045028 · PMC374243 · PLoS biology · 2004 · 8 claims · 6 setups

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  The ASPM gene shows accelerated (positively selected) evolution in the African hominoid clade, and this acceleration precedes hominid brain expansion by several million years.

  chimpanzee retrofitted primate aspm tar restriction genomic

• Evolutionary cores of domain co-occurrence networks.

  PMID 15788102 · PMC1079808 · BMC evolutionary biology · 2005 · 8 claims · 4 setups

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  The innermost (globally central) cores of protein domain co-occurrence networks gradually grow in size with increasing evolutionary/developmental complexity of the organism.

  cerevisiae domain weighted comparative

• Structural effects of clinically observed mutations in JAK2 exons 13-15: comparison with V617F and exon 12 mutations.

  PMID 19744331 · PMC2749040 · BMC structural biology · 2009 · 8 claims · 1 setups

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  The simulation-derived JH1/JH2 interface provides a platform that explains the mutational effect of all tested mutants, including presumably benign controls, at the atomic level

  homology-model-derived molecular

• The 10 sea urchin receptor for egg jelly proteins (SpREJ) are members of the polycystic kidney disease-1 (PKD1) family.

  PMID 17629917 · PMC1934368 · BMC genomics · 2007 · 8 claims · 5 setups

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  Sea urchins possess 10 SpREJ (PKD1 family) genes, compared to five in humans, all defined by possession of a ~600 residue REJ domain

  strongylocentrotus sprej purpuratus full-length cdna secondary real-time

• Coiled-coil protein composition of 22 proteomes--differences and common themes in subcellular infrastructure and traffic control.

  PMID 16288662 · PMC1322226 · BMC evolutionary biology · 2005 · 7 claims · 5 setups

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  Proteins with extended coiled-coil domains (>250 amino acids) are largely absent from bacterial genomes but present in archaea and eukaryotes.

  proteomes predicted long prokaryotic coiled-coil all-against-all sequence

• What makes species unique? The contribution of proteins with obscure features.

  PMID 16859532 · PMC1779552 · Genome biology · 2006 · 7 claims · 8 setups

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  POFs constitute 18-38% (average 26%) of a typical eukaryotic proteome

  eukaryotic animal cerevisiae homo hmmpfam blast tblastn

• Molecular evolution of Cide family proteins: novel domain formation in early vertebrates and the subsequent divergence.

  PMID 18500987 · PMC2426694 · BMC evolutionary biology · 2008 · 8 claims · 5 setups

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  Sequences homologous to the CIDE-N domain/NCD show a wide phylogenetic distribution, from hydra and sea anemone to mammals, while true Cide proteins are restricted to vertebrates.

  organisms cide cideb hmmer tblastn sequence

• DAGFormer: A graph-based domain adaptation approach for single-cell cancer drug response prediction.

  PMID 41417875 · PMC12795466 · PLoS computational biology · 2025 · 7 claims · 4 setups

  Has reproduction

  DAGFormer, a graph-based domain adaptation framework integrating bulk and scRNA-seq data, predicts single-cell drug responses more accurately than existing methods.

  pan-can jhu006 pc9 a375 bulk scrna-seq

• Long-term trends in evolution of indels in protein sequences.

  PMID 17298668 · PMC1805498 · BMC evolutionary biology · 2007 · 8 claims · 5 setups

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  More than one third of protein domains show a statistically significant tendency to increase or decrease in size over evolutionary distance.

  curated individual cdd linear pearson binomial

• Sustainable data analysis with Snakemake.

  PMID 34035898 · PMC8114187 · F1000Research · 2021 · 8 claims · 4 setups

  Has reproduction · 71

  Reproducibility alone is insufficient for sustainable data analysis; transparency and adaptability are equally important additional properties.

  snakemake example citation software readability

• POCUS: mining genomic sequence annotation to predict disease genes.

  PMID 14611661 · PMC329128 · Genome biology · 2003 · 8 claims · 6 setups

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  Genes predisposing to the same disease tend to share functional annotation IDs (GO/InterPro) more than expected by chance

  omim genome disease comparative pocus expression-id

• Discovering cancer genes by integrating network and functional properties.

  PMID 19765316 · PMC2758898 · BMC medical genomics · 2009 · 8 claims · 6 setups

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  Cancer genes have distinct PPI network topology (higher connectivity, higher clustering coefficient, shorter path length to known cancer genes) compared to non-cancer genes

  genes gene colon ppi pfam term

• Expansion of the BioCyc collection of pathway/genome databases to 160 genomes.

  PMID 16246909 · PMC1266070 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  The BioCyc collection has been expanded to 160 pathway/genome databases (PGDBs) organized into three curation tiers.

  sequenced cmr-derived uniprot cogent computational genome sequence

• Bayesian prediction of microbial oxygen requirement.

  PMID 26913185 · PMC4743139 · F1000Research · 2013 · 7 claims · 8 setups

  Has reproduction · 76

  A naive Bayesian classifier based on presence/absence of class-associated Pfam-A domains can distinguish three oxygen requirement classes (aerobe, anaerobe, facultative anaerobe) from genome sequence, unlike prior studies that only made pairwise distinctions.

  bacterial selected predicted pfam-a genome gene domain

• In Silico screening for functional candidates amongst hypothetical proteins.

  PMID 19754976 · PMC2758874 · BMC bioinformatics · 2009 · 7 claims · 6 setups

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  An in silico selection strategy combining subcellular targeting-signal prediction with protein domain identification can enrich for true functional proteins among hypothetical proteins

  hypothetical targetp-selected mitochondria-predicted subcellular domain database

• Undergraduate research. Genomics Education Partnership.

  PMID 18974335 · PMC2953277 · Science (New York, N.Y.) · 2008 · 6 claims · 4 setups

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  A course-embedded, multi-institution undergraduate research model (the Genomics Education Partnership) can deliver authentic research experiences during the academic year rather than only in summer programs.

  drosophila dot undergraduate genomic gene comparative