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).

• Deep transcriptomics reveals cell-specific isoforms of pan-neuronal genes.

  PMID 40379625 · PMC12084633 · Nature communications · 2025 · 8 claims · 5 setups

  Has reproduction · 84

  Pan-neuronal genes (expressed in many/all neurons) harbor highly cell-specific splice variants/isoforms restricted to single or few neuron types.

  elegans short-read whole-animal rt-pcr

• Proneural-mesenchymal antagonism dominates the patterns of phenotypic heterogeneity in glioblastoma.

  PMID 38433919 · PMC10905000 · iScience · 2024 · 8 claims · 8 setups

  Has reproduction · 100

  The four proposed GBM molecular subtypes (Proneural, Neural, Classical, Mesenchymal / NPC-like, OPC-like, AC-like, MES-like) are not mutually exclusive or independent of one another

  scrna-seq tcga-gbm gse131928 tumor gene pairwise principal

• Creation of a Single Cell RNASeq Meta-Atlas to Define Human Liver Immune Homeostasis.

  PMID 34335581 · PMC8322955 · Frontiers in immunology · 2021 · 7 claims · 8 setups

  Has reproduction · 63

  Three independently generated human liver CD45+ scRNA-seq datasets (LACEe, Lnb, LCD45e) can be co-clustered and integrated despite differing sequencing platforms and processing protocols.

  liver pbmc integrated gene scrna-seq differential ingenuity

• Hierarchical cell-type identifier accurately distinguishes immune-cell subtypes enabling precise profiling of tissue microenvironment with single-cell RNA-sequencing.

  PMID 36681937 · PMC10025442 · Briefings in bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  HiCAT is a hierarchical, marker-based cell-type identifier that uses gene set analysis (GSA) scoring with markers structured in a three-level taxonomy tree (major-type, minor-type, subset)

  pbmc cord melanoma lung scrna-seq computational

• Diapause vs. reproductive programs: transcriptional phenotypes in a keystone copepod.

  PMID 33782539 · PMC8007741 · Communications biology · 2021 · 8 claims · 7 setups

  Has reproduction · 57

  t-SNE clustering of all-gene expression data groups field-collected (diapause program) samples into one cluster while early and late culture (reproductive program) samples separate into two distinct phenotypes

  calanus same 11k degs bulk dimensionality differential

• Determining the quality and complexity of next-generation sequencing data without a reference genome.

  PMID 25514851 · PMC4298064 · Genome biology · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  kPAL, an open-source alignment-free package, assesses sequencing data quality and complexity using k-mer frequency profiles and pairwise distances between them, without a reference sequence.

  rna-seq genome wgs exome k-mer rna-seq read

• 3D-super-enhancers are condensate-associated cis-regulatory communities.

  PMID 41797539 · PMC12968393 · Nucleic acids research · 2026 · 8 claims · 8 setups

  Full-text index only

  BOUQUET integrates genome topology, chromatin occupancy, and graph theory (label propagation) to assign CREs and transcription protein machinery to target genes and identify protein-rich 'communities' associated with condensates.

  embryonic mesc thymocytes chip-seq hichip single-cell

• lncEvo: automated identification and conservation study of long noncoding RNAs.

  PMID 33563213 · PMC7871587 · BMC bioinformatics · 2021 · 8 claims · 5 setups

  Has reproduction · 61

  lncEvo is an integrated Nextflow/Docker pipeline combining transcriptome assembly, lncRNA identification, and cross-species conservation analysis into a single workflow.

  chimp assembled pairwise raw bulk lncrna comparative

• Eye in a Disk: eyeIntegration Human Pan-Eye and Body Transcriptome Database Version 1.0.

  PMID 31343654 · PMC6660187 · Investigative ophthalmology & visual science · 2019 · 8 claims · 5 setups

  Has reproduction · 94

  EiaD is a reproducible, versioned RNA-seq transcriptome dataset combining 916 healthy human eye samples and 1375 GTEx body samples across 19 eye and 54 body tissues, built with a Snakemake pipeline and served as a single SQLite database.

  gtex eye stem retinal bulk differential single-cell

• Mutually exclusive teams-like patterns of gene regulation characterize phenotypic heterogeneity along the noradrenergic-mesenchymal axis in neuroblastoma.

  PMID 38230570 · PMC10795782 · Cancer biology & therapy · 2024 · 8 claims · 6 setups

  Has reproduction · 87

  NOR-specific and MES-specific gene expression patterns are largely mutually exclusive, exhibiting a teams-like behavior across multiple bulk NB transcriptomic datasets

  lines bulk single-cell housekeeping bulk pca single-sample

• Optimal scaling of digital transcriptomes.

  PMID 24223126 · PMC3819321 · PloS one · 2013 · 8 claims · 8 setups

  Has reproduction · 67

  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.

  tissues bodymap mapped 16-sample bulk read transcript

• CTCF binding site classes exhibit distinct evolutionary, genomic, epigenomic and transcriptomic features.

  PMID 19922652 · PMC3091324 · Genome biology · 2009 · 8 claims · 8 setups

  Full-text index only

  CTCF binding sites can be classified into three occupancy-based classes (LowOc, MedOc, HighOc) based on similarity to the CTCF PWM motif

  cd4+ hela imr90 embryonic chip-seq computational gene

• RNA-sequence analysis of primary alveolar macrophages after in vitro infection with porcine reproductive and respiratory syndrome virus strains of differing virulence.

  PMID 24643046 · PMC3958415 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 41

  Infection of PAMs with either LV or Lena affects signaling pathways directly linked to the innate immune response, including IRF activation, RIG1-like receptors, TLRs and PKR pathways.

  pulmonary prrsv-infected lena-infected 3-week-old rna-seq immunoperoxidase quantitative

• Loss of long-range co-expression is a common feature in cancer.

  PMID 41935098 · PMC13247121 · NPJ systems biology and applications · 2026 · 8 claims · 7 setups

  Full-text index only

  In cancer, the strongest co-expressed gene pairs (top MI values) are predominantly intra-chromosomal, unlike in normal tissue.

  tissues same bladder cancer bulk differential bootstrap

• Transcriptome Analysis of Differentially Expressed Genes in Freshwater Pearl Mussel (Sinohyriopsis cumingii) with Four Different Shell Colors.

  PMID 41681397 · PMC12897141 · Animals : an open access journal from MDPI · 2026 · 8 claims · 4 setups

  Full-text index only

  Key genes regulating pigment metabolism (ADAMTS, TYR, BCDO2, FTH1) and mineral metabolism/absorption (TRPV6, HCP1, HEPH, Zip4) are significantly differentially expressed among four shell-color morphs of S. cumingii

  juvenile cumingii bulk qrt-pcr enrichment

• FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq.

  PMID 23768108 · PMC3691734 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 65

  FusionQ is a novel tool that detects gene fusions, constructs chimerical transcript structures, and estimates their abundances from paired-end RNA-Seq data.

  simulated four rna-seq randomly simulated paired-end read-mappability

• Mining transcriptomic data to study the origins and evolution of a plant allopolyploid complex.

  PMID 24883252 · PMC4034613 · PeerJ · 2014 · 8 claims · 8 setups

  Has reproduction · 54

  All three allopolyploid species are fixed hybrids combining the genomes of the two putative diploid parents hypothesized on the basis of previous crossing and molecular work.

  pooled perennial allopolyploid snp single-end read homoeologue

• Gene regulatory network transitions reveal the central transcription factors in lung adenocarcinoma progression.

  PMID 41559111 · PMC12873405 · NPJ systems biology and applications · 2026 · 7 claims · 8 setups

  Full-text index only

  NR2F1 is a central transcription factor in LUAD progression, identified independently through GRN architecture transitions and gene regulation dynamics analysis

  luad epithelial myeloid nr2f1 single-cell gene binding

• GeneSetCart: assembling, augmenting, combining, visualizing, and analyzing gene sets.

  PMID 40208796 · PMC11984350 · GigaScience · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  GeneSetCart is a web-based platform that lets users assemble, augment, combine, visualize, and analyze gene sets from multiple sources in one place

  user-assembled archs4 generif-derived aggregated gene gene-gene literature

• oPOSSUM-3: advanced analysis of regulatory motif over-representation across genes or ChIP-Seq datasets.

  PMID 22973536 · PMC3429929 · G3 (Bethesda, Md.) · 2012 · 8 claims · 6 setups

  Has reproduction · 49

  oPOSSUM-3 is a web-accessible system that identifies over-represented TFBS and TFBS families in DNA sequences of co-expressed genes or in sequences from high-throughput methods such as ChIP-Seq.

  hg19 large-scale gene-based jaspar tfbs sequence-based anchored