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 · 75
Identification of Key Differentially Expressed Genes in Arabidopsis thaliana Under Short- and Long-Term High Light Stress.
PMID 40869111 · PMC12386182 · International journal of molecular sciences · 2025 · 7 claims · 5 setups
Short- and long-term HL responses in Arabidopsis leaves are driven by distinct transcriptional programs, with duration of HL treatment as the primary factor separating transcriptomic clusters.
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Has reproduction · 78
A network-based model of Aspergillus fumigatus elucidates regulators of development and defensive natural products of an opportunistic pathogen.
PMID 41505094 · PMC12781895 · Nucleic acids research · 2026 · 8 claims · 5 setups
A comprehensive genome-wide gene regulatory network resource for A. fumigatus (GRAsp) was constructed from 18 RNA-seq datasets using MERLIN-P-TFA.
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Has reproduction · 68
Systematic identification of ACE2 expression modulators reveals cardiomyopathy as a risk factor for mortality in COVID-19 patients.
PMID 35012625 · PMC8743438 · Genome biology · 2022 · 7 claims · 8 setups
GENEVA is a semi-automated, study-design-agnostic framework that mines large-scale public RNA-seq data to identify conditions modulating a gene of interest's expression
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Has reproduction · 63
RummaGEO: Automatic mining of human and mouse gene sets from GEO.
PMID 39569206 · PMC11573963 · Patterns (New York, N.Y.) · 2024 · 8 claims · 7 setups
RummaGEO is a gene expression signature search engine built from automatically mined human and mouse RNA-seq perturbation studies in GEO
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Has reproduction · 88
AuPairWise: A Method to Estimate RNA-Seq Replicability through Co-expression.
PMID 27082953 · PMC4833304 · PLoS computational biology · 2016 · 7 claims · 4 setups
Sample-sample correlation of transcript abundances is trivially high regardless of condition and gives misleading estimates of the replicability of conditional (differential) variation in expression.
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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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Has reproduction · 85
Exploring microproteins from various model organisms using the mip-mining database.
PMID 37919660 · PMC10623795 · BMC genomics · 2023 · 5 claims · 4 setups
Mip-mining is a database of 336 curated RNA-seq datasets from 8626 samples across nine species, built specifically to explore microprotein functions under stress and disease conditions
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Has reproduction
D2H2: diabetes data and hypothesis hub.
PMID 38107655 · PMC10723036 · Bioinformatics advances · 2023 · 6 claims · 5 setups
D2H2 is a web portal hosting hundreds of curated, uniformly reprocessed diabetes-relevant transcriptomics datasets from GEO with per-study visualization, differential expression, and single-gene queries.
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Has reproduction · 84
Network Controllability Reveals Key Mitigation Points for Tumor-Promoting Signaling in Tumor-Educated Platelets.
PMID 41226816 · PMC12609506 · International journal of molecular sciences · 2025 · 8 claims · 6 setups
TEPs in NSCLC show 111 upregulated and 108 downregulated genes versus non-cancer control platelets, enriched in ECM interaction, cytoskeleton, immune signaling, and platelet activation pathways.
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Has reproduction · 69
COVID-19 vaccination atlas using an integrative systems vaccinology approach.
PMID 40456760 · PMC12130191 · NPJ vaccines · 2025 · 8 claims · 6 setups
mRNA vaccines induce transient but strong immune responses after booster doses
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Has reproduction · 88
From bud formation to flowering: transcriptomic state defines the cherry developmental phases of sweet cherry bud dormancy.
PMID 31830909 · PMC6909552 · BMC genomics · 2019 · 8 claims · 7 setups
Flower buds in organogenesis, paradormancy, endodormancy and ecodormancy stages are each defined by expression of genes in specific pathways, and the transcriptional state accurately captures the dormancy state.
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Has reproduction · 87
De Novo Transcriptome Meta-Assembly of the Mixotrophic Freshwater Microalga Euglena gracilis.
PMID 34072576 · PMC8227486 · Genes · 2021 · 6 claims · 8 setups
A consensus transcriptome assembled by combining reads from five independent studies is the most complete E. gracilis transcriptome released to date, outperforming the two previously available transcriptomes (GEFR01 and GDJR01).
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Has reproduction · 100
Differential Hsp90-dependent gene expression is strain-specific and common among yeast strains.
PMID 37138775 · PMC10149407 · iScience · 2023 · 8 claims · 7 setups
Hsp90-dependent gene expression varies among different yeast strains
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Has reproduction · 38
RNA-Seq transcriptome profiling of upland cotton (Gossypium hirsutum L.) root tissue under water-deficit stress.
PMID 24324815 · PMC3855774 · PloS one · 2013 · 8 claims · 8 setups
A total of 1,530 transcripts were differentially expressed between well-watered and water-deficit stressed field-grown upland cotton root tissues (913 up-regulated, 617 down-regulated).
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Has reproduction · 85
COVID-19 lung disease shares driver AT2 cytopathic features with Idiopathic pulmonary fibrosis.
PMID 35870428 · PMC9297827 · EBioMedicine · 2022 · 8 claims · 8 setups
COVID-19 lung disease resembles IPF at a fundamental level, recapitulating ViP/IPF gene expression patterns, an IL15-centric cytokine storm, and AT2 cytopathic changes (injury, DNA damage, transient progenitor-state arrest, senescence/SASP).
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Has reproduction · 75
Identification of Novel Therapeutic Candidates Against SARS-CoV-2 Infections: An Application of RNA Sequencing Toward mRNA Based Nanotherapeutics.
PMID 35983322 · PMC9378778 · Frontiers in microbiology · 2022 · 6 claims · 7 setups
RPL29 (60S ribosomal protein L29) is highly/consistently expressed across all COVID-19 infected groups regardless of severity, suggesting it as a novel host therapeutic target for mRNA-based nanomedicines.
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Has reproduction · 58
Intergenic risk variant rs56258221 skews the fate of naive CD4(+) T cells via miR4464-BACH2 interplay in primary sclerosing cholangitis.
PMID 38901430 · PMC11293351 · Cell reports. Medicine · 2024 · 8 claims · 8 setups
rs56258221 (BACH2/MIR4464) associates with a distinct peripheral blood T cell immunophenotype in people with PSC
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Has reproduction · 61
RegulonDB 11.0: Comprehensive high-throughput datasets on transcriptional regulation in Escherichia coli K-12.
PMID 35584008 · PMC9465075 · Microbial genomics · 2022 · 8 claims · 7 setups
RegulonDB 11.0 is a radical upgrade offering access to more than 2000 high-throughput datasets on transcriptional regulation in E. coli K-12.
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Has reproduction · 74
Enforced MYC expression directs a distinct transcriptional state during plasma cell differentiation.
PMID 40721291 · PMC12305944 · Life science alliance · 2025 · 8 claims · 7 setups
Acute MYC (T58I) and BCL2 overexpression drives an aberrant B-cell differentiation phenotype with altered surface marker expression while functional antibody secretion is retained
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Has reproduction · 68
Revealing an unexpectedly low electron injection threshold via reinforced shock acceleration.
PMID 39805850 · PMC11730962 · Nature communications · 2025 · 8 claims · 4 setups
A reinforced shock acceleration model combining foreshock transients, wave-particle interactions, and variable stellar wind conditions operating across multiple scales enables electrons to consistently reach relativistic energies