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).

• 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

• Enhancing cell subpopulation discovery in cancer by integrating single-cell transcriptome and expressed variants.

  PMID 41647537 · PMC12869734 · Fundamental research · 2026 · 6 claims · 3 setups

  Has reproduction · 68

  scCluster, an end-to-end deep clustering model integrating gene expression and expressed variant (eSNP) features, stratifies cell subpopulations in cancer scRNA-seq data.

  raw real-world expressed gene deep

• Transgenerational inheritance of an acquired small RNA-based antiviral response in C. elegans.

  PMID 22119442 · PMC3250924 · Cell · 2011 · 8 claims · 8 setups

  Has reproduction · 68

  viRNA-mediated silencing of the FR1gfp Flock House virus is transmitted to RNAi-deficient (rde-1 or rde-4 homozygous) progeny and persists for many ensuing generations, i.e. an acquired antiviral trait is inherited.

  transgenic elegans four gfp genetic template-independence

• Autoencoder Networks Decipher the Association between Lung Cancer and Alzheimer's Disease.

  PMID 36518809 · PMC9744611 · Computational intelligence and neuroscience · 2022 · 7 claims · 6 setups

  Has reproduction · 74

  Autoencoder networks based on 266 shared DEGs reveal a comorbidity (positive) relationship between Alzheimer's disease and lung cancer.

  brain lung integrated shared microarray differential autoencoder

• TrEMOLO: accurate transposable element allele frequency estimation using long-read sequencing data combining assembly and mapping-based approaches.

  PMID 37013657 · PMC10069131 · Genome biology · 2023 · 6 claims · 6 setups

  Has reproduction · 89

  TrEMOLO combines an assembly-based INSIDER module and a mapping-based OUTSIDER module to detect TE insertions/deletions from long-read sequencing data and estimate their allele frequency

  melanogaster simulated long-read whole-genome genome

• Neuronal Small RNAs Control Behavior Transgenerationally.

  PMID 31178120 · PMC6579485 · Cell · 2019 · 8 claims · 8 setups

  Has reproduction · 49

  Neuron-specific synthesis of RDE-4-dependent small RNAs regulates germline amplified endogenous siRNAs and germline gene expression for multiple generations

  elegans prab-3 dissected worms small sequencing facs