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).

• 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

• Smart spatial omics (S2-omics) optimizes region of interest selection to capture molecular heterogeneity in diverse tissues.

  PMID 41298871 · PMC12662399 · Nature cell biology · 2025 · 7 claims · 6 setups

  Has reproduction · 100

  S2-omics is an end-to-end workflow that automatically selects ROIs from H&E histology images to maximize molecular information content for spatial omics profiling.

  gastric colorectal additional breast xenium visium histology

• No association of factor XIII Val34Leu polymorphism with primary intracerebral hemorrhage and healthy controls in Korean population.

  PMID 11961312 · PMC3054847 · Journal of Korean medical science · 2002 · 5 claims · 4 setups

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  FXIII Val34Leu polymorphism is absent or rare in both PICH patients and healthy controls among Koreans

  genomic pcr randomly pich pcr single-stranded direct

• Cell clusters overlying focally disrupted mammary myoepithelial cell layers and adjacent cells within the same duct display different immunohistochemical and genetic features: implications for tumor progression and invasion.

  PMID 14580259 · PMC314413 · Breast cancer research : BCR · 2003 · 7 claims · 4 setups

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  ER-negative cell clusters are far more likely than ER-positive clusters to overlie disrupted myoepithelial cell layers, both at the case level and the individual-disruption level

  paraffin selected microdissected double immunohistochemistry loss

• New and old complex recombinant HIV-1 strains among patients with primary infection in 1996-2006 in France: the French ANRS CO06 primo cohort study.

  PMID 18673538 · PMC2553414 · Retrovirology · 2008 · 7 claims · 5 setups

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  04FR-KZS clusters with two previously described DRC viruses and represents CRF27_cpx, a complex recombinant involving A/E/G/H/J/K/U subtypes.

  pbmcs v3-v5 full-length undetermined v3-v5 full-length phylogenetic

• DNA sequence variants in the LOXL1 gene are associated with pseudoexfoliation glaucoma in a U.S. clinic-based population with broad ethnic diversity.

  PMID 18254956 · PMC2270804 · BMC medical genetics · 2008 · 8 claims · 5 setups

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  Three LOXL1 SNPs previously associated with pseudoexfoliation in Nordic populations are significantly associated with pseudoexfoliation syndrome and pseudoexfoliation glaucoma in a U.S. ethnically diverse population

  patients randomly cohort pxf taqman direct full-gene

• Detection of venous thromboembolism by proteomic serum biomarkers.

  PMID 17579716 · PMC1891085 · PloS one · 2007 · 5 claims · 8 setups

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  A neural network-based classifier built from direct MALDI-TOF MS serum protein expression profiles can diagnose VTE with sensitivity/specificity that exceeds D-dimer assays

  serum anova-selected citrated depleted direct artificial d-dimer

• 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

• Indirect genomic effects on survival from gene expression data.

  PMID 18358079 · PMC2397510 · Genome biology · 2008 · 7 claims · 6 setups

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  A novel methodology (dynamic path analysis combined with additive hazard survival regression) can detect and quantify indirect effects of gene expression on survival mediated through transcription factor target genes.

  dutch uppsala dlbcl gene gene literature permutation

• On the analysis of glycomics mass spectrometry data via the regularized area under the ROC curve.

  PMID 18076765 · PMC2211327 · BMC bioinformatics · 2007 · 8 claims · 4 setups

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  The TGDR-AUC algorithm regularizes the empirical AUC by replacing the non-differentiable 0-1 loss with a smooth sigmoid surrogate function and applies constrained threshold gradient descent regularization

  simulated serum preprocessed simulation mass high-resolution

• Nutrigenetic association of the 5-lipoxygenase gene with myocardial infarction.

  PMID 18842779 · PMC3014055 · The American journal of clinical nutrition · 2008 · 8 claims · 4 setups

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  A significant gene x diet interaction exists between 5-LO promoter short alleles (3,4 repeats) and dietary AA intake in determining MI risk

  costa buffy genetic real-time allele-specific

• Lymphocytes from patients with type 1 diabetes display a distinct profile of chromatin histone H3 lysine 9 dimethylation: an epigenetic study in diabetes.

  PMID 18776137 · PMC2584123 · Diabetes · 2008 · 6 claims · 7 setups

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  Lymphocytes (but not monocytes) from type 1 diabetic patients show a distinct subset of genes with significantly increased H3K9me2 compared with healthy controls.

  blood pooled gene chip-chip conventional quantitative

• A comparison of classification methods for predicting Chronic Fatigue Syndrome based on genetic data.

  PMID 19772600 · PMC2765429 · Journal of translational medicine · 2009 · 7 claims · 3 setups

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  The naive Bayes model with the wrapper-based feature selection approach performed best among all predictive models tested for distinguishing CFS from controls.

  subjects naive svm c4.5

• Ovarian cancer has frequent loss of heterozygosity at chromosome 12p12.3-13.1 (region of TEL and Kip1 loci) and chromosome 12q23-ter: evidence for two new tumour-suppressor genes.

  PMID 9155043 · PMC2228239 · British journal of cancer · 1997 · 8 claims · 4 setups

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  Two commonly deleted regions on chromosome 12 were identified in ovarian cancer: 12p12.3-13.1 (6/23 samples) and 12q23-ter (7/23 samples)

  ovarian loh pcr-sscp multiplex

• Tissue plasminogen activator and plasminogen activator inhibitor type 1 gene polymorphism in patients with gastric ulcer complicated with bleeding.

  PMID 12589088 · PMC3054991 · Journal of Korean medical science · 2003 · 6 claims · 5 setups

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  The t-PA I/D or D/D genotype is significantly associated with duodenal (vs gastric) ulcer location

  genomic randomly patients endoscopic allele-specific pcr logistic

• Identification of PSEN1 and APP gene mutations in Korean patients with early-onset Alzheimer's disease.

  PMID 18437002 · PMC2526428 · Journal of Korean medical science · 2008 · 6 claims · 6 setups

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  Two different PSEN1 mutations (G206S and M233T) were identified in Korean EOAD patients

  genomic blood korean patients direct pcr apoe

• Comparative analysis of the tear protein profile in mycotic keratitis patients.

  PMID 18385783 · PMC2268856 · Molecular vision · 2008 · 8 claims · 5 setups

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  A glutaredoxin-related protein is expressed only in the tears of fungal keratitis patients and is absent in control tears.

  pooled in-gel peptide 2de two-dimensional maldi-tof post

• 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

• 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

• 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