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).

• Automatic discovery of cross-family sequence features associated with protein function.

  PMID 16409628 · PMC1395344 · BMC bioinformatics · 2006 · 8 claims · 6 setups

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  A self-supervised data mining approach can find relationships between sequence features and functional annotations without preconceived functional categories.

  non-redundant same evolved eukaryotic self-supervised experiment self-organizing

• 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

• Leveraging two-way probe-level block design for identifying differential gene expression with high-density oligonucleotide arrays.

  PMID 15099405 · PMC411067 · BMC bioinformatics · 2004 · 7 claims · 2 setups

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  Two-way ANOVA and Mack-Skillings tests on probe-level data with FDR control are substantially more powerful than t-test/Wilcoxon on probe-set level data for detecting differential expression

  fibroblast background high-density

• Integration of text- and data-mining using ontologies successfully selects disease gene candidates.

  PMID 15767279 · PMC1065256 · Nucleic acids research · 2005 · 7 claims · 6 setups

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  Integrating eVOC anatomical ontology-based text-mining of PubMed abstracts with data-mining of gene expression annotation successfully selects and prioritizes candidate disease genes

  biomedical refseq training independent text-mining data-mining candidate

• Detecting DNA modifications from SMRT sequencing data by modeling sequence context dependence of polymerase kinetic.

  PMID 23516341 · PMC3597545 · PLoS computational biology · 2013 · 8 claims · 7 setups

  Has reproduction · 44

  Local sequence context strongly determines position-specific polymerase kinetic rate: roughly 80% of IPD variation is explained by a 10 bp context (7 bases upstream, 2 bases downstream of the incorporation site), saturating at 7 bases upstream.

  plasmid coli wild-type artificial smrt read-mixing distributional

• A systematic comparative and structural analysis of protein phosphorylation sites based on the mtcPTM database.

  PMID 17521420 · PMC1929158 · Genome biology · 2007 · 7 claims · 6 setups

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  mtcPTM is a hierarchically organized database of human and mouse phosphosites that preserves experimental context, enabling comparison of phosphorylation patterns across conditions

  nonredundant database high-throughput homology

• GeMI: interactive interface for transformer-based Genomic Metadata Integration.

  PMID 35657113 · PMC9216561 · Database : the journal of biological databases and curation · 2022 · 8 claims · 5 setups

  Has reproduction · 64

  GeMI is a web tool that uses a fine-tuned GPT2 model to extract 15 structured key-value attributes from free-text GEO sample metadata.

  cistrome encode geo fine-tuned manual batch transformer-based

• Recovery of bisulfite-converted genomic sequences in the methylation-sensitive QPCR.

  PMID 17439964 · PMC1888819 · Nucleic acids research · 2007 · 8 claims · 7 setups

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  Bisulfite treatment causes DNA strand breakage (via abasic site formation and beta-elimination) in addition to cytosine deamination.

  genomic synthetic bisulfite-treated cloned methylation-sensitive quantitative gel