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).

• Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer.

  PMID 38066424 · PMC10709847 · BMC bioinformatics · 2023 · 8 claims · 5 setups

  Has reproduction · 83

  CHCT, a hierarchical classification tool, splits classification of 30 cancer types into ten smaller subproblems using a two-tier architecture to classify primary cancer by methylation profile

  cancer clinical training independent methylation upgma random

• Methylation patterns of the nasal epigenome of hospitalized SARS-CoV-2 positive patients reveal insights into molecular mechanisms of COVID-19.

  PMID 40170038 · PMC11963311 · BMC medical genomics · 2025 · 8 claims · 5 setups

  Has reproduction

  The nasal methylome shows differential DNA methylation in intergenic regions and low methylated regions (LMRs), highlighting distal regulatory/enhancer-like elements in COVID-19 gene regulation

  nasal aggregated severe differentially genome methylation differential

• Unraveling the histone's potential: a proteomics perspective.

  PMID 18849650 · PMC2662511 · Epigenetics · 2008 · 8 claims · 8 setups

  Full-text index only

  Mass spectrometry can determine the full repertoire of histone PTMs, their residue-specific location, and combinatorial patterns without requiring prior knowledge of the modification, unlike antibody-based methods

  histone overexpressed lysate top-down middle-down quantitative

• Inter-individual variation of DNA methylation and its implications for large-scale epigenome mapping.

  PMID 18413340 · PMC2425484 · Nucleic acids research · 2008 · 8 claims · 8 setups

  Full-text index only

  CpG-rich regions (CpG islands) show low and similar methylation levels across individuals, but the sequential order of the few methylated CpGs among the many unmethylated ones varies randomly between individuals.

  cd4+ computational hep direct simulation epigraph

• Detecting aberrant DNA methylation in Illumina DNA methylation arrays: a toolbox and recommendations for its use.

  PMID 37218167 · PMC10208159 · Epigenetics · 2023 · 8 claims · 7 setups

  Has reproduction · 73

  Probe-specific upper and lower thresholds for flagging aberrant DNA methylation can be derived from a reference database of >2,000 normal and tumour-adjacent normal samples spanning 25 tissue types.

  blood tcga gse40279 most illumina supervised unsupervised

• DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.

  PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 6 claims · 7 setups

  Has reproduction · 84

  DeepProg, an ensemble of deep-learning and machine-learning models, robustly predicts patient survival subtypes from multi-omics data and explicitly models survival as the objective while predicting new patient risks

  tcga breast metabric brca bulk mirna methylation

• Headloop suppression PCR and its application to selective amplification of methylated DNA sequences.

  PMID 16091627 · PMC1184225 · Nucleic acids research · 2005 · 8 claims · 5 setups

  Full-text index only

  Headloop PCR: a 5' primer extension homologous to internal amplicon sequence causes hairpin formation after incorporation, suppressing further amplification of the matching sequence while unaffected sequences amplify normally

  plasmid genomic bacterial real-time methylation-specific

• Mass spectrometry for proteomics.

  PMID 18718552 · PMC2642903 · Current opinion in chemical biology · 2008 · 8 claims · 8 setups

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  New instrumentation (Orbitrap) and new fragmentation methods (ETD) have enabled exciting new areas of proteomic application

  digested intact yeast large shotgun top-down quantitative