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).

• Distinct lncRNA transcriptional fingerprints characterize progressive stages of multiple myeloma.

  PMID 26895470 · PMC4924754 · Oncotarget · 2016 · 8 claims · 8 setups

  Has reproduction · 36

  160 lncRNAs are differentially expressed between normal plasma cells and MGUS, SMM, MM, or PCL patients, with 31 lncRNAs shared across at least three comparisons

  bone gene plasma normal microarray custom unsupervised

• Predicting Bone Metastasis Using Gene Expression-Based Machine Learning Models.

  PMID 34858485 · PMC8631472 · Frontiers in genetics · 2021 · 8 claims · 5 setups

  Has reproduction · 62

  A DNN model built on 34 top-ranked hub genes achieves the highest prediction accuracy (AUC 92.11%) for distinguishing primary from bone-metastasized tumors

  breast degs geo tcga microarray protein-protein machine

• Genomic approaches to identifying transcriptional regulators of osteoblast differentiation.

  PMID 12844353 · PMC193624 · Genome biology · 2003 · 8 claims · 4 setups

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  Runx2/Cbfa1 and Osterix (Osx) are master controllers of the osteoblastic lineage; loss of either results in complete absence of a mineralized skeleton.

  bone-marrow-derived calvaria osteoblasts uncommitted microarray

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

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

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  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

• 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

  Assembled the largest reference blood gene expression profiling (GEP) dataset for AML to date: 12,029 samples from 105 studies across three platforms.

  peripheral datasets hg-u133 disjoint bulk machine deep

• Artificial intelligence-guided discovery of gastric cancer continuum.

  PMID 36692601 · PMC9871434 · Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association · 2023 · 8 claims · 8 setups

  Has reproduction · 71

  A Boolean implication network built from GSE66229 yields a GC-BoNE gene signature (Boolean paths C#11-2-4-14 and C#7-13-14) that classifies tumor vs normal/adjacent-normal gastric samples

  gastric independent models prospective microarray transcriptomics

• An integrative genomic and epigenomic approach for the study of transcriptional regulation.

  PMID 18365023 · PMC2266992 · PloS one · 2008 · 8 claims · 7 setups

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  Integrative analysis combining gene expression, DNA methylation, and H3K9 acetylation data reveals hundreds of additional differentially expressed genes missed by gene expression arrays alone

  aml computational help chip-chip gene

• Multiomics combined drugs to explore the potential mechanism and treatment of ankylosing spondylitis.

  PMID 41673882 · PMC13047816 · Journal of orthopaedic surgery and research · 2026 · 8 claims · 8 setups

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  Effector CD8+ memory T (Tem) cells are significantly elevated in AS patients compared to healthy controls

  bone peripheral effector interspinous single-cell cibersortx cell-cell

• An NMF-Based Methodology for Selecting Biomarkers in the Landscape of Genes of Heterogeneous Cancer-Associated Fibroblast Populations.

  PMID 32425511 · PMC7218276 · Bioinformatics and biology insights · 2020 · 8 claims · 6 setups

  Has reproduction · 84

  An integrated methodology combining nonnegative matrix factorization (NMF), the WebGestalt functional enrichment tool, and an ad hoc gene extraction procedure automatically identifies informative gene subsets from microarray data matrices that differ in number of genes (rows) and patients (columns)

  caf bone extracted microarray functional

• T1DBase, a community web-based resource for type 1 diabetes research.

  PMID 15608258 · PMC540049 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  T1DBase is an integrated, open-access web resource that unifies genetic, genomic, and biological data to support type 1 diabetes (T1D) research

  pancreatic t1d tissues nod microarray genetic est-based

• A ChIP-exo screen of 887 Protein Capture Reagents Program transcription factor antibodies in human cells.

  PMID 34426512 · PMC8415381 · Genome research · 2021 · 8 claims · 8 setups

  Has reproduction · 57

  About 5% of tested PCRP antibodies showed high-confidence cognate-target enrichment in at least one assay and are strong candidates for further validation.

  k562 hct116 subset chip-exo chip-seq western

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

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

  Has reproduction · 59

  Key genes AR, AKT1, UBC, CDH1, SMAD3, ROR1, and ROR2 are associated with chemotherapy resistance and poor prognosis in metastatic breast cancer

  breast tcga-brca geo gse40622 gene pan-cancer differential

• Genomics in space life sciences.

  PMID 18558380 · PMC5054090 · Genomics, proteomics & bioinformatics · 2008 · 8 claims · 6 setups

  Full-text index only

  Sudden changes in gravity alter mRNA levels of various genes, indicating molecular-level effects of microgravity

  keratinocyte wi-38 candida rice microarray suppression pathogenicity

• Recurring mutations found by sequencing an acute myeloid leukemia genome.

  PMID 19657110 · PMC3201812 · The New England journal of medicine · 2009 · 8 claims · 8 setups

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  Deep paired tumor/normal whole-genome sequencing of a cytogenetically normal AML-M1 genome identified 12 somatic coding (tier 1) mutations and 52 somatic tier 2 (conserved/regulatory) mutations.

  aml-m1 tumor bone additional whole-genome snp gene-expression

• Gene expression levels assessed by oligonucleotide microarray analysis and quantitative real-time RT-PCR -- how well do they correlate?

  PMID 15854232 · PMC1142514 · BMC genomics · 2005 · 8 claims · 2 setups

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  Correlations between qRT-PCR and microarray data are generally strong, especially when identical transcripts are targeted by both methods (r = 0.89 for fold-change).

  pediatric same oligonucleotide quantitative

• Are gene expression microarray analyses reliable? A review of studies of retinoic acid responsive genes.

  PMID 15626329 · PMC5171945 · Genomics, proteomics & bioinformatics · 2003 · 6 claims · 8 setups

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  Published microarray studies aiming to identify RA-responsive genes show substantial, often contradictory, differences in results across research groups.

  nb4 tf1 tracheobronchial moser affymetrix cdna microarray

• The molecular characterization and clinical management of multiple myeloma in the post-genome era.

  PMID 19657360 · PMC3686133 · Leukemia · 2009 · 8 claims · 8 setups

  Full-text index only

  GEP identifies distinct molecular subgroups of MM associated with differing clinical features and survival outcomes

  myeloma cd138-immunomagnetically plasma bone-marrow filter-based gene-expression targeted

• Integrating transcriptomic datasets across neurological disease identifies unique myeloid subpopulations driving disease-specific signatures.

  PMID 36527260 · PMC10952672 · Glia · 2023 · 6 claims · 3 setups

  Has reproduction · 26

  The bulk microglial and monocyte transcriptomic program is highly contingent on the disease environment, challenging the notion of a universal microglial disease signature

  acutely microglia c57bl meta-analysis integration spectral

• Aberration in DNA methylation in B-cell lymphomas has a complex origin and increases with disease severity.

  PMID 23326238 · PMC3542081 · PLoS genetics · 2013 · 8 claims · 8 setups

  Has reproduction · 49

  B-cell non-Hodgkin lymphomas display striking intra-tumor (intra-sample) and inter-patient (inter-sample) cytosine methylation heterogeneity that increases progressively with disease aggressiveness (NBC<NGC<FL<GCB<ABC).

  dlbcl normal same lymphoma help errbs massarray

• The impact of microRNAs on protein output.

  PMID 18668037 · PMC2745094 · Nature · 2008 · 8 claims · 8 setups

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  MicroRNA targeting for protein repression occurs primarily through seed-matched sites (6mer, 7mer-A1, 7mer-m8, 8mer) located in favourable predicted contexts within 3′ UTRs

  hela neutrophils bone mir-223 quantitative blot microarray