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 · 68
Bayesian transcriptome assembly.
PMID 25367074 · PMC4397945 · Genome biology · 2014 · 8 claims · 8 setups
Bayesembler, a probabilistic transcriptome assembler built on a Bayesian model of the RNA sequencing process with Gibbs sampling over expressed candidates, abundances and read assignments, is introduced.
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Has reproduction · 49
Numb prevents a complete epithelial-mesenchymal transition by modulating Notch signalling.
PMID 29187638 · PMC5721160 · Journal of the Royal Society, Interface · 2017 · 8 claims · 8 setups
Numb/Numbl acts as a 'phenotypic stability factor' (PSF) that inhibits a complete EMT by stabilizing the hybrid E/M phenotype
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bakR: uncovering differential RNA synthesis and degradation kinetics transcriptome-wide with Bayesian hierarchical modeling.
PMID 37028916 · PMC10275263 · RNA (New York, N.Y.) · 2023 · 8 claims · 4 setups
bakR uses Bayesian hierarchical modeling to share information (specifically a replicate variability vs. read count trend) across transcripts, increasing statistical power for differential kinetic analysis
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Has reproduction · 53
spliceJAC: transition genes and state-specific gene regulation from single-cell transcriptome data.
PMID 36321549 · PMC9627675 · Molecular systems biology · 2022 · 8 claims · 8 setups
spliceJAC uses unspliced and spliced mRNA count matrices to construct cell state-specific gene-gene regulatory interaction (Jacobian) matrices from scRNA-seq data
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Structural organization and interactions of transmembrane domains in tetraspanin proteins.
PMID 15985154 · PMC1190194 · BMC structural biology · 2005 · 8 claims · 5 setups
TM1, TM2 and TM3 of human tetraspanins display a distinct heptad repeat motif (abcdefg)n, while TM4 lacks this motif.
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A comprehensive sensitivity analysis of microarray breast cancer classification under feature variability.
PMID 19941644 · PMC2789744 · BMC bioinformatics · 2009 · 7 claims · 4 setups
Feature variability strongly influences breast cancer signature composition even when array platform and patient stratification are identical.