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).

• Hierarchical cell-type identifier accurately distinguishes immune-cell subtypes enabling precise profiling of tissue microenvironment with single-cell RNA-sequencing.

  PMID 36681937 · PMC10025442 · Briefings in bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 94

  HiCAT is a hierarchical, marker-based cell-type identifier that uses gene set analysis (GSA) scoring with markers structured in a three-level taxonomy tree (major-type, minor-type, subset)

  pbmc cord melanoma lung scrna-seq computational

• Using prototyping to choose a bioinformatics workflow management system.

  PMID 33630841 · PMC7906312 · PLoS computational biology · 2021 · 8 claims · 6 setups

  Has reproduction

  Prototyping a subset of a project's actual workflow in candidate software offers a low-cost (time and effort) way to make a more informed software selection than relying solely on reviews and recommendations.

  riboviz bioinformatics open-source prototyping web-search-based repository

• Towards precise classification of cancers based on robust gene functional expression profiles.

  PMID 15774002 · PMC1274255 · BMC bioinformatics · 2005 · 6 claims · 7 setups

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  Functional expression profiles (FEPs) achieve comparable or better classification performance than conventional gene expression profiles (GEPs) across four public microarray datasets

  nci60 lymphoma fep go-annotated cdna recursive hypergeometric

• Genomic profiling of microRNA and messenger RNA reveals deregulated microRNA expression in prostate cancer.

  PMID 18676839 · PMC2597340 · Cancer research · 2008 · 8 claims · 7 setups

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  MicroRNA processing components (Dicer, DGCR8) and microRNA host genes (MCM7, C9orf5) are significantly up-regulated in prostate tumors versus non-tumor tissue

  prostate subset lncap 22rv1 microrna quantitative western

• SePaCS--a web-based application for classification of seroreactivity profiles.

  PMID 17478503 · PMC1933220 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  SePaCS is a freely available web-based tool that trains and applies multiple classification methods (4 Naive Bayes variants, SVM with RBF kernel, LDA, DLDA) to seroreactivity profiles and outputs results as a summary table plus a detailed PDF report

  blood computational seroreactivity supervised mutual

• Parsimonious Gene Correlation Network Analysis (PGCNA): a tool to define modular gene co-expression for refined molecular stratification in cancer.

  PMID 30993001 · PMC6459838 · NPJ systems biology and applications · 2019 · 8 claims · 7 setups

  Has reproduction · 71

  Retaining only the top ~3 most correlated edges per gene (EPG3) combined with FastUnfold clustering (termed PGCNA) produces gene co-expression modules with significantly better separation and enrichment of known biology than using all edges or other clustering methods.

  breast colorectal brca representative gene comparative multi-omic

• Unravelling the hidden heterogeneities of diffuse large B-cell lymphoma based on coupled two-way clustering.

  PMID 17888167 · PMC2082044 · BMC genomics · 2007 · 8 claims · 6 setups

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  A proposed coupled two-way clustering (CTWC/SPC) method combined with a GO-based functional concept consistency score can identify compact, robust gene subsets that define clinically meaningful DLBCL subtypes

  dlbcl identified microarray oligonucleotide coupled

• The continuing search for cancer-causing somatic mutations.

  PMID 17319975 · PMC1851399 · Breast cancer research : BCR · 2007 · 8 claims · 3 setups

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  A screen of 91 breast cancers uncovered 87 somatic variants spread across 16 of the 21 genes examined

  breast limited targeted gene temporal

• Integrative analysis of transcriptomic data reveals a predictive gene signature for chemoradiotherapy response in rectal cancer.

  PMID 41550766 · PMC12803930 · iScience · 2026 · 8 claims · 5 setups

  Has reproduction · 50

  A 186-gene signature derived from six GEO transcriptomic datasets predicts nCRT response in LARC with AUC 0.80 in cross-validation

  pre-treatment domingo geo bulk bulk external spatial

• Integrated analysis of genetic and proteomic data identifies biomarkers associated with adverse events following smallpox vaccination.

  PMID 18923431 · PMC2692715 · Genes and immunity · 2009 · 7 claims · 6 setups

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  A two-stage strategy (Random Forest filtering followed by decision tree modeling) can integrate categorical genetic and continuous proteomic data to identify biomarkers of AE risk

  ebv-transformed serum combined rf-filtered snp serum random

• Exosomal microRNA miR-92a concentration in serum reflects human brown fat activity.

  PMID 27117818 · PMC4853423 · Nature communications · 2016 · 8 claims · 8 setups

  Has reproduction · 97

  Brown and beige adipocytes release exosomes, and thermogenic activation increases exosome release both in vitro and in vivo.

  brown tissues serum exosomes electron exosome mirna

• Oncogenic mutations in GNAQ occur early in uveal melanoma.

  PMID 18719078 · PMC2634606 · Investigative ophthalmology & visual science · 2008 · 8 claims · 7 setups

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  Activating GNAQ mutations at codon 209 occur in 33/67 (49%) of primary uveal melanomas, making it the most common known oncogenic mutation in UM

  uveal peripheral normal well-characterized pcr sequencing array-based

• GenomeRNAi: a database for cell-based RNAi phenotypes. 2009 update.

  PMID 19910367 · PMC2808900 · Nucleic acids research · 2010 · 7 claims · 7 setups

  Full-text index only

  GenomeRNAi is a database integrating RNAi phenotypes, reagents, and gene annotations from cell-based screens in Drosophila and human cells

  drosophila hela genome-scale image-based rna-seq