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).

• Improved epigenetic age prediction models by combining sex chromosome and autosomal markers.

  PMID 40665390 · PMC12261677 · Epigenetics & chromatin · 2025 · 7 claims · 5 setups

  Has reproduction · 48

  Combining sex chromosomal DNAm markers with autosomal age-informative markers can produce a high-accuracy age prediction model competitive with autosomal-only models

  blood buffy methylation random spearman

• ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.

  PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups

  Has reproduction · 75

  ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.

  shared independent methylation resnet comparative

• Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing.

  PMID 31443728 · PMC6708158 · Genome medicine · 2019 · 6 claims · 8 setups

  Has reproduction · 68

  A near-perfect chronological age predictor can in principle be developed from DNA methylation when training sample size is sufficiently large.

  blood unrelated sgpd lbc1921 methylation reml permutation

• 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

• Highly individual methylation patterns of alternative glucocorticoid receptor promoters suggest individualized epigenetic regulatory mechanisms.

  PMID 19004867 · PMC2602793 · Nucleic acids research · 2008 · 7 claims · 4 setups

  Full-text index only

  Methylation patterns of the five GR promoters activated in PBMCs are highly variable between individuals.

  chromosome genomic pbmc multi-species phylogenetic bisulphite

• A comprehensive resource of genomic, epigenomic and transcriptomic sequencing data for the black truffle Tuber melanosporum.

  PMID 25392735 · PMC4228822 · GigaScience · 2014 · 8 claims · 8 setups

  Has reproduction · 61

  T. melanosporum shows a high rate of cytosine methylation (>44%) that selectively targets transposable elements rather than genes, with a strong preference for CpG sites.

  tuber ectomycorrhizal melanosporum rna-seq whole-genome sequencing guided

• Systematic benchmarking of tools for CpG methylation detection from nanopore sequencing.

  PMID 34103501 · PMC8187371 · Nature communications · 2021 · 7 claims · 4 setups

  Has reproduction · 99

  Nanopore methylation detection tools exhibit a tradeoff between false positives and false negatives and high dispersion relative to expected per-site methylation frequencies.

  coli lymphoblastoid na12878 mixture nanopore cas9-targeted whole-genome

• Methylation of class II transactivator gene promoter IV is not associated with susceptibility to multiple sclerosis.

  PMID 18606010 · PMC2464579 · BMC medical genetics · 2008 · 6 claims · 4 setups

  Full-text index only

  Methylation of the MHC2TA promoter pIV is not associated with MS susceptibility; no methylation was detected in any twin sample regardless of disease status

  peripheral mhc2ta pcr sanger bisulfite cpg

• Coexistence of two different pseudohypoparathyroidism subtypes (Ia and Ib) in the same kindred with independent Gs{alpha} coding mutations and GNAS imprinting defects.

  PMID 19858129 · PMC3030964 · Journal of medical genetics · 2010 · 7 claims · 5 setups

  Full-text index only

  Two unrelated PHP-I families each include at least one patient with a Gsα coding mutation (PHP-Ia) and another with GNAS imprinting defects (PHP-Ib)

  genomic erythrocyte gnas sanger methylation-specific microsatellite

• 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

• 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

• Multiomic machine learning on lactylation for molecular typing and prognosis of lung adenocarcinoma.

  PMID 39856156 · PMC11760357 · Scientific reports · 2025 · 8 claims · 8 setups

  Has reproduction · 83

  Ten multiomics clustering algorithms identify two distinct lactylation cancer subtypes (CS1 and CS2) in LUAD

  tcga gse13213 gse31210 multiomics closest ssgsea

• CTCFBSDB: a CTCF-binding site database for characterization of vertebrate genomic insulators.

  PMID 17981843 · PMC2238977 · Nucleic acids research · 2008 · 7 claims · 8 setups

  Full-text index only

  CTCF is the only identified trans-acting factor in vertebrates that confers enhancer-blocking insulator activity

  ohlsson ren zhao tissues chip-chip massive motif

• A novel mutation in FRMD7 causing X-linked idiopathic congenital nystagmus in a large family.

  PMID 18246032 · PMC2267738 · Molecular vision · 2008 · 8 claims · 6 setups

  Full-text index only

  A novel c.812G>T transversion in exon 9 of FRMD7, causing p.C271F, is the causative mutation for XLICN in this family

  affected family blood frmd7 microsatellite direct denaturing

• Mutations in JARID1C are associated with X-linked mental retardation, short stature and hyperreflexia.

  PMID 18697827 · PMC3711528 · Journal of medical genetics · 2008 · 8 claims · 8 setups

  Full-text index only

  Four novel JARID1C mutations (p.A77T, p.V504M, p.E468GfsX2, p.R1481GfsX9) were identified in males with mental retardation across three screened cohorts.

  genomic family carrier jarid1c dhplc allele-specific restriction