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 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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Topology of molecular machines of the endoplasmic reticulum: a compilation of proteomics and cytological data.
PMID 18172663 · PMC2228376 · Histochemistry and cell biology · 2008 · 8 claims · 8 setups
Proteomics studies of ER subcompartments provide a protein dictionary revealing that specific molecular machines localize to specific ER subdomains
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Decision tree-driven tandem mass spectrometry for shotgun proteomics.
PMID 18931669 · PMC2597439 · Nature methods · 2008 · 8 claims · 5 setups
A decision tree (DT) algorithm that selects CAD or ETD per precursor based on z and m/z yields more peptide identifications than either CAD or ETD alone
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A proteomics grade electron transfer dissociation-enabled hybrid linear ion trap-orbitrap mass spectrometer.
PMID 18613715 · PMC2601597 · Journal of proteome research · 2008 · 8 claims · 5 setups
A NCI source coupled via an added octopole and the c-trap to a QLT-orbitrap enables fast, efficient ETD reagent anion injection (4-8 ms)
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Human synthetic lethal inference as potential anti-cancer target gene detection.
PMID 20015360 · PMC2804737 · BMC systems biology · 2009 · 7 claims · 8 setups
Targeting the synthetic lethal partner of a gene mutated in cancer selectively damages tumor cells while sparing healthy cells, offering a rationale for anti-cancer drug design
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Has reproduction · 68
Octopus-toolkit: a workflow to automate mining of public epigenomic and transcriptomic next-generation sequencing data.
PMID 29420797 · PMC5961211 · Nucleic acids research · 2018 · 7 claims · 5 setups
Octopus-toolkit is a stand-alone application that automatically retrieves and processes large sets of epigenomic and transcriptomic NGS data from GEO in a single step
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New perspectives on an old disease: proteomics in cancer research.
PMID 17472735 · PMC1895992 · Genome biology · 2007 · 8 claims · 8 setups
The HUPO Plasma Proteome Project has catalogued over 3,020 non-redundant gene products (>7,000 proteins/isoforms) in human plasma, many originating from tissues/organs rather than being plasma-intrinsic.
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Genetical genomics: spotlight on QTL hotspots.
PMID 18949031 · PMC2563687 · PLoS genetics · 2008 · 8 claims · 4 setups
Distant eQTL hotspots are rare and difficult to reliably verify across published genetical genomics studies
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A map of human protein interactions derived from co-expression of human mRNAs and their orthologs.
PMID 18414481 · PMC2387231 · Molecular systems biology · 2008 · 8 claims · 6 setups
Comparing human mRNA co-expression with co-expression of orthologous gene pairs in five other organisms identifies proteins that physically associate
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Has reproduction · 81
Ribosome A and P sites revealed by length analysis of ribosome profiling data.
PMID 25805170 · PMC4402525 · Nucleic acids research · 2015 · 7 claims · 8 setups
Accounting for variation in ribosome footprint lengths, by aligning footprints to the correct end, reveals the ribosome A and P site locations.
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Filling gaps in PPAR-alpha signaling through comparative nutrigenomics analysis.
PMID 20003344 · PMC2801700 · BMC genomics · 2009 · 7 claims · 8 setups
Meta-analysis of 16 microarray datasets across human, mouse, rat and yeast identifies 164 genes (MDEGs) consistently differentially expressed in response to high fat diet or PPAR signaling perturbation.
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Has reproduction · 50
RNA modifications detection by comparative Nanopore direct RNA sequencing.
PMID 34893601 · PMC8664944 · Nature communications · 2021 · 7 claims · 5 setups
Nanocompore is a model-free comparative method that uses a 2-component Gaussian mixture model (GMM) and univariate statistical tests on signal intensity/dwell time to detect RNA modifications in Nanopore direct RNA sequencing data without needing a training set
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Gene duplication: the genomic trade in spare parts.
PMID 15252449 · PMC449868 · PLoS biology · 2004 · 8 claims · 7 setups
Gene duplication relaxes selective constraint on one copy, allowing exploration of evolutionary space that is otherwise forbidden in single-copy genes, making duplication the major opportunity for new gene function evolution.
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Sequencing the regulatory genome.
PMID 18598374 · PMC2481419 · Genome biology · 2008 · 8 claims · 8 setups
Nuclear-lamina-associated domains (LADs) define chromatin regions with distinct transcriptional characteristics (fewer, lower-expressed genes, low RNA Pol II occupancy, H3K27me3-enriched borders)
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Has reproduction · 30
Minimal metabolic pathway structure is consistent with associated biomolecular interactions.
PMID 24987116 · PMC4299494 · Molecular systems biology · 2014 · 8 claims · 8 setups
MinSpan, a mixed-integer linear optimization algorithm, computes the shortest, linearly independent pathways (sparsest basis of the null space of the stoichiometric matrix S) for genome-scale metabolic networks, which convex approaches (extreme pathways, elementary flux modes) cannot do at genome scale.