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).

• Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection.

  PMID 31533612 · PMC6751684 · BMC bioinformatics · 2019 · 7 claims · 8 setups

  Has reproduction · 69

  An ensemble feature selection method based on classifier consensus identifies a robust 100-miRNA signature from TCGA data.

  tcga geo 100-mirna mirna feature bibliographic

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Data-driven, high-dimensional ML approaches that learn multivariate signatures directly from genome-wide transcriptomic data (no prior gene selection) yield accurate and robust AML classifiers.

  peripheral pbmc datasets hg-u133 gene bulk machine

• An OMICs-based meta-analysis to support infection state stratification.

  PMID 33560295 · PMC8388022 · Bioinformatics (Oxford, England) · 2021 · 7 claims · 6 setups

  Has reproduction · 44

  Multi-class machine learning models built from cross-platform microarray meta-analysis can distinguish bacterial, viral and no-infection states with high accuracy (best model: 93% bacterial, 89% viral correct).

  blood merged affymetrix-optimized gene feature out-of-sample

• Genomic expression during human myelopoiesis.

  PMID 17683550 · PMC2045681 · BMC genomics · 2007 · 8 claims · 5 setups

  Full-text index only

  An integrated myelopoiesis expression dataset of 9,425 genes, each mapped to a unique genomic position, was generated from 24 microarray experiments across 8 myeloid cell types.

  myeloid same cd34+ gene microarray unsupervised sam

• A distinct epigenetic signature at targets of a leukemia protein.

  PMID 17266773 · PMC1796549 · BMC genomics · 2007 · 7 claims · 7 setups

  Full-text index only

  Combining gene expression microarray analysis with bioinformatic search for AML1-consensus sequences identifies direct AML1 targets that expression analysis alone cannot resolve

  32d sequence gene bioinformatic real-time

• Mutation of ERBB2 provides a novel alternative mechanism for the ubiquitous activation of RAS-MAPK in ovarian serous low malignant potential tumors.

  PMID 19010816 · PMC6953412 · Molecular cancer research : MCR · 2008 · 8 claims · 8 setups

  Full-text index only

  Activating RAS-MAPK pathway mutations are present in >70% of serous LMP tumors versus ~12.5% of serous ovarian carcinomas

  serous same lmp braf-mutant gene hotspot erbb2

• 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

• A Decentralized Kidney Transplant Biopsy Classifier for Transplant Rejection Developed Using Genes of the Banff-Human Organ Transplant Panel.

  PMID 35619722 · PMC9128066 · Frontiers in immunology · 2022 · 6 claims · 6 setups

  Has reproduction · 90

  A random forest model trained solely on B-HOT panel genes (B-HOT Model) accurately classifies kidney transplant biopsies as NR, ABMR, or TCMR.

  kidney gene combined microarray machine sequential

• New center a stroke of gene-ius.

  PMID 11171539 · PMC1242068 · Environmental health perspectives · 2001 · 8 claims · 4 setups

  Full-text index only

  Exposure to alkylating agents evokes at least three-fold expression changes in about one-third of the yeast genome (~2,000 genes), far beyond DNA repair genes alone

  yeast genomic microarray northern custom

• Functional analysis of human hematopoietic stem cell gene expression using zebrafish.

  PMID 16089502 · PMC1166352 · PLoS biology · 2005 · 8 claims · 8 setups

  Full-text index only

  277 unique transcripts are differentially expressed between Rho lo and Rho hi HSC-enriched/depleted populations, conserved across both umbilical cord blood and bone marrow

  umbilical ucb zebrafish microarray fluorescence-activated quantitative

• Filling gaps in PPAR-alpha signaling through comparative nutrigenomics analysis.

  PMID 20003344 · PMC2801700 · BMC genomics · 2009 · 7 claims · 8 setups

  Full-text index only

  Meta-analysis of 16 microarray datasets across human, mouse, rat and yeast identifies 164 genes (MDEGs) consistently differentially expressed in response to high fat diet or PPAR signaling perturbation.

  liver saccharomyces mdeg independent microarray transcription chromosomal

• Assessing individual differences in genome-wide gene expression in human whole blood: reliability over four hours and stability over 10 months.

  PMID 19653838 · PMC3819565 · Twin research and human genetics : the official journal of the International Society for Twin Studies · 2009 · 8 claims · 5 setups

  Full-text index only

  A subset of probesets (3,414) shows 4-hour test-retest reliability exceeding r=0.70 for detecting individual differences in gene expression.

  blood edta reliably genome-wide twin sub-type

• Manually curated transcriptomics data collection for toxicogenomic assessment of engineered nanomaterials.

  PMID 33558569 · PMC7870661 · Scientific data · 2021 · 7 claims · 7 setups

  Has reproduction · 94

  A unified collection of 101 manually curated and homogenized transcriptomics datasets covering human, mouse, and rat ENM exposures in vitro and in vivo was compiled.

  engineered geo gene rna-seq enm

• Comprehensive Analysis of Cell Population Dynamics and Related Core Genes During Vitiligo Development.

  PMID 33679890 · PMC7933673 · Frontiers in genetics · 2021 · 8 claims · 7 setups

  Has reproduction · 67

  Immune cell infiltration and abnormal gene expression are closely related to vitiligo pathogenesis

  skin peripheral vitiligo deg gene immune coexpression

• Identification of genes associated with multiple cancers via integrative analysis.

  PMID 19919702 · PMC2785840 · BMC genomics · 2009 · 8 claims · 8 setups

  Full-text index only

  Mc.TGD (Multi-cancer Threshold Gradient Descent) is the first regularized approach to conduct two-dimensional selection of genes with joint effects on cancer development across multiple cancers.

  breast kidney liver lung gene wilcoxon

• Increasing the number of thyroid lesions classes in microarray analysis improves the relevance of diagnostic markers.

  PMID 19893615 · PMC2764086 · PloS one · 2009 · 8 claims · 8 setups

  Full-text index only

  Simultaneous analysis of 347 thyroid samples across 12 histological classes from six datasets improves definition of diagnostic markers compared to prior binary-class studies

  thyroid microarray gene real-time

• 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

• Host-pathogen studies in the post-genomic era.

  PMID 11178231 · PMC138846 · Genome biology · 2000 · 7 claims · 7 setups

  Full-text index only

  DNA arrays have been used to study host and/or pathogen gene expression for four viruses (HCMV, HHV8, HIV-1, HPV31) and two bacteria (Listeria monocytogenes, Salmonella)

  foreskin b-cell t-cell normal pathogen host

• The UCSC Genome Browser Database: 2008 update.

  PMID 18086701 · PMC2238835 · Nucleic acids research · 2008 · 8 claims · 8 setups

  Full-text index only

  The UCSC Genome Browser Database (GBD) provides integrated sequence and annotation data for a large collection of vertebrate and model organism genomes.

  zebrafish yale vertebrate non-human sage expression snp

• Curation of over 10 000 transcriptomic studies to enable data reuse.

  PMID 33599246 · PMC7904053 · Database : the journal of biological databases and curation · 2021 · 8 claims · 6 setups

  Has reproduction · 80

  Gemma is a curated database and bioinformatics system that addresses metadata, probe annotation, and expression data inconsistencies in GEO to enable transcriptomic data reuse

  microarray curated geo microarray rna-sequencing probe-to-gene