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).

• An informatics research platform to make public gene expression time-course datasets reusable for more scientific discoveries.

  PMID 33247935 · PMC7698665 · Database : the journal of biological databases and curation · 2020 · 8 claims · 6 setups

  Has reproduction · 75

  GETc enables discovery and visualization of time-course gene expression data and analytical results from GEO

  geo time-course researcher filtered regular metamap ode-based

• Shiny-Calorie: a context-aware application for indirect calorimetry data analysis and visualization using R.

  PMID 41640623 · PMC12867577 · Bioinformatics advances · 2026 · 8 claims · 8 setups

  Has reproduction · 100

  Shiny-Calorie is an open-source interactive application for transparent data and metadata integration, statistical analysis, and visualization of indirect calorimetry datasets.

  datasets clinical calr imported indirect import physical

• Curation of over 10 000 transcriptomic studies to enable data reuse.

  PMID 33599246 · PMC7904053 · Database : the journal of biological databases and curation · 2021 · 8 claims · 6 setups

  Has reproduction · 80

  Gemma is a curated database and bioinformatics system that addresses metadata, probe annotation, and expression data inconsistencies in GEO to enable transcriptomic data reuse

  microarray curated geo microarray rna-sequencing probe-to-gene

• Manually curated transcriptomics data collection for toxicogenomic assessment of engineered nanomaterials.

  PMID 33558569 · PMC7870661 · Scientific data · 2021 · 7 claims · 7 setups

  Has reproduction · 94

  A unified collection of 101 manually curated and homogenized transcriptomics datasets covering human, mouse, and rat ENM exposures in vitro and in vivo was compiled.

  engineered geo gene rna-seq enm

• miRge3.0: a comprehensive microRNA and tRF sequencing analysis pipeline.

  PMID 34308351 · PMC8294687 · NAR genomics and bioinformatics · 2021 · 6 claims · 5 setups

  Has reproduction

  miRge3.0 with 12 CPUs consistently has the best execution speed compared to miRge2.0, Chimira and sRNAbench

  sra synthetic qiagen small small umi differential