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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Mapping proteins to disease terminologies: from UniProt to MeSH.
PMID 18460185 · PMC2367626 · BMC bioinformatics · 2008 · 8 claims · 7 setups
Developed a three-step procedure (disease name extraction, exact matching, partial/similarity-based matching) to map UniProtKB/Swiss-Prot disease names to MeSH terms
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Update of the G2D tool for prioritization of gene candidates to inherited diseases.
PMID 17478516 · PMC1933178 · Nucleic acids research · 2007 · 8 claims · 4 setups
G2D is a web server that prioritizes candidate genes for inherited diseases using three distinct algorithms based on different input information.
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Analysis of protein sequence and interaction data for candidate disease gene prediction.
PMID 17020920 · PMC1636487 · Nucleic acids research · 2006 · 8 claims · 7 setups
Combining CPS and CMP using known disease genes as input achieves sensitivity 0.52 and specificity 0.97, reducing candidate lists 13-fold
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PolySearch: a web-based text mining system for extracting relationships between human diseases, genes, mutations, drugs and metabolites.
PMID 18487273 · PMC2447794 · Nucleic acids research · 2008 · 8 claims · 7 setups
PolySearch supports more than 50 different classes of queries against nearly a dozen types of text, abstract, or bioinformatic databases
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Has reproduction
Accelerating rare disease diagnostics by linking DNA and RNA through an explainable and interactive RNA-guided workflow.
PMID 41685349 · PMC12891912 · NAR genomics and bioinformatics · 2026 · 7 claims · 7 setups
An integrated RNA-guided variant interpretation workflow combining OUTRIDER, FRASER, MOLGENIS VIP, and Borzoi enhances clinical variant interpretation and reclassification of VUS in rare disease cases.
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Has reproduction · 50
MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences.
PMID 35330728 · PMC8940201 · Frontiers in genetics · 2022 · 6 claims · 6 setups
MEDUSA is an automated, Conda-installable and Snakemake-managed pipeline performing preprocessing, assembly, alignment, taxonomic classification, and functional annotation on shotgun data.
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Prediction by graph theoretic measures of structural effects in proteins arising from non-synonymous single nucleotide polymorphisms.
PMID 18654622 · PMC2447880 · PLoS computational biology · 2008 · 8 claims · 5 setups
Bongo identifies mutations causing local and global structural effects with a remarkably low false positive rate
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PRESTO: rapid calculation of order statistic distributions and multiple-testing adjusted P-values via permutation for one and two-stage genetic association studies.
PMID 18620604 · PMC2483288 · BMC bioinformatics · 2008 · 8 claims · 4 setups
PRESTO is an order of magnitude faster than other existing permutation testing software for genetic association studies.
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MACSIMS: multiple alignment of complete sequences information management system.
PMID 16792820 · PMC1539025 · BMC bioinformatics · 2006 · 8 claims · 5 setups
MACSIMS is a multiple alignment-based information management system combining knowledge-based database mining with ab initio sequence predictions
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Incorporation of genetic model parameters for cost-effective designs of genetic association studies using DNA pooling.
PMID 17634103 · PMC1947971 · BMC genomics · 2007 · 8 claims · 4 setups
A closed-form approximation to the F-test non-centrality parameter (NCP) incorporating genetic model parameters (disease allele frequency, marker allele frequency, prevalence, genotype relative risk, sample size, genetic model, number of pools/replicates, machine variability) can be used to compute power for DNA pooling association studies
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Detecting purely epistatic multi-locus interactions by an omnibus permutation test on ensembles of two-locus analyses.
PMID 19761607 · PMC2759961 · BMC bioinformatics · 2009 · 8 claims · 5 setups
2LOmb performs an omnibus permutation test on ensembles of two-locus analyses via a four-step algorithm (two-locus analysis, permutation test, global p-value determination, progressive ensemble search)
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Has reproduction · 45
Identifying and classifying trait linked polymorphisms in non-reference species by walking coloured de bruijn graphs.
PMID 23536903 · PMC3607606 · PloS one · 2013 · 8 claims · 9 setups
Bubbleparse detects sequence variants directly from NGS reads without a reference genome, using the coloured de Bruijn graph implementation of Cortex plus a new depth-first bubble-finding module.