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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Ontological visualization of protein-protein interactions.
PMID 15707487 · PMC550656 · BMC bioinformatics · 2005 · 8 claims · 8 setups
Aggregating independently made GO 'protein binding' (IPI) annotations reveals larger, previously undescribed mouse protein-protein interaction networks
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A protein interaction based model for schizophrenia study.
PMID 19091023 · PMC2638163 · BMC bioinformatics · 2008 · 8 claims · 4 setups
Products of 36 schizophrenia candidate genes cluster together into a single connected component within a PPI sub-network of 831 proteins
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Consolidating the set of known human protein-protein interactions in preparation for large-scale mapping of the human interactome.
PMID 15892868 · PMC1175952 · Genome biology · 2005 · 8 claims · 6 setups
Two quantitative benchmarks (functional-annotation-based and physical-interaction-based log likelihood ratio scores) can measure relative accuracy of human PPI datasets
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Protein function assignment through mining cross-species protein-protein interactions.
PMID 18253506 · PMC2216687 · PloS one · 2008 · 8 claims · 6 setups
CSIDOP predicts protein molecular function with 95.42% accuracy using 2,972 GO functional categories in H. sapiens
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Has reproduction · 75
Transcriptomic analysis unravels the molecular response of Lonicera japonica leaves to chilling stress.
PMID 36618608 · PMC9815118 · Frontiers in plant science · 2022 · 8 claims · 8 setups
Chilling stress significantly alters the ratio of anthocyanins, chlorophylls, and carotenoids, causing leaf color to change from green to purple
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Has reproduction · 56
Identification of key genes in chickpea transcriptomics and the development of ChickpeaOmicsR as a comprehensive resource to advance breeding and genomic studies.
PMID 41909810 · PMC13022592 · Frontiers in bioinformatics · 2026 · 8 claims · 4 setups
ChickpeaOmicsR is the first comprehensive/specialized R package integrating transcriptomic, genomic, and proteomic (RNA-seq, GWAS, PPI) data within a unified, reproducible framework and standardizing fragmented chickpea gene nomenclature.
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Has reproduction · 71
Interpretable artificial intelligence based on immunoregulation-related genes predicts prognosis and immunotherapy response in lung adenocarcinoma.
PMID 41048340 · PMC12491262 · Frontiers in bioinformatics · 2025 · 8 claims · 8 setups
LUAD samples cluster into IRG-high and IRG-low groups, with the IRG-high group showing significantly better survival and greater immune cell infiltration.
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Has reproduction · 92
Similarities and Differences in Gene Expression Networks Between the Breast Cancer Cell Line Michigan Cancer Foundation-7 and Invasive Human Breast Cancer Tissues.
PMID 34056582 · PMC8155268 · Frontiers in artificial intelligence · 2021 · 8 claims · 8 setups
MCF-7 cell lines and human breast cancer tissues share only minimal similarity in biological processes, though fundamental functions such as cell cycle are conserved
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Biotin tagging coupled with amino acid-coded mass tagging for efficient and precise screening of interaction proteome in mammalian cells.
PMID 19834888 · PMC4302342 · Proteomics · 2009 · 7 claims · 7 setups
BioCAT (biotin tagging + AACT) enables highly sensitive and accurate single-step screening of mammalian protein-protein interactions without establishing a stable cell line