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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Estimating sparse regression models in multi-task learning and transfer learning through adaptive penalisation.
PMID 40674582 · PMC12502914 · Bioinformatics (Oxford, England) · 2025 · 8 claims · 3 setups
A two-stage procedure using feature-specific and sign-specific adaptive weights shares information on feature selection, effect direction, and effect size between related regression problems.
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Has reproduction · 76
Intrinsic suppression of type I interferon production underlies the therapeutic efficacy of IL-15-producing natural killer cells in B-cell acute lymphoblastic leukemia.
PMID 37217248 · PMC10231005 · Journal for immunotherapy of cancer · 2023 · 8 claims · 8 setups
High expression of IFN-I signaling/response genes (IFNAR1, IFNAR2, STAT1, MX1, OAS1) predicts favorable relapse-free survival in B-ALL patients
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Has reproduction · 50
MEDUSA: A Pipeline for Sensitive Taxonomic Classification and Flexible Functional Annotation of Metagenomic Shotgun Sequences.
PMID 35330728 · PMC8940201 · Frontiers in genetics · 2022 · 6 claims · 6 setups
MEDUSA is an automated, Conda-installable and Snakemake-managed pipeline performing preprocessing, assembly, alignment, taxonomic classification, and functional annotation on shotgun data.
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Babelomics: advanced functional profiling of transcriptomics, proteomics and genomics experiments.
PMID 18515841 · PMC2447758 · Nucleic acids research · 2008 · 8 claims · 5 setups
Babelomics is a web suite offering both conventional functional enrichment methods and more advanced gene set analysis (GSA) methods, a combination offered by only one other tool (FuncAssociate) among competitors.
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Has reproduction
Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.
PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 8 claims · 8 setups
A three-class WSI cluster (C0/C1/C2) derived via mini batch K-means clustering on Inception V3-extracted image features is significantly associated with overall survival and is an independent prognostic predictor in BLCA.
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Science star over Asia.
PMID 16149850 · PMC1201306 · PLoS biology · 2005 · 8 claims · 7 setups
Ariff Bongso and associates at Singapore's National University Hospital were the first to derive human embryonic stem cells, from a five-day-old discarded human embryo in 1994, and showed the cells were pluripotent with therapeutic transplant potential.
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Predicting preferential DNA vector insertion sites: implications for functional genomics and gene therapy.
PMID 18047689 · PMC2106846 · Genome biology · 2007 · 8 claims · 6 setups
Vector insertion site preferences differ substantially between viral vectors and transposons, affecting both oncogenic risk in gene therapy and utility for functional genomics
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Has reproduction · 48
Irisin ameliorates obesity and insulin resistance via adipose tissue IL-33 and regulatory T cells.
PMID 41933175 · PMC13052164 · Nature metabolism · 2026 · 8 claims · 8 setups
Irisin modulates adipose tissue inflammation by increasing IL-33 production and preserving ST2+ regulatory T cells in white adipose tissues, thereby improving obesity and glucose intolerance.