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).
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Seeded Bayesian Networks: constructing genetic networks from microarray data.
PMID 18601736 · PMC2474592 · BMC systems biology · 2008 · 8 claims · 4 setups
Seeding Bayesian Network analysis with prior networks derived from literature and/or PPI data improves recovery of known gene-gene interactions compared to BN analysis without a seed
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Filtering high-throughput protein-protein interaction data using a combination of genomic features.
PMID 15833142 · PMC1127019 · BMC bioinformatics · 2005 · 8 claims · 8 setups
A combination of three genomic features (interacting Pfam domains, GO annotations, sequence homology) using naive Bayesian networks predicts true protein-protein interactions with high sensitivity and good specificity.
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InSite: a computational method for identifying protein-protein interaction binding sites on a proteome-wide scale.
PMID 17868464 · PMC2375030 · Genome biology · 2007 · 8 claims · 8 setups
InSite predicts protein-pair-specific binding motifs ('Motif M on protein A binds to protein B') by integrating heterogeneous PPI and motif-motif interaction evidence within a Bayesian network trained by EM
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Genetical genomics: spotlight on QTL hotspots.
PMID 18949031 · PMC2563687 · PLoS genetics · 2008 · 8 claims · 4 setups
Distant eQTL hotspots are rare and difficult to reliably verify across published genetical genomics studies
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Adaptations to climate in candidate genes for common metabolic disorders.
PMID 18282109 · PMC2242814 · PLoS genetics · 2008 · 8 claims · 7 setups
A network-based bioinformatics approach (Molecular Triangulation) was used to select 82 candidate genes belonging to the core subnetwork of metabolic syndrome phenotypes.
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Systems biology: where it's at in 2005.
PMID 16086862 · PMC1273629 · Genome biology · 2005 · 8 claims · 8 setups
High-throughput genetic-interaction and physical-interaction maps show only minimal overlap with each other, whereas literature-derived genetic and physical interaction maps share a much greater fraction of edges
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PeroxisomeDB: a database for the peroxisomal proteome, functional genomics and disease.
PMID 17135190 · PMC1747181 · Nucleic acids research · 2007 · 8 claims · 6 setups
PeroxisomeDB integrates the complete peroxisomal proteome of Homo sapiens and Saccharomyces cerevisiae into interrelated 'Genes', 'Functions', 'Metabolic pathways' and 'Diseases' sections with links to NCBI, ENSEMBL and UCSC
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Discovery and hypothesis generation through bioinformatics.
PMID 16522224 · PMC1431734 · Genome biology · 2006 · 8 claims · 8 setups
Bioinformatics should be used as a tool for discovery and hypothesis generation, not merely to manage biological data