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).

• DBD--taxonomically broad transcription factor predictions: new content and functionality.

  PMID 18073188 · PMC2238844 · Nucleic acids research · 2008 · 8 claims · 3 setups

  Full-text index only

  DBD is a database of predicted sequence-specific DNA-binding transcription factors covering over 700 publicly available proteomes, up from 150 in the initial version.

  proteomes eukaryotic genomes hmm-based comparative heatmap

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Data-driven, high-dimensional ML approaches that learn multivariate signatures directly from genome-wide transcriptomic data (no prior gene selection) yield accurate and robust AML classifiers.

  peripheral pbmc datasets hg-u133 gene bulk machine

• Genomic capacities for Reactive Oxygen Species metabolism across marine phytoplankton.

  PMID 37098087 · PMC10128935 · PloS one · 2023 · 8 claims · 3 setups

  Has reproduction · 38

  Genes encoding superoxide (O2•−) scavenging are ubiquitous across phytoplankton, but their fractional gene allocation decreases with increasing cell radius, consistent with a nearly fixed core gene set.

  diverse annotated same comparative enzyme trait

• Developing a thyroid cancer differentiation state classification system using deep residual networks and metabolic signature profiling.

  PMID 40993300 · PMC12460824 · NPJ digital medicine · 2025 · 8 claims · 7 setups

  Has reproduction

  A ResNet classifier built on a 10-gene metabolic signature distinguishes all thyroid cancer differentiation states with ~92.7% average accuracy.

  fuscc epithelial aggregated untargeted whole-exome bulk

• Quantitative epigenetic co-variation in CpG islands and co-regulation of developmental genes.

  PMID 23999385 · PMC6505400 · Scientific reports · 2013 · 8 claims · 8 setups

  Has reproduction · 95

  Four epigenetic modifications (DNA methylation, H3K4me2, H3K4me3, H3K27me3) in mouse CGIs undergo combinatorial variation (co-variation) across ESCs, NPCs and adult brain during neuron differentiation.

  embryonic escs dem-cgis demg methylation chip-seq gene