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).

• Microarray analysis: genome-scale hypothesis scanning.

  PMID 14551912 · PMC212694 · PLoS biology · 2003 · 8 claims · 5 setups

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  Microarrays can be used to both test and generate hypotheses, not merely to fish for candidate genes.

  drosophila yeast diffuse breast microarray integrated gene

• 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

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  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

• Swarm intelligence based wavelet coefficient feature selection for mass spectral classification: an application to proteomics data.

  PMID 19733729 · PMC2748225 · Analytica chimica acta · 2009 · 8 claims · 4 setups

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  ACA-based wavelet coefficient feature selection can achieve up to 100% classification accuracy on training, validating, and independent testing sets using only 5 selected features.

  blood baseline-corrected 953-dimensional training seldi-tof wavelet ant

• Computational modeling demonstrates that glioblastoma cells can survive spatial environmental challenges through exploratory adaptation.

  PMID 31836713 · PMC6911112 · Nature communications · 2019 · 8 claims · 6 setups

  Has reproduction · 100

  Stochastic exploration of the gene-regulatory network structure confers enhanced adaptive capacity, enabling GBM cells to converge to new target phenotypes in novel environments.

  gbm glioma gbm-focused glioma-related transcriptomic differential gene-regulatory

• Constructing support vector machine ensembles for cancer classification based on proteomic profiling.

  PMID 16689692 · PMC5173238 · Genomics, proteomics & bioinformatics · 2005 · 7 claims · 4 setups

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  CSVME, built by selecting a subset of base SVMs via SVM-RFE ranking and fusing them with a trained upper-layer SVM, achieves better classification performance than an ensemble of all base SVMs.

  serum computational seldi-tof svm-rfe-based 10-fold

• Transcriptome profiling of radish (Raphanus sativus L.) root and identification of genes involved in response to Lead (Pb) stress with next generation sequencing.

  PMID 23840502 · PMC3688795 · PloS one · 2013 · 8 claims · 5 setups

  Has reproduction · 27

  A de novo radish root transcriptome of 68,940 assembled transcripts including 33,337 unigenes was generated, providing the first comprehensive molecular characterization of the radish root response to Pb stress.

  radish assembled rna-seq novo functional

• An integrated in silico-in vitro approach for identifying therapeutic targets against osteoarthritis.

  PMID 36352408 · PMC9648005 · BMC biology · 2022 · 7 claims · 5 setups

  Has reproduction · 84

  A signal transduction/gene regulatory network model of the articular chondrocyte was built combining knowledge-based curation and data-driven (machine learning) network inference

  osteoarthritic articular chondrocyte microarray computational high-throughput

• Adaptive history of single copy genes highly expressed in the term human placenta.

  PMID 18848617 · PMC2759754 · Genomics · 2009 · 8 claims · 6 setups

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  222 single copy eutherian genes are highly expressed (>=3x median) in the term human placenta

  term single same lists microarray comparative site

• Estimation of relevant variables on high-dimensional biological patterns using iterated weighted kernel functions.

  PMID 18509521 · PMC2396875 · PloS one · 2008 · 7 claims · 6 setups

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  wKIERA combines a weighted-kernel discriminant (kernel perceptron) with an iterative stochastic probability estimation-of-distribution algorithm to estimate a relevance distribution over variables

  serum colon glioblastoma synthetic seldi-tof gene computational

• CYCLONET--an integrated database on cell cycle regulation and carcinogenesis.

  PMID 17202170 · PMC1899094 · Nucleic acids research · 2007 · 7 claims · 4 setups

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  Cyclonet is a web-based integrated database combining 'omics' and chemoinformatics data on mammalian cell cycle regulation in normal and pathological (cancer) states, built on a systems biology approach.

  breast commercial vertebrate genes cdna activity computational

• Discovery and validation of molecular patterns and immune characteristics in the peripheral blood of ischemic stroke patients.

  PMID 38650649 · PMC11034498 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 83

  188 differentially expressed genes (DEGs) between IS and control blood samples were identified and enriched in immune-related biological pathways

  blood degs peripheral hub microarray kegg cibersort

• 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

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

  squamous ophid degs oligonucleotide interaction connectivity

• Microarray-based DNA methylation profiling: technology and applications.

  PMID 16428248 · PMC1345696 · Nucleic acids research · 2006 · 7 claims · 6 setups

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  A microarray-based method enriching unmethylated and methylated DNA fractions via methylation-sensitive restriction enzymes followed by hybridization enables high-throughput DNA methylation profiling of large genomic regions.

  genomic postmortem ligated custom cpg tiling

• Transcriptome and proteome expressions involved in insulin resistance in muscle and activated T-lymphocytes of patients with type 2 diabetes.

  PMID 18267303 · PMC5054231 · Genomics, proteomics & bioinformatics · 2007 · 8 claims · 8 setups

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  Gene expression of INSR, VDR, IDE, Akt, IRS-1, IRS-2, GLUT4, and glycolytic pathway enzymes is decreased at least 50% in T2DM muscle and activated T-cells versus non-diabetic controls

  activated skeletal muscle altered affymetrix quantitative sirna

• Genomic and proteomic profiling I: leiomyomas in African Americans and Caucasians.

  PMID 17716379 · PMC2063502 · Reproductive biology and endocrinology : RB&E · 2007 · 7 claims · 6 setups

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  268 genes (177 over-expressed, 91 under-expressed) are differentially expressed in leiomyomas of African Americans compared to Caucasians (P<0.01, 2-fold cutoff)

  paired same excised paraffin-embedded microarray realtime 2d-page

• 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

• Biomarkers of lupus nephritis determined by serial urine proteomics.

  PMID 18596723 · PMC2614389 · Kidney international · 2008 · 7 claims · 6 setups

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  SELDI-TOF-MS screening of the LMW urine proteome identifies protein ions that are differentially expressed across phases of the lupus nephritis flare cycle (baseline, pre-flare, flare, post-flare)

  low-molecular-weight lmw urine kidney seldi-tof-ms on-chip capillary

• Transcriptional and proteomic profiling in a cellular model of DYT1 dystonia.

  PMID 19665049 · PMC2774817 · Neuroscience · 2009 · 8 claims · 7 setups

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  Accumulation of mutant torsinA(ΔE) in the nuclear envelope is not sufficient to cause transcriptional dysregulation

  pc6-3 hek293 microarray 2-dige mass

• Development of proteomic patterns for detecting lung cancer.

  PMID 14757945 · PMC3851077 · Disease markers · 2003 · 8 claims · 3 setups

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  A decision tree classification algorithm built on three serum protein mass peaks (8122Da, 1452Da, 1610Da) can discriminate lung cancer patients from healthy controls

  serum pooled seldi-tof-ms decision reproducibility

• Sex genes for genomic analysis in human brain: internal controls for comparison of probe level data extraction.

  PMID 12962547 · PMC212256 · BMC bioinformatics · 2003 · 8 claims · 3 setups

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  RMA-generated gene expression values are markedly less variable and more reliable than MAS5.0- and MBEI-derived values

  postmortem oligonucleotide real-time quality