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 · 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 · 85
Systematic Analysis of Long Non-Coding RNA Genes in Nonalcoholic Fatty Liver Disease.
PMID 35893239 · PMC9332188 · Non-coding RNA · 2022 · 6 claims · 5 setups
Many lncRNAs, like protein-coding genes, are differentially expressed in NAFLD patients compared to healthy normal-weight and obese individuals.
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Has reproduction · 50
An atlas of the human liver diurnal transcriptome and its perturbation by hepatitis C virus infection.
PMID 39209804 · PMC11362569 · Nature communications · 2024 · 7 claims · 7 setups
Human hepatocytes engrafted in liver chimeric mice display a large rhythmic transcriptome of ~1700 protein-coding orthologous genes, including transcription factors, chromatin modifiers, and metabolic enzymes.
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Has reproduction · 77
Hepatocyte dedifferentiation in 2D culture reveals extensive transcriptomic and proteomic rewiring.
PMID 41111196 · PMC12506984 · Hepatology communications · 2025 · 8 claims · 4 setups
24 hours of 2D culturing changes >10,000 genes and ~3000 proteins in primary hepatocytes compared with freshly isolated cells, reflecting major transcriptomic and proteomic rewiring.
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Has reproduction · 71
Cell type- and species-specific regulation of hepatic lncRNAs by TCDD-activated aryl hydrocarbon receptor.
PMID 41136526 · PMC12552753 · Scientific reports · 2025 · 7 claims · 7 setups
TCDD elicits dose-dependent AHR-mediated differential expression of hepatic lncRNAs in both mouse and rat liver, with more DE lncRNAs in mice than rats and a subset conserved across species.
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Has reproduction · 83
Functional module detection through integration of single-cell RNA sequencing data with protein-protein interaction networks.
PMID 33138772 · PMC7607865 · BMC genomics · 2020 · 8 claims · 6 setups
scPPIN integrates scRNA-seq-derived p-values with PPINs to detect maximum-weight connected subgraphs (active/functional modules) via an exact Steiner-tree approach
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Has reproduction · 90
Expression quantitative trait loci in sheep liver and muscle contribute to variations in meat traits.
PMID 33461502 · PMC7812657 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 6 setups
Many significant cis-eQTL (geQTL, eeQTL, sQTL) were detected in sheep liver and muscle at FDR < 0.01.
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Has reproduction · 84
The seeker R package: simplified fetching and processing of transcriptome data.
PMID 36389425 · PMC9648347 · PeerJ · 2022 · 8 claims · 4 setups
seeker is an R package that wraps existing tools to fetch and process RNA-seq and microarray data, providing a standard interface, simple parallelization, and detailed logging
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Has reproduction · 59
Application of Machine Learning in Predicting Hepatic Metastasis or Primary Site in Gastroenteropancreatic Neuroendocrine Tumors.
PMID 37887568 · PMC10605255 · Current oncology (Toronto, Ont.) · 2023 · 8 claims · 7 setups
Multi-gene random forest models classify primary tumor vs. liver metastasis samples with 100% accuracy in training/test cohorts and >90% accuracy in an independent validation cohort
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Has reproduction · 87
High-resolution mapping of transcriptional dynamics across tissue development reveals a stable mRNA-tRNA interface.
PMID 25122613 · PMC4216921 · Genome research · 2014 · 8 claims · 7 setups
mRNA codon and amino acid pools are highly stable across mouse development and across tissues, simply reflecting the genomic background distribution of any possible transcriptome.
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Has reproduction · 45
NUSAP1 Could be a Potential Target for Preventing NAFLD Progression to Liver Cancer.
PMID 35431924 · PMC9010788 · Frontiers in pharmacology · 2022 · 8 claims · 8 setups
NUSAP1 is a hub gene linking NAFLD fibrosis progression and HCC and may be a therapeutic target to prevent NAFLD progression to liver cancer
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Has reproduction · 93
Under the Shadow: Old-biased Genes Are Subject to Weak Purifying Selection at Both the Tissue- and Cell Type-Specific Levels.
PMID 41092135 · PMC12569596 · Genome biology and evolution · 2025 · 8 claims · 6 setups
Age-related decrease in transcriptome conservation (ADICT) is commonly found in ageing tissues of nonmammalian species (chicken brain, killifish liver and skin, fruit fly brain).
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Has reproduction · 48
Indoleamine 2, 3-Dioxygenase 1 and CD8 Expression Profiling Revealed an Immunological Subtype of Colon Cancer With a Poor Prognosis.
PMID 33425745 · PMC7793995 · Frontiers in oncology · 2020 · 7 claims · 6 setups
The CD8A-high/IDO1-high colon cancer subtype (group IV*) has the worst survival despite high CD8 infiltrates.
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Has reproduction · 84
TransOrGAN: An Artificial Intelligence Mapping of Rat Transcriptomic Profiles between Organs, Ages, and Sexes.
PMID 37200521 · PMC10433534 · Chemical research in toxicology · 2023 · 6 claims · 4 setups
TransOrGAN can infer transcriptomic profiles between any 2 of 9 organs with an average cosine similarity of 0.984 between synthetic and real profiles
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Has reproduction · 66
Liver-specific paraoxonase-1 alleviates regulatory T cell-driven immunosuppression via metabolic reprogramming in hepatocellular carcinoma.
PMID 41387425 · PMC12701056 · Nature communications · 2025 · 8 claims · 8 setups
PON1 expression is downregulated in HCC tumor tissue and low PON1 is associated with worse prognosis
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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 · 73
Dioxin-elicited decrease in cobalamin redirects propionyl-CoA metabolism to the β-oxidation-like pathway resulting in acrylyl-CoA conjugate buildup.
PMID 35931118 · PMC9418907 · The Journal of biological chemistry · 2022 · 8 claims · 8 setups
TCDD dose-dependently decreases cobalamin (Cbl) levels, compromising MUT activity and redirecting propionyl-CoA metabolism from the canonical Cbl-dependent carboxylation pathway to the alternate Cbl-independent β-oxidation-like pathway.
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Has reproduction · 85
Chromosome-level genome assembly of Lilford's wall lizard, Podarcis lilfordi (Günther, 1874) from the Balearic Islands (Spain).
PMID 37137526 · PMC10214862 · DNA research : an international journal for rapid publication of reports on genes and genomes · 2023 · 8 claims · 8 setups
First high-quality chromosome-level genome assembly and annotation of P. lilfordi, generated via a mixed sequencing strategy (10X linked reads, ONT long reads, Hi-C) plus RNAseq/Iso-Seq
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Has reproduction · 67
Optimal scaling of digital transcriptomes.
PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups
Fifteen existing and novel transcript-count normalization algorithms can be compared with two novel, mutually independent metrics: the number of "uniform" genes (sufficiently low coefficient of variation after normalization) and low average Spearman correlation between normalized expression profiles of gene pairs.
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Has reproduction · 89
miRge 2.0 for comprehensive analysis of microRNA sequencing data.
PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups
miRge 2.0 introduces a novel SVM-based miRNA detection method using both hairpin structure and isomiR composition, yielding higher specificity for miRNA identification