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 · 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 · 74
Disome-seq reveals widespread ribosome collisions that promote cotranslational protein folding.
PMID 33402206 · PMC7784341 · Genome biology · 2021 · 8 claims · 6 setups
Disome-seq detects widespread, previously hidden ribosome collisions across endogenous coding sequences in fast-proliferating yeast cells.
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Has reproduction · 75
Roar: detecting alternative polyadenylation with standard mRNA sequencing libraries.
PMID 27756200 · PMC5069797 · BMC bioinformatics · 2016 · 8 claims · 5 setups
Roar, a method using PRE/POST read counts around annotated APA sites to compute an m/M ratio and a ratio-of-ratios (roar) statistic, detects differential 3'UTR shortening/lengthening from standard RNA-seq libraries.
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Has reproduction · 58
Phosphorylation of ribosomal protein S6 differentially affects mRNA translation based on ORF length.
PMID 34871442 · PMC8682771 · Nucleic acids research · 2021 · 8 claims · 8 setups
RPS6 becomes progressively dephosphorylated on ribosomes as they translate along an mRNA CDS
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Accurate detection of somatic single-nucleotide variants from bulk RNA-seq data using RNA-MosaicHunter.
PMID 41505106 · PMC12781890 · Nucleic acids research · 2026 · 6 claims · 8 setups
RNA-MosaicHunter accurately detects sSNVs from bulk RNA-seq with high precision (94.7% in TCGA, 99.3% in cell-line mixture) in default mode
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Has reproduction · 67
Sequencing mRNA from cryo-sliced Drosophila embryos to determine genome-wide spatial patterns of gene expression.
PMID 23951250 · PMC3741199 · PloS one · 2013 · 8 claims · 8 setups
Cryosectioning single blastoderm-stage D. melanogaster embryos along the A–P axis and sequencing mRNA from each slice yields reliable genome-wide spatial expression patterns.
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Has reproduction · 73
Exploring the prognostic and diagnostic value of lactylation-related genes in sepsis.
PMID 39367086 · PMC11452377 · Scientific reports · 2024 · 8 claims · 7 setups
Intersecting sepsis-associated differentially expressed genes with a curated list of 332 lactylation genes yields 55 sepsis-related lactylation genes.
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Has reproduction · 78
SPRR1B+ keratinocytes prime oral mucosa for rapid wound healing via STAT3 activation.
PMID 39300285 · PMC11413210 · Communications biology · 2024 · 8 claims · 8 setups
A shared wound healing gene set (P2-WHGs, 146 genes) is constitutively expressed in uninjured oral mucosa but not in uninjured skin
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Has reproduction · 81
Metatranscriptomics-based investigation of bacterial community dynamics across a dissolved organic matter gradient in southern Lake Michigan.
PMID 41860215 · PMC13101498 · Applied and environmental microbiology · 2026 · 7 claims · 6 setups
Offshore Lake Michigan bacterioplankton show higher expression of DOM, N, and P acquisition/transporter genes than nearshore bacterioplankton
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Has reproduction · 78
TRIM28 repression of retrotransposon-based enhancers is necessary to preserve transcriptional dynamics in embryonic stem cells.
PMID 23233547 · PMC3589534 · Genome research · 2013 · 8 claims · 8 setups
TRIM28 repression of ERVs protects cellular gene expression in early embryos from perturbation by cis-acting activators contained within these retroelements.
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Unleashing the potential of mRNA-seq to uncover the microbiome structure and their crosstalk with host cells: the vulvar ecosystem.
PMID 42098796 · PMC13154700 · Microbiome · 2026 · 8 claims · 5 setups
Poly(A)-enriched mRNA-seq can reliably reconstruct microbiome composition, validated against a quantitative mock community standard and metagenomic analysis
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Has reproduction · 87
Translation affects mRNA stability in a codon-dependent manner in human cells.
PMID 31012849 · PMC6529216 · eLife · 2019 · 8 claims · 6 setups
Translation affects mRNA stability in a codon-dependent manner in human cells
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Has reproduction · 50
RNA-Seq alignment to individualized genomes improves transcript abundance estimates in multiparent populations.
PMID 25236449 · PMC4174954 · Genetics · 2014 · 8 claims · 7 setups
Genetic variants distinguishing an individual genome from the reference cause read misalignment and biased transcript abundance estimates, and fine-tuning of alignment algorithms does not correct this problem.
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bayesReact: expression-coupled regulatory motif analysis detects microRNA activity across cancers, tissues, and at the single-cell level.
PMID 41657247 · PMC12884093 · Nucleic acids research · 2026 · 8 claims · 6 setups
bayesReact is a novel fully Bayesian generative model for inferring regulatory motif (e.g., miRNA) activity from bulk or single-cell expression data
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Has reproduction · 91
Cell fixation and preservation for droplet-based single-cell transcriptomics.
PMID 28526029 · PMC5438562 · BMC biology · 2017 · 7 claims · 8 setups
Methanol fixation stabilizes and preserves dissociated cells for weeks without compromising single-cell RNA-seq data quality
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Has reproduction · 77
Comparison of RNA-Seq by poly (A) capture, ribosomal RNA depletion, and DNA microarray for expression profiling.
PMID 24888378 · PMC4070569 · BMC genomics · 2014 · 8 claims · 8 setups
Ribo-Zero-Seq removes rRNA with efficiency comparable to poly(A)-based mRNA-Seq in both FF and FFPE RNA, whereas DSN-Seq leaves significantly more rRNA and shows greater variation.
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Integrative miRNA-mRNA Network and Molecular Dynamics-Based Identification of Therapeutic Candidates for Paroxysmal Nocturnal Hemoglobinuria.
PMID 41599741 · PMC12845513 · Pharmaceuticals (Basel, Switzerland) · 2026 · 8 claims · 8 setups
A PIGA-knockout (PIGA-KO) THP-1 cell model was successfully established using CRISPR/Cas9 RNP technology as a PNH model
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Has reproduction · 81
Ribosome A and P sites revealed by length analysis of ribosome profiling data.
PMID 25805170 · PMC4402525 · Nucleic acids research · 2015 · 7 claims · 8 setups
Accounting for variation in ribosome footprint lengths, by aligning footprints to the correct end, reveals the ribosome A and P site locations.
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Has reproduction · 37
Antigen and checkpoint receptor engagement recalibrates T cell receptor signal strength.
PMID 34534438 · PMC8585507 · Immunity · 2021 · 8 claims · 6 setups
TCR signal strength drives dynamic and time-dependent transcriptional changes in CD4+ T cells in vivo
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Has reproduction · 83
Analyzing biomarker discovery: Estimating the reproducibility of biomarker sets.
PMID 35901020 · PMC9333302 · PloS one · 2022 · 8 claims · 6 setups
Non-reproducibility is a common problem in biomarker discovery: independently derived biomarker sets for the same phenotype frequently share very few features across studies