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).

• Interaction between SNAI2 and MYOD enhances oncogenesis and suppresses differentiation in Fusion Negative Rhabdomyosarcoma.

  PMID 33420019 · PMC7794422 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  SNAI2 is highly expressed in FN-RMS tumors and cell lines compared to normal tissue

  rms fn-rms fp-rms imr90 rna-seq western immunohistochemistry

• Comprehensive analysis of peroxisome proliferator-activated receptors to predict the drug resistance, immune microenvironment, and prognosis in stomach adenocarcinomas.

  PMID 38529307 · PMC10962337 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 58

  PPARA, PPARD and PPARG are more abnormally expressed in STAD samples and cell lines compared to most of 32 cancer types in TCGA

  cancer tcga-stad stomach ges1 rna-seq pearson gsva

• SEMdag: Fast learning of Directed Acyclic Graphs via node or layer ordering.

  PMID 39775401 · PMC11709272 · PloS one · 2025 · 8 claims · 5 setups

  Has reproduction · 81

  SEMdag() is a two-step order-based algorithm for fast learning of high-dimensional linear SEMs, using knowledge-based (KB) or data-driven bottom-up (BU) node/layer ordering followed by penalized (L1) DAG estimation

  amyotrophic breast coronavirus st-elevation rna-seq comparative

• 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

  Has reproduction · 48

  The CD8A-high/IDO1-high colon cancer subtype (group IV*) has the worst survival despite high CD8 infiltrates.

  tcga-coad ncbi-geo colon c57bl bulk gene immune

• 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

  Has reproduction · 42

  PAAD tumors can be consensus-clustered into immunologically hot and cold subtypes based on CIBERSORT-derived immune cell fractions, with significantly different survival outcomes.

  paad degs bulk consensus tumor

• Correcting scale distortion in RNA sequencing data.

  PMID 39875825 · PMC11776150 · BMC bioinformatics · 2025 · 8 claims · 8 setups

  Has reproduction · 76

  Local averaging reveals expression-level-dependent biases that differ from sample to sample across all RNA-seq datasets studied, and are not corrected by conventional normalization (TPM/FPKM)

  tcga su2c gse47774 gtex bulk computational d'agostino

• 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

  Has reproduction · 93

  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).

  gallus nothobranchius drosophila heterocephalus bulk single-cell

• Identification of phenotype-specific networks from paired gene expression-cell shape imaging data.

  PMID 35197309 · PMC8997347 · Genome research · 2022 · 8 claims · 5 setups

  Has reproduction · 100

  A network-based approach integrating RNA-seq and cell-shape imaging data identifies data-derived signaling networks specific to cell-shape regulation in breast cancer.

  breast representative kinases bulk high-throughput immunofluorescence

• sRNAbench and sRNAtoolbox 2019: intuitive fast small RNA profiling and differential expression.

  PMID 31114926 · PMC6602500 · Nucleic acids research · 2019 · 8 claims · 3 setups

  Has reproduction

  sRNAtoolbox 2019 adds all major small RNA library preparation protocols (including UMI-based) to sRNAbench with automatic protocol-specific preprocessing.

  biological srp046046 ensembl small consensus genome

• 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

  Has reproduction · 57

  RNase Y selectively processes GAS mRNA, but its overall impact is confined to a limited set of virulence factor transcripts.

  streptococcus rna-seq tiling northern

• Plant Soft Rot Development and Regulation from the Viewpoint of Transcriptomic Profiling.

  PMID 32927917 · PMC7570247 · Plants (Basel, Switzerland) · 2020 · 8 claims · 6 setups

  Has reproduction

  Pba infection of tobacco causes large-scale differential gene expression (8636 DEGs), reflecting profound host physiological reprogramming.

  tobacco potato whole-genome bulk qpcr rna-seq

• Gene-Expression Profiling Suggests Impaired Signaling via the Interferon Pathway in Cstb-/- Microglia.

  PMID 27355630 · PMC4927094 · PloS one · 2016 · 8 claims · 8 setups

  Has reproduction · 54

  In Cstb-/- microglia, 184 genes were differentially expressed relative to control, of which 33 were identified by both microarray and RNA-seq.

  analysis microarray rna-seq quantitative

• A newly identified glycosyltransferase AsRCOM provides resistance to purple curl leaf disease in agave.

  PMID 37936069 · PMC10629022 · BMC genomics · 2023 · 6 claims · 5 setups

  Has reproduction

  The glycosyltransferase gene AsRCOM is the most critical disease-resistance gene against agave purple curl leaf disease, and its overexpression significantly enhances resistance.

  agave a.h11648 bulk wgcna qpcr

• Advances in genomic and pharmacokinetic profiling for clinical stratification of metastatic breast cancer.

  PMID 41369820 · PMC12799884 · Discover oncology · 2025 · 7 claims · 8 setups

  Has reproduction · 59

  Eight gene modules linked to metastasis were identified via scored network analysis and validated through pathway databases.

  metastatic tcga-brca homo gse40622 gene bulk rt-pcr

• First step toward gene expression data integration: transcriptomic data acquisition with COMMAND>_.

  PMID 30691411 · PMC6348648 · BMC bioinformatics · 2019 · 7 claims · 3 setups

  Has reproduction · 30

  COMMAND>_ is a flexible multi-user web application that searches, downloads, parses, re-annotates, and imports gene expression experiments into a coherent data model.

  small user-defined microarray affymetrix rna-seq probe-to-gene

• Understanding the function of Pax5 in development of docetaxel-resistant neuroendocrine-like prostate cancers.

  PMID 39183332 · PMC11345443 · Cell death & disease · 2024 · 7 claims · 8 setups

  Has reproduction · 69

  Pax5 is an important transcription factor driving neuronal gene expression and is specific to t-NEPC

  ne-like prostate lucap mcrpc atac-seq acetylated-histone rna-seq

• Transcriptome analysis provides insights into the regulatory function of alternative splicing in antiviral immunity in grass carp (Ctenopharyngodon idella).

  PMID 26248502 · PMC4528194 · Scientific reports · 2015 · 8 claims · 8 setups

  Has reproduction · 70

  AS events, including differentially-expressed-transcript-containing genes (DETs), are ubiquitous in head-kidney and spleen transcriptomes of C. idella

  head-kidney idella assembled il-12p40α rna-seq rt-qpcr pcr

• Effect of PAIP1 on the metastatic potential and prognostic significance in oral squamous cell carcinoma.

  PMID 35153296 · PMC8841500 · International journal of oral science · 2022 · 8 claims · 8 setups

  Has reproduction · 10

  PAIP1 mRNA and protein levels are upregulated in OSCC/HNSCC compared to normal tissue.

  hnscc oscc differential copy rna-seq

• De novo transcriptome assembly and comprehensive assessment provide insight into fruiting body formation of Sparassis latifolia.

  PMID 35773379 · PMC9247108 · Scientific reports · 2022 · 6 claims · 7 setups

  Has reproduction · 46

  De novo transcriptome assembly of S. latifolia produced 48,549 unigenes, 71.53% (34,728) of which were annotated against KEGG, GO, and/or KOG databases

  sparassis latifolia bulk transcriptome sequence

• Transcriptome profiling of Giardia intestinalis using strand-specific RNA-seq.

  PMID 23555231 · PMC3610916 · PLoS computational biology · 2013 · 8 claims · 8 setups

  Has reproduction · 74

  Most of the G. intestinalis genome is transcribed in in vitro-grown trophozoites, but at vastly different expression levels.

  intestinalis same rna-seq strand-specific technical reverse