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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A modified T-test feature selection method and its application on the HapMap genotype data.
PMID 18267305 · PMC5054219 · Genomics, proteomics & bioinformatics · 2007 · 7 claims · 4 setups
A modified t-test ranking measure, extended to handle nominal SNP genotype data via vector transformation, can effectively rank SNPs by their discriminative capability for population classification.
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CLEAN: CLustering Enrichment ANalysis.
PMID 19640299 · PMC2734555 · BMC bioinformatics · 2009 · 8 claims · 4 setups
The gene-specific CLEAN score improves reproducibility of cluster analysis conclusions across independent datasets compared to the traditional cluster-wide score (cwCLEAN).
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Has reproduction · 80
Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.
PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups
Combining WGCNA-derived hub genes with a VAE-derived 10-dimensional representation as features for an SVM classifier achieves high accuracy (0.9692) and AUC (0.9981) for colorectal cancer prediction.
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SNPAnalyzer: a web-based integrated workbench for single-nucleotide polymorphism analysis.
PMID 15980517 · PMC1160189 · Nucleic acids research · 2005 · 8 claims · 4 setups
SNPAnalyzer is an integrated web-based workbench that performs four statistical SNP analyses (Hardy-Weinberg equilibrium, haplotype estimation, linkage disequilibrium, and QTL analysis) in one common computational environment.
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Has reproduction · 50
Integrated drug resistance and leukemic stemness gene-expression scores predict outcomes in large cohort of over 3500 AML patients from 10 trials.
PMID 39090192 · PMC11294346 · NPJ precision oncology · 2024 · 7 claims · 6 setups
A 5-gene ADE-Resistance Score (ADE-RS5), derived via LASSO regression from 67 pharmacologically relevant genes, predicts MRD positivity, EFS and OS in pediatric AML.
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Has reproduction · 61
TEMP: a computational method for analyzing transposable element polymorphism in populations.
PMID 24753423 · PMC4066757 · Nucleic acids research · 2014 · 8 claims · 8 setups
TEMP combines pair-end (discordant) read and split (soft-clipped) read information to identify both presence and absence of TE insertions in genomic DNA from heterogeneous/pooled samples.
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Including microbiome information in a multi-trait genomic evaluation: a case study on longitudinal growth performance in beef cattle.
PMID 38491422 · PMC10943865 · Genetics, selection, evolution : GSE · 2024 · 8 claims · 5 setups
The host genome's influence on the functional rumen microbiome contributes to temporal variation in average daily gain (ADG1-ADG4) across finishing months in beef cattle.
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Genome comparison without alignment using shortest unique substrings.
PMID 15910684 · PMC1166540 · BMC bioinformatics · 2005 · 8 claims · 8 setups
A number of sequence comparison tasks, including detection of unique genomic regions, can be accomplished efficiently without an alignment step using shortest unique substrings.
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Competitive enzymatic reaction to control allele-specific extensions.
PMID 15767273 · PMC1065263 · Nucleic acids research · 2005 · 6 claims · 7 setups
Protease-mediated allele-specific extension (PrASE) uses competition between polymerase activity and Proteinase K-mediated polymerase degradation to allow extension of perfectly matched primers while eliminating slower mismatched primer extension.
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PALB2 variants in hereditary and unselected Finnish prostate cancer cases.
PMID 20003494 · PMC2806404 · Journal of negative results in biomedicine · 2009 · 8 claims · 6 setups
None of the detected PALB2 variants, including 1592delT, show significant association with PRCA at the population level in Finland