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).

• Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 6 claims · 4 setups

  Has reproduction · 86

  A training gene set of 719 unique upregulated DEGs (subtype-specific) can be used to build ML models that classify TNBC into BLIA, BLIS, MES, and LAR subtypes.

  known tnbc unique unknown gene machine term

• Shared and unique phosphoproteomics responses in skeletal muscle from exercise models and in hyperammonemic myotubes.

  PMID 36345342 · PMC9636548 · iScience · 2022 · 8 claims · 7 setups

  Has reproduction · 100

  Comparative phosphoproteomics of hyperammonemic myotubes and exercise-model muscle identifies shared enriched pathways: PKA, calcium signaling, MAPK signaling, and protein homeostasis.

  c2c12 hyperammonemic phosphoproteomics immunoblot comparative

• Anopheles gambiae genome reannotation through synthesis of ab initio and comparative gene prediction algorithms.

  PMID 16569258 · PMC1557760 · Genome biology · 2006 · 8 claims · 7 setups

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  An exon-gene-union (EGU) algorithm followed by an open-reading-frame-selection algorithm can synthesize ab initio (GENSCAN, GeneMark, SNAP) and comparative (Ensembl/Genewise) predictions into a single, more complete CDS set

  anopheles gambiae reanocds05 initio full-length rt-pcr

• Next-generation high-density self-assembling functional protein arrays.

  PMID 18469824 · PMC3070491 · Nature methods · 2008 · 8 claims · 7 setups

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  A next-generation NAPPA method produces high-density protein microarrays displaying over 1500 unique proteins with >90% expression success

  test high-density amine-coated array picogreen anti-gst fluorescently

• High-throughput crystallography for structural genomics.

  PMID 19765976 · PMC2764548 · Current opinion in structural biology · 2009 · 8 claims · 8 setups

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  SG programs use genomic sequence data to select structurally novel protein targets, avoiding proteins with known structural homologues

  recombinant recalcitrant hundred family hydrogen situ site-directed