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 · 74
Transcriptome profiling of Giardia intestinalis using strand-specific RNA-seq.
PMID 23555231 · PMC3610916 · PLoS computational biology · 2013 · 8 claims · 8 setups
Most of the G. intestinalis genome is transcribed in in vitro-grown trophozoites, but at vastly different expression levels.
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Has reproduction
sRNAbench and sRNAtoolbox 2019: intuitive fast small RNA profiling and differential expression.
PMID 31114926 · PMC6602500 · Nucleic acids research · 2019 · 8 claims · 3 setups
sRNAtoolbox 2019 adds all major small RNA library preparation protocols (including UMI-based) to sRNAbench with automatic protocol-specific preprocessing.
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Has reproduction · 76
WikiPathways App for Cytoscape: Making biological pathways amenable to network analysis and visualization.
PMID 25254103 · PMC4168754 · F1000Research · 2014 · 8 claims · 7 setups
The open-source WikiPathways app for Cytoscape imports biological pathways from WikiPathways for data visualization and network analysis.
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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 · 50
Comparative analysis of circular RNAs between soybean cytoplasmic male-sterile line NJCMS1A and its maintainer NJCMS1B by high-throughput sequencing.
PMID 30208848 · PMC6134632 · BMC genomics · 2018 · 8 claims · 7 setups
2867 circRNAs were identified in soybean flower buds via high-throughput sequencing with RNase R enrichment, of which 1009 were differentially expressed between NJCMS1A and NJCMS1B
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Has reproduction · 58
A comparative study of techniques for differential expression analysis on RNA-Seq data.
PMID 25119138 · PMC4132098 · PloS one · 2014 · 8 claims · 8 setups
edgeR performs slightly better than DESeq and Cuffdiff2 in terms of the ability to uncover true positives.
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Has reproduction · 100
A workflow reproducibility scale for automatic validation of biological interpretation results.
PMID 37150537 · PMC10164546 · GigaScience · 2022 · 8 claims · 4 setups
Comparing output files by checksum alone is insufficient to verify reproducibility, since checksums can differ even when the underlying biological interpretation is unchanged
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Has reproduction · 68
LaSSO, a strategy for genome-wide mapping of intronic lariats and branch points using RNA-seq.
PMID 24709818 · PMC4079972 · Genome research · 2014 · 8 claims · 8 setups
LaSSO (Lariat Sequence Site Origin) identifies intronic lariat reads and pinpoints branch points genome-wide from RNA-seq data by considering every intronic base as a potential branch point and including all possible exon-skipping lariats.
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Has reproduction · 51
Polyploidy and the petal transcriptome of Gossypium.
PMID 24393201 · PMC3890615 · BMC plant biology · 2014 · 8 claims · 8 setups
Most homoeologous gene pairs in polyploid cotton petals are expressed at equal levels, indicating a surprising level of expression homeostasis; only ~20% of expressed genes show significant genome bias.
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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 · 80
Synthesis of transcriptomic studies reveals a core response to heat stress in abalone (genus Haliotis).
PMID 40361012 · PMC12070547 · BMC genomics · 2025 · 6 claims · 8 setups
A core set of 74 differentially expressed genes responds to heat stress in at least seven of nine abalone transcriptomic studies, constituting a conserved core heat-stress response across the genus Haliotis.
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Has reproduction · 74
Exploring candidate genes for pericarp russet pigmentation of sand pear (Pyrus pyrifolia) via RNA-Seq data in two genotypes contrasting for pericarp color.
PMID 24400075 · PMC3882208 · PloS one · 2014 · 8 claims · 5 setups
RNA-seq-based bulked segregant analysis of russet- vs green-pericarp F1 pools identified 29,100 unigenes, 206 of which were significantly differentially expressed (|log2 fold change| > 1).
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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 · 88
Severe COVID-19 Shares a Common Neutrophil Activation Signature with Other Acute Inflammatory States.
PMID 35269470 · PMC8909161 · Cells · 2022 · 7 claims · 7 setups
COVID-19 and HLH share immunological pathways, yielding 237 common up-regulated DEGs dominated by cytokine/chemokine signaling and neutrophil-mediated immune responses.
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Has reproduction · 42
Machine learning-based identification of biomarkers and drugs in immunologically cold and hot pancreatic adenocarcinomas.
PMID 39152432 · PMC11328457 · Journal of translational medicine · 2024 · 7 claims · 8 setups
PAAD tumors can be consensus-clustered into immunologically hot and cold subtypes based on CIBERSORT-derived immune cell fractions, with significantly different survival outcomes.
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Has reproduction · 90
Transcriptomic data meta-analysis reveals common and injury model specific gene expression changes in the regenerating zebrafish heart.
PMID 37012284 · PMC10070245 · Scientific reports · 2023 · 7 claims · 8 setups
Batch correction using sequencing platform as the correcting variable (via Combat-Seq) removes technical variability so that samples cluster by injury condition rather than dataset origin.
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Has reproduction · 71
Machine Learning-Based Integrated Analysis of PANoptosis Patterns in Acute Myeloid Leukemia Reveals a Signature Predicting Survival and Immunotherapy.
PMID 38322112 · PMC10846924 · International journal of clinical practice · 2024 · 7 claims · 7 setups
AML patients can be categorized into two distinct PANRG-based clusters with differing prognosis and immune characteristics
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Has reproduction · 55
Gene module regulation in dilated cardiomyopathy and the role of Na/K-ATPase.
PMID 35901050 · PMC9333241 · PloS one · 2022 · 5 claims · 8 setups
Several co-expressed gene modules are significantly associated with left ventricle ejection fraction (LVEF) and the DCM phenotype, enriched in fibrosis-related, small molecule transporting-related, and immune response-related pathways.
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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 · 57
Genome-wide screening of potential RNase Y-processed mRNAs in the M49 serotype Streptococcus pyogenes NZ131.
PMID 29900693 · PMC6460267 · MicrobiologyOpen · 2019 · 8 claims · 7 setups
RNase Y selectively processes GAS mRNA, but its overall impact is confined to a limited set of virulence factor transcripts.