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).
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Has reproduction · 88
Human methylome variation across Infinium 450K data on the Gene Expression Omnibus.
PMID 33937763 · PMC8061458 · NAR genomics and bioinformatics · 2021 · 8 claims · 6 setups
Approximately two-thirds of compiled HM450K samples are from blood, one-quarter from brain, and roughly one-third from cancer patients.
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Has reproduction · 68
Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing.
PMID 31443728 · PMC6708158 · Genome medicine · 2019 · 8 claims · 6 setups
The proportion of variance in chronological age explained by all DNA methylation probes is close to 1, so a near-perfect age predictor is in principle achievable with sufficient training data.
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Has reproduction · 75
ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.
PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups
ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.
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Has reproduction · 90
Developmental hematopoietic stem cell variation explains clonal hematopoiesis later in life.
PMID 39592593 · PMC11599844 · Nature communications · 2024 · 8 claims · 2 setups
Weak selection conferred by HSC variation created before birth can reliably yield clonal hematopoiesis later in life, demonstrated via shared prenatal circulation of monozygotic (MZ) twins.
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Has reproduction · 50
Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.
PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 8 setups
A 186-gene signature predictive of nCRT response was derived from integrating six GEO transcriptomic datasets using machine learning.
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Has reproduction · 64
GeMI: interactive interface for transformer-based Genomic Metadata Integration.
PMID 35657113 · PMC9216561 · Database : the journal of biological databases and curation · 2022 · 8 claims · 5 setups
GeMI is a web tool that uses a fine-tuned GPT2 model to extract 15 structured key-value attributes from free-text GEO sample metadata.
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Has reproduction · 99
The systematic assessment of completeness of public metadata accompanying omics studies in the Gene Expression Omnibus data repository.
PMID 40926267 · PMC12421755 · Genome biology · 2025 · 8 claims · 3 setups
Across 253 manually curated studies (164,000+ samples), over 25% of critical metadata are omitted, with only 74.8% of relevant phenotypes available overall.
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Has reproduction · 73
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
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.
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Has reproduction · 61
miEAA 2.0: integrating multi-species microRNA enrichment analysis and workflow management systems.
PMID 32374865 · PMC7319446 · Nucleic acids research · 2020 · 8 claims · 3 setups
miEAA 2.0 supports miRNA/precursor enrichment input from ten frequently investigated organisms, expanding beyond the human-only first release.
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Full-text index only
High-throughput sequencing provides insights into genome variation and evolution in Salmonella Typhi.
PMID 18660809 · PMC2652037 · Nature genetics · 2008 · 7 claims · 8 setups
Evolution in the Typhi population is characterized by ongoing loss of gene function (pseudogene accumulation) rather than gain of function or diversifying selection.