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).

• Ultra-deep multi-oncopanel sequencing of benchmarking samples with a wide range of variant allele frequencies.

  PMID 35680918 · PMC9184574 · Scientific data · 2022 · 8 claims · 8 setups

  Has reproduction · 82

  Four reference samples (Sample A, Sample B, Sample C, Sample Spike-in/AC5) were developed with large numbers of high-confidence positive and negative small variant positions to serve as known content for oncopanel performance assessment.

  agilent burning integrated igenetech targeted

• A comparative study of techniques for differential expression analysis on RNA-Seq data.

  PMID 25119138 · PMC4132098 · PloS one · 2014 · 8 claims · 8 setups

  Has reproduction · 58

  edgeR performs slightly better than DESeq and Cuffdiff2 in terms of the ability to uncover true positives.

  brain neurospheres lymphoblastoid simulation single-end paired-end rna-seq

• Digital sorting of complex tissues for cell type-specific gene expression profiles.

  PMID 23497278 · PMC3626856 · BMC bioinformatics · 2013 · 8 claims · 8 setups

  Has reproduction · 85

  The Digital Sorting Algorithm (DSA) deconvolves mixed tissue expression into cell type-specific profiles using only marker genes, without requiring prior knowledge of cell type frequencies or in vitro pure-cell profiles.

  liver im-9 immune deconvolved microarray simulation roc

• Exploiting noise in array CGH data to improve detection of DNA copy number change.

  PMID 17272296 · PMC1994778 · Nucleic acids research · 2007 · 7 claims · 4 setups

  Full-text index only

  When aberrations are present, noise in BAC, 19k oligo, and 385k oligo array-CGH data is highly non-Gaussian and shows long-range spatial correlations.

  atm-deficient normal simulated array simulated

• CARAT: a novel method for allelic detection of DNA copy number changes using high density oligonucleotide arrays.

  PMID 16504045 · PMC1402331 · BMC bioinformatics · 2006 · 8 claims · 5 setups

  Full-text index only

  CARAT is a novel algorithm that uses SNP probe intensity and genotype-based allelic dosage response in a regression framework to estimate allele-specific copy number genome-wide.

  normal genomic sk-br-3 cancer snp quantitative allele-specific

• Machine learning algorithm predicts fibrosis-related blood diagnosis markers of intervertebral disc degeneration.

  PMID 37915003 · PMC10619283 · BMC medical genomics · 2023 · 7 claims · 7 setups

  Has reproduction · 68

  CEP120 and SPDL1 are fibrosis-related diagnostic genes for IDD, identified via a random forest model from 29 differentially expressed fibrosis-related genes

  blood gse150408 prediction pbmcs bulk machine roc

• LIMPIC: a computational method for the separation of protein MALDI-TOF-MS signals from noise.

  PMID 17386085 · PMC1847688 · BMC bioinformatics · 2007 · 7 claims · 4 setups

  Full-text index only

  LIMPIC is a computational method for detecting protein peaks from linear-mode MALDI-TOF-MS data using background noise reduction and baseline removal followed by non-uniform threshold peak detection and multi-spectra detection-rate classification.

  in-vitro plasma maldi-tof signal baseline

• A proteomic strategy to identify novel serum biomarkers for liver cirrhosis and hepatocellular cancer in individuals with fatty liver disease.

  PMID 19656391 · PMC2729079 · BMC cancer · 2009 · 8 claims · 4 setups

  Full-text index only

  2D gel proteomic profiling of immunodepleted serum reveals protein spot patterns that differentiate pre-cirrhotic NAFLD, cirrhotic NAFLD, and cirrhotic NAFLD with HCC

  immunodepleted serum liver gel direct semi-quantitative