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 · 84
DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.
PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 6 claims · 7 setups
DeepProg, an ensemble of deep-learning and machine-learning models, robustly predicts patient survival subtypes from multi-omics data and explicitly models survival as the objective while predicting new patient risks
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Has reproduction · 71
Utilizing the codon adaptation index to evaluate the susceptibility to HIV-1 and SARS-CoV-2 related coronaviruses in possible target cells in humans.
PMID 36760235 · PMC9905242 · Frontiers in cellular and infection microbiology · 2022 · 7 claims · 8 setups
CAI is positively correlated with translational efficiency, supporting its use as a proxy for viral mRNA translation in cell types.
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Has reproduction · 100
Charting and probing the activity of ADARs in human development and cell-fate specification.
PMID 39537590 · PMC11561244 · Nature communications · 2024 · 8 claims · 7 setups
RNA editing (AEI) and ADAR enzyme expression follow tissue-specific temporal dynamics across human organs from fetal to adult stages, with ADARB1 dynamics tracking AEI increase in hindbrain development.
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Has reproduction · 41
Unveiling the immunometabolic landscape of colorectal cancer through PANoptosis-related gene expression.
PMID 41601652 · PMC12832467 · Frontiers in immunology · 2025 · 8 claims · 8 setups
PANoptosis-related genes show significant expression heterogeneity across CRC samples, with apoptosis-related genes comprising the largest proportion (87.4%)
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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 · 48
Bioinformatics Analysis of the Characteristics and Correlation of m6A Methylation in Breast Cancer Progression.
PMID 35655723 · PMC9148239 · Contrast media & molecular imaging · 2022 · 8 claims · 8 setups
Breast cancer samples can be divided into 4 m6A subtypes (quiescent, m6A methylation, protein-binding, mixed) based on expression of m6A-related genes, with consistent proportions across datasets
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Has reproduction · 100
The mouse gastric surface epithelial cell and its response to early Helicobacter pylori infection.
PMID 41824631 · PMC13020875 · Virulence · 2026 · 8 claims · 5 setups
LCM followed by RNA-Seq is a feasible methodology for characterizing gastric SMCs and their host response to H. pylori infection in vivo
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Has reproduction · 63
Extensive tissue-specific expression variation and novel regulators underlying circadian behavior.
PMID 33514540 · PMC7846174 · Science advances · 2021 · 8 claims · 8 setups
More than 1700 mostly tissue-specific cycling genes are detected across four Drosophila tissues, substantially expanding the catalog of clock-controlled genes
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Has reproduction · 90
Inferring a spatial code of cell-cell interactions across a whole animal body.
PMID 36395331 · PMC9714814 · PLoS computational biology · 2022 · 8 claims · 6 setups
cell2cell computes cell-cell interaction (CCI) potential using a novel modified Bray-Curtis score based on complementary coexpression of ligand-receptor pairs between cells
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Has reproduction · 71
Transcriptomic Study on the Lungs of Broilers with Ascites Syndrome.
PMID 36611783 · PMC9817706 · Animals : an open access journal from MDPI · 2023 · 8 claims · 6 setups
1442 genes were differentially expressed in AS broiler lung vs normal lung (614 up-regulated, 828 down-regulated)
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Has reproduction
Endogenous Fatty Acid Synthesis Drives Brown Adipose Tissue Involution.
PMID 33440156 · PMC8240962 · Cell reports · 2021 · 8 claims · 8 setups
Endogenous fatty acid synthesis (DNL), regulated by ChREBP, is the central driver of BAT whitening/involution at thermoneutrality.
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Has reproduction · 78
Transcriptomic and physiological analysis of atractylodes chinensis in response to drought stress reveals the putative genes related to sesquiterpenoid biosynthesis.
PMID 38317086 · PMC10845750 · BMC plant biology · 2024 · 8 claims · 6 setups
Drought stress significantly increases MDA, proline, soluble sugar, and crude protein content and antioxidative enzyme (SOD, POD, CAT) activity in A. chinensis seedlings
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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
Accelerating rare disease diagnostics by linking DNA and RNA through an explainable and interactive RNA-guided workflow.
PMID 41685349 · PMC12891912 · NAR genomics and bioinformatics · 2026 · 7 claims · 7 setups
An integrated RNA-guided variant interpretation workflow combining OUTRIDER, FRASER, MOLGENIS VIP, and Borzoi enhances clinical variant interpretation and reclassification of VUS in rare disease cases.
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Has reproduction · 84
Deep transcriptomics reveals cell-specific isoforms of pan-neuronal genes.
PMID 40379625 · PMC12084633 · Nature communications · 2025 · 8 claims · 5 setups
Pan-neuronal genes (expressed in many/all neurons) harbor highly cell-specific splice variants/isoforms restricted to single or few neuron types.
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Has reproduction · 67
Generative and integrative modeling for transcriptomics with formalin fixed paraffin embedded material.
PMID 41029822 · PMC12486589 · Journal of translational medicine · 2025 · 8 claims · 6 setups
The negative binomial distribution best fits fRNA-seq transcript counts, with little evidence supporting zero-inflated extensions
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Has reproduction · 53
Gene Dosage Analysis on the Single-Cell Transcriptomes Linking Cotranslational Protein Targeting to Metastatic Triple-Negative Breast Cancer.
PMID 34577617 · PMC8472593 · Pharmaceuticals (Basel, Switzerland) · 2021 · 7 claims · 5 setups
A computational framework integrating independently measured CNV (DNA sequencing) and single-cell RNA-seq from the same patients identifies recurrent concordant copy number gain and gene upregulation (CNG-UP) events and functional modules at the single-cell level.
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Has reproduction · 71
A global change in RNA polymerase II pausing during the Drosophila midblastula transition.
PMID 23951546 · PMC3743134 · eLife · 2013 · 8 claims · 8 setups
Massive de novo recruitment of Pol II (and TBP) with widespread pausing occurs during the Drosophila midblastula transition, at 4007 promoters (~one third of all genes).
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Has reproduction · 62
Metatranscriptomics of the human oral microbiome during health and disease.
PMID 24692635 · PMC3977359 · mBio · 2014 · 8 claims · 8 setups
Disease-associated periodontal communities display conserved community-level metabolic gene expression profiles between patients, whereas the metabolic gene expression of individual species is highly variable between patients.
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Has reproduction · 81
Assessing personalized molecular portraits underlying endothelial-to-mesenchymal transition within pulmonary arterial hypertension.
PMID 39462326 · PMC11513636 · Molecular medicine (Cambridge, Mass.) · 2024 · 8 claims · 8 setups
scRNA-seq of PAH and control lung tissue identifies nine distinct cell populations with high heterogeneity in composition, function, distribution, and communication