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).

• Clustering and machine learning-based integration identify cancer associated fibroblasts genes' signature in head and neck squamous cell carcinoma.

  PMID 37065499 · PMC10098459 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 63

  Clustering of 31 CAFs genes across 868 HNSCC samples identifies two distinct molecular patterns (C1, C2) with different survival outcomes

  hnscc combined gse164690 tcga-hnsc ssgsea unsupervised immune

• 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

• ECgene: genome annotation for alternative splicing.

  PMID 15608289 · PMC540072 · Nucleic acids research · 2005 · 8 claims · 5 setups

  Full-text index only

  ECgene combines genome-based EST clustering with a graph-theoretic transcript assembly procedure to predict gene models including alternative splicing events.

  brca2 rgs17 organs cdna genomic genome transcript

• Glioblastoma subclasses can be defined by activity among signal transduction pathways and associated genomic alterations.

  PMID 19915670 · PMC2771920 · PloS one · 2009 · 8 claims · 6 setups

  Full-text index only

  Proteomic analysis of glioma samples reveals three signaling subclasses of GBM associated with predominant EGFR activation, PDGFR activation, or loss of NF1

  surgical standardized glioma gbm western principal k-means

• Comprehensive analysis of a novel RNA modifications-related model in the prognostic characterization, immune landscape and drug therapy of bladder cancer.

  PMID 37124622 · PMC10131083 · Frontiers in genetics · 2023 · 7 claims · 8 setups

  Has reproduction · 71

  Two distinct RNA modification patterns exist among BCa samples with radically different clinical outcomes and biological characteristics.

  bca meta-geo tcga-blca tcga bulk rna-seq somatic

• ScLRTC: imputation for single-cell RNA-seq data via low-rank tensor completion.

  PMID 34844559 · PMC8628418 · BMC genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  scLRTC imputes dropout entries closest to the original expression values on simulated datasets, outperforming other state-of-the-art methods by SSE and PCC.

  usoskin pollen zeisel yan scrna-seq umap masking

• Identification and functional analyses of 11,769 full-length human cDNAs focused on alternative splicing.

  PMID 19880432 · PMC2780955 · DNA research : an international journal for rapid publication of reports on genes and genomes · 2009 · 8 claims · 5 setups

  Full-text index only

  Identified 23,241 human genes transcribed into protein-coding mRNAs using full-length cDNA and 5'-EST sequence data

  tissues genome full-length genes full-length genome orf

• An open RNA-Seq data analysis pipeline tutorial with an example of reprocessing data from a recent Zika virus study.

  PMID 27583132 · PMC4972086 · F1000Research · 2016 · 6 claims · 6 setups

  Has reproduction · 74

  An open-source, reproducible RNA-seq pipeline delivered as an IPython notebook and Docker image can process raw RNA-seq data into interactive PCA/HC plots, enrichment results, and small-molecule predictions with minimal setup overhead

  ipsc-derived same top differentially bulk principal hierarchical

• 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

• Systematic assessment of pathway databases, based on a diverse collection of user-submitted experiments.

  PMID 36088548 · PMC9487593 · Briefings in bioinformatics · 2022 · 8 claims · 6 setups

  Has reproduction · 94

  Well-established, hierarchically organized pathway annotation systems (e.g. GO, Reactome, KEGG) yield the best overall enrichment performance despite covering much of the human genome only in general terms.

  user-submitted string pubmed protein-coding gene hierarchical text-mining

• DBD--taxonomically broad transcription factor predictions: new content and functionality.

  PMID 18073188 · PMC2238844 · Nucleic acids research · 2008 · 8 claims · 3 setups

  Full-text index only

  DBD is a database of predicted sequence-specific DNA-binding transcription factors covering over 700 publicly available proteomes, up from 150 in the initial version.

  proteomes eukaryotic genomes hmm-based comparative heatmap

• CCL8 as a promising prognostic factor in diffuse large B-cell lymphoma via M2 macrophage interactions: A bioinformatic analysis of the tumor microenvironment.

  PMID 36072582 · PMC9441746 · Frontiers in immunology · 2022 · 7 claims · 4 setups

  Has reproduction · 81

  CCL8 is a promising independent prognostic factor in DLBCL associated with M2 macrophage interactions

  dlbcl ffpe paraffin-embedded bulk quantitative immunofluorescent

• A comprehensive framework for analysis of microRNA sequencing data in metastatic colorectal cancer.

  PMID 35047825 · PMC8759566 · NAR cancer · 2022 · 7 claims · 7 setups

  Has reproduction · 100

  Five miRNAs (Mir-210_3p, Mir-191_5p, Mir-8-P1b_3p [miR-141-3p], Mir-1307_5p, Mir-155_5p) are up-regulated at multiple metastatic sites in colorectal cancer.

  pcrc mli mirna-seq mirna mirna qpcr differential

• Comprehensive comparison of gene expression diversity among a variety of human stem cells.

  PMID 36458020 · PMC9706419 · NAR genomics and bioinformatics · 2022 · 6 claims · 7 setups

  Has reproduction · 71

  iPSC gene expression is more strongly influenced by tissue origin than other stem cell types, whereas ESCs and somatic stem cells (MSCs, HSCs) are more strongly impacted by culture condition.

  undifferentiated stem batch-corrected bulk microarray batch

• Improving the annotation of the cattle genome by annotating transcription start sites in a diverse set of tissues and populations using Cap Analysis Gene Expression sequencing.

  PMID 37216666 · PMC10411599 · G3 (Bethesda, Md.) · 2023 · 7 claims · 8 setups

  Has reproduction · 86

  CAGE sequencing of 24 tissues from 3 cattle populations (dairy, beef-dairy cross, Kinsella composite) defines TSS and coexpressed short-range enhancers in the ARS-UCD1.2 reference genome

  tissues predicted tss-enhancer cattle cage extraction coexpression

• Genome-wide microRNA profiling in human fetal nervous tissues by oligonucleotide microarray.

  PMID 16983573 · PMC1705512 · Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2006 · 8 claims · 5 setups

  Full-text index only

  72-83% of assayed miRNAs are expressed across human fetal organs, with G24w cerebrum showing the most miRNAs expressed

  fetal same microarray oligonucleotide northern microarray

• Comparative metagenomics revealed commonly enriched gene sets in human gut microbiomes.

  PMID 17916580 · PMC2533590 · DNA research : an international journal for rapid publication of reports on genes and genomes · 2007 · 7 claims · 7 setups

  Full-text index only

  Adult and weaned-children gut microbiota show high functional (gene-content) uniformity despite taxonomic differences, while unweaned infant microbiota show high inter-individual variation in both taxonomic and gene composition.

  fecal assembled predicted gut whole-genome gene reciprocal

• Motif discovery in promoters of genes co-localized and co-expressed during myeloid cells differentiation.

  PMID 19059999 · PMC2632922 · Nucleic acids research · 2009 · 6 claims · 8 setups

  Full-text index only

  A novel multi-step computational method (built on approximate pattern enumeration, binomial over-representation scoring with FDR correction, and k-medoids clustering) can identify over-represented motifs in a selected set of promoters relative to a background promoter set.

  myeloid reference selected genome-localized microarray promoter k-medoids

• Antibody protein array analysis of the tear film cytokines.

  PMID 18677223 · PMC3786218 · Optometry and vision science : official publication of the American Academy of Optometry · 2008 · 7 claims · 4 setups

  Full-text index only

  Tear fluid contains factors with affinity for plastic, capture antibodies, and IgG that create matrix effects profoundly impacting dot ELISA/array reliability

  tear normalized antibody 12-plex two-step

• Deep learning based protocol to construct an immune-related gene network of host-pathogen interactions in plants.

  PMID 36525344 · PMC9791427 · STAR protocols · 2023 · 6 claims · 6 setups

  Has reproduction · 96

  A deep-learning protocol (DLNet) ranks genes by their contribution to classifying treatment versus control expression data, identifying genes involved in host defense against pathogens.

  oryza rice merged top-ranked affymetrix microarray batch