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).

• Improvements to cardiovascular gene ontology.

  PMID 19046747 · PMC2706316 · Atherosclerosis · 2009 · 8 claims · 8 setups

  Full-text index only

  Gene Ontology (GO) provides a controlled vocabulary that links current functional knowledge of genes to high-throughput genomic and proteomic datasets, aiding data interpretation.

  coronary phospholamban mammalian lines gene expression large-scale

• SGCP: a spectral self-learning method for clustering genes in co-expression networks.

  PMID 38956463 · PMC11221046 · BMC bioinformatics · 2024 · 7 claims · 4 setups

  Has reproduction · 51

  SGCP, a spectral self-learning method, yields gene co-expression modules with higher GO enrichment than WGCNA, CoExpNets, and CEMiTool across 12 real gene expression datasets.

  real microarray rna-seq same gene dna-microarray rna-sequencing

• Functional annotation and identification of candidate disease genes by computational analysis of normal tissue gene expression data.

  PMID 18560577 · PMC2409962 · PloS one · 2008 · 7 claims · 5 setups

  Full-text index only

  Ranked Coexpression Groups (RCG) built from k=6 nearest coexpressed genes, combined with a majority-rule functional characterization, integrate multiple datasets/coexpression measures to generate high-confidence functional annotation predictions

  normal genome-wide same omim microarray sage computational

• Genetic parallels in biomineralization of the calcareous sponge Sycon ciliatum and stony corals.

  PMID 40922549 · PMC12419799 · eLife · 2025 · 8 claims · 8 setups

  Has reproduction · 50

  829 genes are overexpressed in the oscular region of increased calcite spicule formation in S. ciliatum

  sycon ciliatum sponges differential go-term genome

• Gene- and evidence-based candidate gene selection for schizophrenia and gene feature analysis.

  PMID 19944577 · PMC2826526 · Artificial intelligence in medicine · 2010 · 8 claims · 5 setups

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  The SCOR method outperforms the CCOR method for prioritizing schizophrenia candidate genes

  schizophrenia genes ranked gene-based gene expression

• Betacoronavirus-specific alternate splicing.

  PMID 35074468 · PMC8782732 · Genomics · 2022 · 8 claims · 8 setups

  Has reproduction · 100

  Genes showing differential alternative splicing in SARS-CoV-2 have a similar functional profile to those in SARS-CoV and MERS, affecting a diverse set of genes and biological functions related to virus biology.

  mrc5 calu-3 nasopharyngeal sars-cov-2-infected bulk clinical term

• Molecular Classification Models for Triple Negative Breast Cancer Subtype Using Machine Learning.

  PMID 34575658 · PMC8472680 · Journal of personalized medicine · 2021 · 6 claims · 4 setups

  Has reproduction · 86

  A training gene set of 719 unique upregulated DEGs (subtype-specific) can be used to build ML models that classify TNBC into BLIA, BLIS, MES, and LAR subtypes.

  known tnbc unique unknown gene machine term

• Independent component analysis reveals new and biologically significant structures in micro array data.

  PMID 16762055 · PMC1557674 · BMC bioinformatics · 2006 · 7 claims · 8 setups

  Full-text index only

  ICA applied to three microarray datasets reveals many biologically significant components, including low-ranking ones not obvious by rank alone

  acute serum-stimulated head aml microarray clust term

• 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 · 6 setups

  Has reproduction · 94

  EiaD is a reproducible, versioned pan-eye and body RNA-seq transcriptome dataset built from 916 eye and 1375 GTEx samples via a Snakemake pipeline output as a single SQLite database.

  eye-related body eiad fetal bulk differential term

• Inferring combinatorial regulation of transcription in silico.

  PMID 15647509 · PMC546154 · Nucleic acids research · 2005 · 8 claims · 5 setups

  Full-text index only

  Combining Cluster-Buster (TFBS cluster prediction) with GOSSIP (rigorous GO enrichment statistics with multiple-testing/FDR correction) predicts biological functions controlled by combinatorial transcription factor action, without prior knowledge of factor targets

  upstream monocytes same tfbs microarray permutation

• 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

• Computational disease gene identification: a concert of methods prioritizes type 2 diabetes and obesity candidate genes.

  PMID 16757574 · PMC1475747 · Nucleic acids research · 2006 · 6 claims · 8 setups

  Full-text index only

  Applying seven independent computational disease-gene prioritization methods in concert to 9556 positional candidate genes identifies a prioritized set of likely T2D and obesity candidate genes

  pubmed genes same randomly geneseeker evoc disease

• Polyploidy and the petal transcriptome of Gossypium.

  PMID 24393201 · PMC3890615 · BMC plant biology · 2014 · 8 claims · 8 setups

  Has reproduction · 51

  Most homoeologous gene pairs in polyploid cotton petals are expressed at equal levels, indicating a surprising level of expression homeostasis; only ~20% of expressed genes show significant genome bias.

  petal rna-seq commonly polyploid rna-seq read universal

• 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

• 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

• Transcriptome assembly, profiling and differential gene expression analysis of the halophyte Suaeda fruticosa provides insights into salt tolerance.

  PMID 25943316 · PMC4422317 · BMC genomics · 2015 · 7 claims · 6 setups

  Has reproduction · 73

  De novo assembly of the S. fruticosa transcriptome (Velvet/Oases k-45, CDHIT-EST) produced 54,526 high-quality unigenes with N50 of 957 bp

  suaeda rna-seq novo blastx

• Mapping the Development of Human Spermatogenesis Using Transcriptomics-Based Data: A Scoping Review.

  PMID 39000031 · PMC11241379 · International journal of molecular sciences · 2024 · 8 claims · 8 setups

  Has reproduction

  scRNA-seq of human testis reveals major transcriptional modifications occurring around 11 years of age, marking a transition toward the adult cellular state

  fetal neonatal prepubertal peripubertal scrna-seq

• Single-cell transcriptomics identifies Keap1-Nrf2 regulated collective invasion in a Drosophila tumor model.

  PMID 36321803 · PMC9708074 · eLife · 2022 · 7 claims · 5 setups

  Has reproduction · 72

  Follicle cell-specific Lgl knockdown (Lgl-KD) causes loss of apical-basal polarity and invasive multilayering of the follicular epithelium without long-distance metastasis

  drosophila single-cell bulk immunofluorescence

• Single-nucleus mRNA-sequencing reveals dynamics of lipogenic and thermogenic adipocyte populations in murine brown adipose tissue in response to cold exposure.

  PMID 40945691 · PMC12506565 · Molecular metabolism · 2025 · 8 claims · 8 setups

  Has reproduction · 93

  snRNA-seq of murine BAT identifies seven distinct brown adipocyte subtypes with distinct metabolic profiles, part of a 21-cell-type atlas.

  interscapular ibat bat single-nucleus qpcr western

• Genomic Correlates of Virulence Attenuation in the Deadly Amphibian Chytrid Fungus, Batrachochytrium dendrobatidis.

  PMID 26333840 · PMC4632049 · G3 (Bethesda, Md.) · 2015 · 8 claims · 8 setups

  Has reproduction · 58

  Virulence attenuation in the longer-passaged Bd isolate (JEL427-P39) is associated with loss of chromosome copy number relative to the shorter-passaged, more virulent isolate (JEL427-P9)

  strain jel427-p9 genes whole-genome snp indel