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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Shaken not stirred: a global research cocktail served in Hinxton.
PMID 18036269 · PMC2258181 · Genome biology · 2007 · 8 claims · 8 setups
Network-guided reverse genetics using probabilistic functional gene networks (e.g. YeastNet, WormNet) reduces the search space for identifying genes in a given biological process
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System-based proteomic analysis of the interferon response in human liver cells.
PMID 15287976 · PMC507879 · Genome biology · 2004 · 7 claims · 4 setups
ICAT-based quantitative proteomics identified 1,364 proteins in Huh7 cells at <5% false-positive rate, with 54 induced and 24 repressed >2-fold by IFN treatment
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Has reproduction · 100
Computational modeling demonstrates that glioblastoma cells can survive spatial environmental challenges through exploratory adaptation.
PMID 31836713 · PMC6911112 · Nature communications · 2019 · 8 claims · 6 setups
Stochastic exploration of the gene-regulatory network structure confers enhanced adaptive capacity, enabling GBM cells to converge to new target phenotypes in novel environments.
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Has reproduction · 78
Disrupted PGR-B and ESR1 signaling underlies defective decidualization linked to severe preeclampsia.
PMID 34709177 · PMC8553341 · eLife · 2021 · 8 claims · 5 setups
A 120-gene endometrial transcriptomic fingerprint encodes defective decidualization associated with severe preeclampsia.
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Has reproduction · 74
Microglia-containing cerebral organoids derived from induced pluripotent stem cells for the study of neurological diseases.
PMID 36936782 · PMC10014280 · iScience · 2023 · 8 claims · 8 setups
A novel protocol using FGF/EGF/heparin growth factor supplementation and 10% CO2 culture generates cerebral organoids containing neurons, astrocytes, and microglia from iPSCs/hESCs
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Has reproduction · 78
Detecting tipping points of complex diseases by network information entropy.
PMID 38960408 · PMC11221888 · Briefings in bioinformatics · 2024 · 8 claims · 4 setups
NIEE can detect critical states or tipping points in diverse data types, including bulk and single-sample expression data
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Has reproduction · 50
Dissecting lncRNA-mRNA competitive regulatory network in human islet tissue exosomes of a type 1 diabetes model reveals exosome miRNA markers.
PMID 36440209 · PMC9682028 · Frontiers in endocrinology · 2022 · 6 claims · 7 setups
lncRNA-mRNA ceRNA networks differ substantially between control and cytokine-treated islet exosomes, sharing lncRNAs more than mRNAs, implying state-dependent regulatory functions
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Has reproduction · 33
Tracing truth: dynamic temporal networks for multi-modal fake news detection.
PMID 40989433 · PMC12453775 · PeerJ. Computer science · 2025 · 8 claims · 5 setups
The proposed dynamic temporal network (DTN) model improves multi-modal fake news detection accuracy by capturing temporal dynamics of propagation nodes and dynamically fusing multi-modal information.
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Has reproduction · 84
An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis.
PMID 36352408 · PMC9648005 · BMC biology · 2022 · 7 claims · 5 setups
A signal transduction/gene regulatory network model of the articular chondrocyte was built combining knowledge-based curation and data-driven (machine learning) network inference
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Systems biology and the host response to viral infection.
PMID 18066032 · PMC7097743 · Nature biotechnology · 2007 · 8 claims · 8 setups
Systems biology integration of 'omics data (transcriptomics, proteomics, genomics) with computational modeling is needed to fully understand virus-host interactions and identify novel antiviral targets
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Phosphoproteomics: unraveling the signaling web.
PMID 18922462 · PMC2754874 · Molecular cell · 2008 · 8 claims · 8 setups
Integrating discovery-based MS phosphoproteomics with targeted protein microarray technologies yields a more complete picture of signaling networks and improves clinical translation of findings.
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The integrated world of functional genomics.
PMID 12537543 · PMC151279 · Genome biology · 2003 · 8 claims · 8 setups
Integrating chromatin immunoprecipitation (promoter-binding) data with expression data reveals the yeast cell-cycle transcriptional regulatory network, including network motifs such as autoregulation, multi-component loops, and feedforward loops.
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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.
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The Universal Protein Resource (UniProt) in 2010.
PMID 19843607 · PMC2808944 · Nucleic acids research · 2010 · 8 claims · 5 setups
UniProt is a centralized, freely accessible, comprehensive knowledgebase of protein sequence and functional annotation maintained by the EBI, SIB and PIR consortium.
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Has reproduction
Using random walks to identify cancer-associated modules in expression data.
PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups
Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.