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 · 42
KAGE: fast alignment-free graph-based genotyping of SNPs and short indels.
PMID 36195962 · PMC9531401 · Genome biology · 2022 · 7 claims · 7 setups
KAGE combines population-based kmer count modeling with single-variant prior adjustment into an alignment-free genotyper that matches the accuracy of the best existing alignment-free genotypers while being an order of magnitude faster.
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Fifty Generations of Amitosis: Tracing Asymmetric Allele Segregation in Polyploid Cells with Single-Cell DNA Sequencing.
PMID 34576874 · PMC8467633 · Microorganisms · 2021 · 7 claims · 7 setups
Amitosis causes random assortment of somatic alleles (IESs) in the highly polyploid Paramecium macronucleus, which can be tracked without phenotypic markers using scDNA-seq.
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A machine learning approach uncovers principles and determinants of eukaryotic ribosome pausing.
PMID 39423268 · PMC11488575 · Science advances · 2024 · 8 claims · 5 setups
An unsupervised ML pipeline using the extended isolation forest (EIF) algorithm can reliably detect ribosome pausing sites from noisy, coverage-biased RiboSeq data across expression levels
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Has reproduction · 50
Polymorphism identification and improved genome annotation of Brassica rapa through Deep RNA sequencing.
PMID 25122667 · PMC4232532 · G3 (Bethesda, Md.) · 2014 · 8 claims · 8 setups
330,995 SNPs were identified in transcribed regions between B. rapa genotypes R500 and IMB211, at an average frequency of one SNP per 200 bases.