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).

• Predicting survival outcomes using subsets of significant genes in prognostic marker studies with microarrays.

  PMID 16549007 · PMC1544357 · BMC bioinformatics · 2006 · 7 claims · 2 setups

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  A methodology combining Cox proportional hazards models with a compound covariate, cross-validated log partial likelihood (ACVL) for predictive accuracy, and permutation-based significance testing can identify an optimal subset of significant genes for survival prediction

  simulated diffuse simulation cdna

• Microbial genomics: from sequence to function.

  PMID 10998380 · PMC2627950 · Emerging infectious diseases · 2000 · 8 claims · 4 setups

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  Whole-genome shotgun sequencing (sequencing and assembly of random genome fragments), first demonstrated with Haemophilus influenzae in 1995, is now the method of choice for sequencing most genomes, including the human genome.

  yeast bacteria microbial high-throughput microarray ribosomal

• 93rd Annual Meeting of the American Association for Cancer Research, San Francisco, CA, USA, 6-10 April 2002.

  PMID 12100742 · PMC138737 · Breast cancer research : BCR · 2002 · 8 claims · 8 setups

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  Serial analysis of gene expression identifies genes preferentially expressed in ductal carcinoma in situ

  breast laser serum bladder cdna western seldi-tof

• Putting proteins in one place.

  PMID 12790144 · PMC1316915 · Environmental health perspectives · 2003 · 8 claims · 7 setups

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  Rapamycin inhibits TOR, causing the silencing protein Sir3 to detach from chromatin at stress-response genes, triggering a coordinated multigene stress response that halts cancer cell proliferation

  saccharomyces yeast vascular skin chemical chromatin microarray

• The UCSC Genome Browser Database: 2008 update.

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

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  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

• KEGG for linking genomes to life and the environment.

  PMID 18077471 · PMC2238879 · Nucleic acids research · 2008 · 8 claims · 4 setups

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  KEGG provides a reference knowledge base for linking genomes to life via PATHWAY mapping and to the environment via BRITE mapping.

  protein-coding newly microarray kegg sequence computational glycan

• Validation of analytic methods for biomarkers used in drug development.

  PMID 18829475 · PMC2744124 · Clinical cancer research : an official journal of the American Association for Cancer Research · 2008 · 8 claims · 8 setups

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  Analytical method validation (assessing assay performance/reproducibility) is a distinct process from clinical qualification (linking a biomarker to biological processes and clinical endpoints), though the two are intertwined.

  specified biological cancer-associated biofluids immunohistochemistry immunoassay microarray

• A robust data scaling algorithm to improve classification accuracies in biomedical data.

  PMID 27612635 · PMC5016890 · BMC bioinformatics · 2016 · 8 claims · 2 setups

  Has reproduction · 87

  Models trained on data scaled by the GL algorithm outperform models trained on data scaled by the Min-max or Z-score algorithms across 16 binary classification tasks, measured by AUROC and percentage of correct classification

  biomedical gene binary classification

• Extending Asia Pacific bioinformatics into new realms in the "-omics" era.

  PMID 19958472 · PMC2788361 · BMC genomics · 2009 · 8 claims · 6 setups

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  88 full paper submissions were peer-reviewed for InCoB2009, with 49 shortlisted for oral presentation and 34 accepted into this BMC Genomics supplement, reflecting an overall acceptance rate of 50% across venues.

  nhe1 cancer mammalian bovine computational microarray quantile

• Feature context-dependency and complexity-reduction in probability landscapes for integrative genomics.

  PMID 18783599 · PMC2559821 · Theoretical biology & medical modelling · 2008 · 8 claims · 2 setups

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  Probability landscapes permit systematic detection, analysis, and utilization of feature context-dependency in genomic data.

  specified probability microarray

• Genome-wide identification of conserved and novel microRNAs in one bud and two tender leaves of tea plant (Camellia sinensis) by small RNA sequencing, microarray-based hybridization and genome survey scaffold sequences.

  PMID 29157210 · PMC5697157 · BMC plant biology · 2017 · 7 claims · 8 setups

  Has reproduction · 91

  175 conserved and 83 novel miRNAs were identified mainly in one bud and two tender leaves of tea plant via small RNA sequencing combined with genome survey data

  camellia sinensis small genome mirna

• PI3K inhibitors protect against glucocorticoid-induced skin atrophy.

  PMID 30737086 · PMC6441871 · EBioMedicine · 2019 · 7 claims · 8 setups

  Has reproduction · 76

  PI3K/mTOR/Akt inhibitors are a pharmacological class that represses glucocorticoid-induced REDD1 and FKBP51 expression, identified via LINCS drug-repurposing screen.

  transcriptome hacat c57bl transcriptional rt-pcr luciferase

• Genetically engineered stem cell-derived retinal grafts for improved retinal reconstruction after transplantation.

  PMID 34409267 · PMC8361135 · iScience · 2021 · 8 claims · 7 setups

  Has reproduction · 84

  Bhlhb4−/− and Islet1−/− grafts have markedly reduced bipolar cell populations after transplantation while retaining intact photoreceptor cell layers

  bhlhb4− nrl-gfp rd1 transplanted retinal rt-pcr microarray

• DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.

  PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 6 claims · 7 setups

  Has reproduction · 84

  DeepProg, an ensemble of deep-learning and machine-learning models, robustly predicts patient survival subtypes from multi-omics data and explicitly models survival as the objective while predicting new patient risks

  tcga breast metabric brca bulk mirna methylation

• 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

• Enhancer Reprogramming Confers Dependence on Glycolysis and IGF Signaling in KMT2D Mutant Melanoma.

  PMID 33086062 · PMC7649750 · Cell reports · 2020 · 8 claims · 8 setups

  Has reproduction · 59

  KMT2D is a potent tumor suppressor in melanoma

  hmel-brafv600e tyr-creert2 tma kmt2d pooled xenograft genetically

• Accurate sequence variant genotyping in cattle using variation-aware genome graphs.

  PMID 31092189 · PMC6521551 · Genetics, selection, evolution : GSE · 2019 · 8 claims · 7 setups

  Has reproduction · 45

  Graphtyper outperformed GATK and SAMtools in genotype concordance, non-reference sensitivity, and non-reference discrepancy compared to microarray genotypes

  original sire-son whole-genome multi-sample graph-based

• Unveiling prognostics biomarkers of tyrosine metabolism reprogramming in liver cancer by cross-platform gene expression analyses.

  PMID 32542016 · PMC7295234 · PloS one · 2020 · 6 claims · 8 setups

  Has reproduction · 51

  Five tyrosine catabolic enzymes (TAT, HPD, HGD, GSTZ1, FAH) are downregulated in HCC versus normal liver at mRNA and protein levels

  cancer tcga-lihc gse89377 hcc pan-cancer rna-seq stage-wise

• Single cell analysis reveals the roles and regulatory mechanisms of type-I interferons in Parkinson's disease.

  PMID 38566100 · PMC10985960 · Cell communication and signaling : CCS · 2024 · 8 claims · 8 setups

  Has reproduction · 55

  Microglia, endothelial cells, and pericytes exhibit the highest type I interferon (IFN-I) activity among PD midbrain cell types, with microglia showing markedly higher activity in PD.

  midbrain microglia substantia mptp-induced single-cell gene bulk

• Evaluating Distribution and Prognostic Value of New Tumor-Infiltrating Lymphocytes in HCC Based on a scRNA-Seq Study With CIBERSORTx.

  PMID 33043022 · PMC7527443 · Frontiers in medicine · 2020 · 5 claims · 6 setups

  Has reproduction · 78

  CIBERSORTx can combine scRNA-seq-derived signatures with bulk HCC transcriptomes to estimate proportions of 11 TIL subsets and infer cell-type-specific gene expression.

  hcc tcga geo single-cell bulk microarray