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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Has reproduction
Association between Arsenic Level, Gene Expression in Asian Population, and In Vitro Carcinogenic Bladder Tumor.
PMID 35039759 · PMC8760535 · Oxidative medicine and cellular longevity · 2022 · 8 claims · 5 setups
A unique set of 147 genes is associated with arsenic exposure and linked to molecular mechanisms of cancer.
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Genomic and proteomic profiling of responses to toxic metals in human lung cells.
PMID 12760830 · PMC1241504 · Environmental health perspectives · 2003 · 8 claims · 8 setups
Toxic metals (Cd, Cr, Ni, As) each induce a largely distinct, metal-specific pattern of gene expression changes in BEAS-2B human bronchial epithelial cells
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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 · 50
Time course profiling of host cell response to herpesvirus infection using nanopore and synthetic long-read transcriptome sequencing.
PMID 34244540 · PMC8270970 · Scientific reports · 2021 · 8 claims · 5 setups
BoHV-1 infection causes substantial up- and down-regulation of host gene networks, including antiviral response and viral transcription/translation-associated genes
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Two committees tackle toxicogenomics.
PMID 12501852 · PMC1241123 · Environmental health perspectives · 2002 · 8 claims · 8 setups
NIEHS funded a $37 million, five-year Toxicogenomics Research Consortium (TRC) linking the NIEHS Microarray Center with five academic institutions (UNC, Duke, Fred Hutchinson/UW, MIT, OHSU) to coordinate gene-expression research on environmental health effects.
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Toxicogenomics research consortium sails into uncharted waters.
PMID 12460811 · PMC1241122 · Environmental health perspectives · 2002 · 8 claims · 8 setups
The NIEHS-funded $37 million Toxicogenomics Research Consortium (TRC) combines the NIEHS Microarray Center with five academic institutions (UNC, Duke, Fred Hutchinson/UW, MIT, OHSU) to define genetic variability, set gene expression standards, and study environmental stress responses.
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Has reproduction · 71
Assessment tool based on fatty acid metabolic signatures for predicting the prognosis and treatment response in bladder cancer.
PMID 38076064 · PMC10703629 · Heliyon · 2023 · 8 claims · 8 setups
Consensus clustering of prognosis-related fatty acid metabolism genes (FAMGs) identifies three molecular subtypes of BLCA (FAMC1, FAMC2, FAMC3) with distinct prognoses and tumor microenvironments
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Has reproduction · 50
Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.
PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 5 setups
A 186-gene signature derived from six GEO transcriptomic datasets predicts nCRT response in LARC with AUC 0.80 in cross-validation
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Has reproduction · 100
Lipopolysaccharide distinctively alters human microglia transcriptomes to resemble microglia from Alzheimer's disease mouse models.
PMID 36254682 · PMC9612871 · Disease models & mechanisms · 2022 · 8 claims · 8 setups
iPSC-microglia show a shared core transcriptional response to ATPγS and to LPS+IFN-γ, suggesting a convergent mechanism of action
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Has reproduction · 75
Single-cell multiomics analysis of chronic myeloid leukemia links cellular heterogeneity to therapy response.
PMID 39503729 · PMC11540304 · eLife · 2024 · 8 claims · 5 setups
CITE-seq multiomics reveals that each CML patient harbors a unique composition of stem and progenitor cells at diagnosis
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Has reproduction · 27
Transcriptome profiling of radish (Raphanus sativus L.) root and identification of genes involved in response to Lead (Pb) stress with next generation sequencing.
PMID 23840502 · PMC3688795 · PloS one · 2013 · 8 claims · 5 setups
A de novo radish root transcriptome of 68,940 assembled transcripts including 33,337 unigenes was generated, providing the first comprehensive molecular characterization of the radish root response to Pb stress.
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Has reproduction · 95
Stem rust resistance in wheat is suppressed by a subunit of the mediator complex.
PMID 32111840 · PMC7048732 · Nature communications · 2020 · 6 claims · 8 setups
SuSr-D1 encodes Med15b.D, a subunit of the conserved Mediator complex that regulates transcription of protein-coding genes.
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Has reproduction · 61
Differentiation status determines the effects of IFNγ on the expression of PD-L1 and immunomodulatory genes in melanoma.
PMID 39736644 · PMC11687009 · Cell communication and signaling : CCS · 2024 · 6 claims · 8 setups
Dedifferentiation via MITF knockdown renders 624Mel melanoma cells hypersensitive to IFNγ, causing non-additive (synergistic) upregulation of IFNγ-induced immunoregulatory genes.
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Microarray analysis: genome-scale hypothesis scanning.
PMID 14551912 · PMC212694 · PLoS biology · 2003 · 8 claims · 5 setups
Microarrays can be used to both test and generate hypotheses, not merely to fish for candidate genes.
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Deconvoluting the 'omics' for organ transplantation.
PMID 19644370 · PMC2993238 · Current opinion in organ transplantation · 2009 · 8 claims · 5 setups
High-throughput 'omic' technologies (genomics, proteomics, metabolomics, antibiomics) can uncover novel biomarkers for acute rejection, chronic rejection, and operational tolerance without a priori pathway bias
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Integrating proteomic, transcriptional, and interactome data reveals hidden components of signaling and regulatory networks.
PMID 19638617 · PMC2889494 · Science signaling · 2009 · 8 claims · 6 setups
Pathway reconstruction can be modeled as a prize-collecting Steiner tree problem, balancing penalties for excluding terminal nodes against costs for including edges, controlled by a parameter β.
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The proteogenomic path towards biomarker discovery.
PMID 18764911 · PMC2574627 · Pediatric transplantation · 2008 · 8 claims · 8 setups
Serum creatinine is a widely used but non-ideal biomarker for renal transplant monitoring because it lacks specificity and sensitivity for graft injury
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Has reproduction · 50
Inflammatory Bone Marrow Mesenchymal Stem Cells in Multiple Myeloma: Transcriptional Signature and In Vitro Modeling.
PMID 37958322 · PMC10650304 · Cancers · 2023 · 8 claims · 8 setups
Reanalysis of scRNA-Seq identified 279 iMSC signature genes upregulated in BM MSCs of MM patients vs healthy donors, covering 82% of the top 50 previously defined iMSC genes
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Has reproduction · 59
Identifying Molecular Subtypes and 6-Gene Prognostic Signature Based on Hypoxia for Optimizing Targeted Therapies in Non-Small Cell Lung Cancer.
PMID 35509605 · PMC9058021 · International journal of general medicine · 2022 · 8 claims · 8 setups
NSCLC samples can be classified into two molecular subtypes (C1 and C2) based on hypoxia-related gene expression via consensus clustering
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Has reproduction · 40
Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.
PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups
An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts