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).

• SPEAQeasy: a scalable pipeline for expression analysis and quantification for R/bioconductor-powered RNA-seq analyses.

  PMID 33932985 · PMC8088074 · BMC bioinformatics · 2021 · 8 claims · 5 setups

  Has reproduction · 65

  SPEAQeasy is a portable, easy-to-install, Nextflow-powered RNA-seq processing pipeline that lowers the computational entry barrier for biologists/clinicians

  provided amygdala rna-seq differentially pipeline bulk rna-based

• Towards precise classification of cancers based on robust gene functional expression profiles.

  PMID 15774002 · PMC1274255 · BMC bioinformatics · 2005 · 6 claims · 7 setups

  Full-text index only

  Functional expression profiles (FEPs) achieve comparable or better classification performance than conventional gene expression profiles (GEPs) across four public microarray datasets

  nci60 lymphoma fep go-annotated cdna recursive hypergeometric

• A statistical model to identify differentially expressed proteins in 2D PAGE gels.

  PMID 19763172 · PMC2734266 · PLoS computational biology · 2009 · 7 claims · 5 setups

  Full-text index only

  A mixture likelihood model incorporating both detected and non-detected proteins has higher statistical power to detect differential expression than standard approaches like the Student's t-test.

  plasma simulated page simulated

• Exploring the prognostic and diagnostic value of lactylation-related genes in sepsis.

  PMID 39367086 · PMC11452377 · Scientific reports · 2024 · 8 claims · 7 setups

  Has reproduction · 73

  Intersecting sepsis-associated differentially expressed genes with a curated list of 332 lactylation genes yields 55 sepsis-related lactylation genes.

  peripheral overlapping geo pbmcs bulk kegg protein-protein

• Transcriptome analysis reveals differential splicing events in IPF lung tissue.

  PMID 24647608 · PMC3960165 · PloS one · 2014 · 8 claims · 6 setups

  Has reproduction · 81

  873 genes are differentially expressed in IPF lung tissue versus healthy controls at FDR<5%, with more up-regulated than down-regulated genes.

  lung discovery gene gse24206 sequencing rna-seq real-time

• Integrative analysis of RUNX1 downstream pathways and target genes.

  PMID 18671852 · PMC2529319 · BMC genomics · 2008 · 7 claims · 8 setups

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  Integrating gene expression profiles from three independent RUNX1 perturbation platforms (FPD-AML patient cell lines, RUNX1/CBFβ overexpression in HeLa cells, Runx1 knockout mouse embryos) identifies RUNX1-regulated genes and downstream pathways

  lymphoblastic hela runx1 aml cdna microarray affymetrix

• Onto-Tools: new additions and improvements in 2006.

  PMID 17584796 · PMC1933142 · Nucleic acids research · 2007 · 8 claims · 3 setups

  Full-text index only

  OE2GO enables functional profiling for organisms lacking public-domain annotations by allowing users to supply custom GO-format annotation files and OBO-format ontology files

  specified pathway functional example

• Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder.

  PMID 32825264 · PMC7563725 · Biomolecules · 2020 · 6 claims · 7 setups

  Has reproduction · 80

  Combining WGCNA-derived hub genes with a VAE-derived 10-dimensional representation as features for an SVM classifier achieves high accuracy (0.9692) and AUC (0.9981) for colorectal cancer prediction.

  colorectal combined differentially crc microarray differential weighted

• Gene Set Enrichment Analysis Reveals Individual Variability in Host Responses in Tuberculosis Patients.

  PMID 34421903 · PMC8375662 · Frontiers in immunology · 2021 · 8 claims · 8 setups

  Has reproduction · 71

  TB patients show substantial individual variability in the intensity of hallmark IFN responses, as well as in complement system, metabolic, and other pathway responses.

  blood cynomolgus external gene differential principal

• Requirements for Pseudomonas aeruginosa acute burn and chronic surgical wound infection.

  PMID 25057820 · PMC4109851 · PLoS genetics · 2014 · 8 claims · 8 setups

  Has reproduction · 78

  In vivo gene expression is generally not correlated with a gene's importance for fitness, with the exception of metabolic genes, for which differential expression is more predictive of fitness.

  aeruginosa differentially paired rna-seq tn-seq computational

• Elucidation of the molecular responses to waterlogging in Jatropha roots by transcriptome profiling.

  PMID 25520726 · PMC4251292 · Frontiers in plant science · 2014 · 8 claims · 8 setups

  Has reproduction · 93

  24 h of waterlogging significantly alters mRNA abundance of 1968 genes in Jatropha roots (931 up, 1037 down).

  jatropha geo bulk semi-quantitative quantitative

• Stem rust resistance in wheat is suppressed by a subunit of the mediator complex.

  PMID 32111840 · PMC7048732 · Nature communications · 2020 · 6 claims · 8 setups

  Has reproduction · 95

  SuSr-D1 encodes Med15b.D, a subunit of the conserved Mediator complex that regulates transcription of protein-coding genes.

  wheat cth chromosome ns1 stem adult-plant flow-sorted

• GAUGE-Annotated Microbial Transcriptomic Data Facilitate Parallel Mining and High-Throughput Reanalysis To Form Data-Driven Hypotheses.

  PMID 33758032 · PMC8547006 · mSystems · 2021 · 7 claims · 6 setups

  Has reproduction · 70

  GAUGE automatically annotates GEO microbial microarray and RNA-seq data sets, increasing the percentage amenable to analysis from 4% to 33%.

  aeruginosa cerevisiae gauge-annotated microarray rna-seq anova

• Interactome-transcriptome analysis reveals the high centrality of genes differentially expressed in lung cancer tissues.

  PMID 16188928 · PMC4631381 · Bioinformatics (Oxford, England) · 2005 · 7 claims · 4 setups

  Full-text index only

  Genes upregulated in squamous cell lung cancer are highly connected (well-connected) nodes in the protein interactome

  squamous ophid degs oligonucleotide interaction connectivity

• Identification of the transcriptional response of human intestinal mucosa to Lactobacillus plantarum WCFS1 in vivo.

  PMID 18681965 · PMC2519092 · BMC genomics · 2008 · 8 claims · 6 setups

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  1-h and 6-h intraduodenal exposure of human small intestinal mucosa to L. plantarum WCFS1 induces differential expression of 669 and 424 gene reporters, respectively.

  duodenal microarray combined whole-genome proteome real-time

• Ancient gene duplicates in Gossypium (cotton) exhibit near-complete expression divergence.

  PMID 24558256 · PMC3971588 · Genome biology and evolution · 2014 · 8 claims · 8 setups

  Has reproduction · 50

  Nearly all (99.4%) ancient paralog pairs in Gossypium raimondii are differentially expressed in at least one of three tissues (petal, leaf, seed), indicating massive, near-complete expression-level divergence.

  gossypium transcripts uq-normalized differentially comparative coding bulk

• FEM: mining biological meaning from cell level in single-cell RNA sequencing data.

  PMID 34909283 · PMC8641482 · PeerJ · 2021 · 7 claims · 5 setups

  Has reproduction · 75

  The FEM algorithm converts each cell's gene expression matrix (GEM) into a functional expression matrix by applying Fisher's exact test enrichment per cell and per gene set, then encoding adjusted p-values as information content.

  peripheral pancreas liver pbmc scrna-seq differential dimensionality

• 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

  Has reproduction · 83

  scPPIN integrates scRNA-seq-derived p-values with PPINs to detect maximum-weight connected subgraphs (active/functional modules) via an exact Steiner-tree approach

  liver hepatocyte detected adipose single-cell differential protein-protein

• A statistical framework for consolidating "sibling" probe sets for Affymetrix GeneChip data.

  PMID 18435860 · PMC2397416 · BMC genomics · 2008 · 7 claims · 4 setups

  Full-text index only

  A two-way ANOVA model with a treatment x probe-set interaction term can automatically determine whether sibling probe sets for a gene behave similarly (non-significant interaction, consolidate) or differently (significant interaction, treat as independent)

  retina thyroid spermatogonial differentially two-way paired anova-based

• Identification of a novel lncRNA prognostic signature and analysis of functional lncRNA AC115619.1 in hepatocellular carcinoma.

  PMID 37614318 · PMC10442647 · Frontiers in pharmacology · 2023 · 8 claims · 8 setups

  Has reproduction · 87

  A six-lncRNA prognostic signature (LINC02428, LINC02163, AC008549.1, AC115619.1, CASC9, LINC02362) predicts overall survival in HCC patients

  hcc tcga paired snu-449 lncrna sequencing univariate