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 parsimony approach to biological pathway reconstruction/inference for genomes and metagenomes.
PMID 19680427 · PMC2714467 · PLoS computational biology · 2009 · 8 claims · 6 setups
The naïve mapping approach (present if ≥1 associated function is found) leads to an inflated estimate of biological pathways and overestimates functional diversity of a sample.
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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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Has reproduction · 62
Equivalent change enrichment analysis: assessing equivalent and inverse change in biological pathways between diverse experiments.
PMID 32093613 · PMC7041296 · BMC genomics · 2020 · 7 claims · 3 setups
The Equivalent Change Index (ECI), a gene-level statistic ranging from -1 to 1, quantifies whether a gene was changed to the same (1) or completely opposite (-1) degree across two experiments relative to their controls.
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An XML-based system for synthesis of data from disparate databases.
PMID 16501185 · PMC1513665 · Journal of the American Medical Informatics Association : JAMIA · 2006 · 8 claims · 2 setups
An XML-based data management framework (built on Mobius) supports integration of disparate data sources and large data sets for biomedical research applications.
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Has reproduction · 90
Discovery of Early-Branching Wolbachia Reveals Functional Enrichment on Horizontally Transferred Genes.
PMID 35547116 · PMC9084900 · Frontiers in microbiology · 2022 · 8 claims · 8 setups
A novel early-branching Wolbachia strain (wTex), one of the earliest supergroup L strains, was discovered in a plant-parasitic nematode community from 1 of 16 sampled sites.
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Pathway projector: web-based zoomable pathway browser using KEGG atlas and Google Maps API.
PMID 19907644 · PMC2770834 · PloS one · 2009 · 8 claims · 6 setups
Existing pathway databases and tools do not satisfy all requirements for a generic, comprehensive pathway browser (integrated maps, data access, mapping/editing, export, installation-free availability).
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Has reproduction · 67
Adaptive learning embedding features to improve the predictive performance of SARS-CoV-2 phosphorylation sites.
PMID 37847658 · PMC10628388 · Bioinformatics (Oxford, England) · 2023 · 8 claims · 6 setups
PSPred-ALE outperforms state-of-the-art SARS-CoV-2 phosphorylation site predictors (e.g. DeepIPs) and handcrafted feature-based methods in benchmarking comparisons
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Has reproduction · 71
Developing a novel immune infiltration-associated mitophagy prediction model for amyotrophic lateral sclerosis using bioinformatics strategies.
PMID 38601155 · PMC11005030 · Frontiers in immunology · 2024 · 8 claims · 8 setups
Mitophagy-related genes associated with immune infiltration have diagnostic/prognostic significance in ALS
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Has reproduction · 71
Gene Set Enrichment Analysis Reveals Individual Variability in Host Responses in Tuberculosis Patients.
PMID 34421903 · PMC8375662 · Frontiers in immunology · 2021 · 8 claims · 8 setups
TB patients show substantial individual variability in the intensity of hallmark IFN responses, as well as in complement system, metabolic, and other pathway responses.
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Has reproduction · 73
Comprehensive analysis of mitophagy in HPV-related head and neck squamous cell carcinoma.
PMID 37161060 · PMC10170109 · Scientific reports · 2023 · 8 claims · 8 setups
Mitophagy affects tumour development, immune cell infiltration, and prognosis in HPV-associated HNSCC
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Analysis of protein sequence and interaction data for candidate disease gene prediction.
PMID 17020920 · PMC1636487 · Nucleic acids research · 2006 · 8 claims · 7 setups
Combining CPS and CMP using known disease genes as input achieves sensitivity 0.52 and specificity 0.97, reducing candidate lists 13-fold
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Has reproduction · 95
Pathway-targeting gene matrix for Drosophila gene set enrichment analysis.
PMID 34710184 · PMC8553153 · PloS one · 2021 · 8 claims · 4 setups
Gene matrix files for GSEA are largely unavailable for Drosophila, limiting pathway-level enrichment analysis in this model organism
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Has reproduction · 66
STAT3-dependent analysis reveals PDK4 as independent predictor of recurrence in prostate cancer.
PMID 32323921 · PMC7178451 · Molecular systems biology · 2020 · 8 claims · 6 setups
Low STAT3 expression in primary PCa is associated with increased OXPHOS and ribosomal biosynthesis at the transcriptomic level
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Has reproduction · 89
Inference of Subpathway Activity Profiles Reveals Metabolism Abnormal Subpathway Regions in Glioblastoma Multiforme.
PMID 33072547 · PMC7533644 · Frontiers in oncology · 2020 · 8 claims · 7 setups
A GSVA-based method for constructing a metabolic subpathway activity score matrix accurately identifies abnormal GBM metabolic targets
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Genome annotation errors in pathway databases due to semantic ambiguity in partial EC numbers.
PMID 16034025 · PMC1179732 · Nucleic acids research · 2005 · 7 claims · 4 setups
Partial EC numbers are semantically ambiguous, and databases that assign a gene to all reactions sharing the same partial EC number make a faulty inference, causing systematic misannotation.
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KEGG spider: interpretation of genomics data in the context of the global gene metabolic network.
PMID 19094223 · PMC2646283 · Genome biology · 2008 · 8 claims · 8 setups
KEGG spider, using a global 'pathway-free' metabolic network framework, provides deeper insight into metabolism variations than existing enrichment-based methods.
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Has reproduction · 77
SurvConvMixer: robust and interpretable cancer survival prediction based on ConvMixer using pathway-level gene expression images.
PMID 38539106 · PMC10967213 · BMC bioinformatics · 2024 · 6 claims · 5 setups
SurvConvMixer, using pathway-level gene expression images and ConvMixer, achieves strong internal validation AUC for overall survival prediction, especially on larger datasets like LUAD
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KEGG for linking genomes to life and the environment.
PMID 18077471 · PMC2238879 · Nucleic acids research · 2008 · 8 claims · 4 setups
KEGG provides a reference knowledge base for linking genomes to life via PATHWAY mapping and to the environment via BRITE mapping.
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BABELOMICS: a systems biology perspective in the functional annotation of genome-scale experiments.
PMID 16845052 · PMC1538844 · Nucleic acids research · 2006 · 8 claims · 8 setups
Babelomics is presented as an updated, complete suite of web tools for functional analysis of genome-scale experiments with new and improved modules
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MutDB: update on development of tools for the biochemical analysis of genetic variation.
PMID 17827212 · PMC2238958 · Nucleic acids research · 2008 · 7 claims · 5 setups
MutDB integrates dbSNP and Swiss-Prot genetic variation data with protein structural information, functional disruption prediction scores, and clinical phenotype links (OMIM, dbGAP)