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).

• Iterative class discovery and feature selection using Minimal Spanning Trees.

  PMID 15355552 · PMC520744 · BMC bioinformatics · 2004 · 7 claims · 5 setups

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  Iterating between MST-based clustering and t-statistic feature selection removes noise genes step-wise while sharpening the sample clustering

  simulated breast acute diffuse synthetic cdna microarray

• Modeling genetic inheritance of copy number variations.

  PMID 18832372 · PMC2588508 · Nucleic acids research · 2008 · 8 claims · 4 setups

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  A joint HMM framework for parents-offspring trios significantly improves CNV call rates and boundary inference accuracy compared to existing methods.

  simulated parent-offspring hapmap hmm-based snp genotype

• Differential analysis of RNA structure probing experiments at nucleotide resolution: uncovering regulatory functions of RNA structure.

  PMID 35869080 · PMC9307511 · Nature communications · 2022 · 7 claims · 4 setups

  Has reproduction · 80

  DiffScan is a computational framework combining a Normalization module and a Scan module to identify SVRs at nucleotide resolution from SP data.

  transcripts platforms bacillus multi-subcellular simulated negative benchmark

• Towards alignment independent quantitative assessment of homology detection.

  PMID 17205117 · PMC1762415 · PloS one · 2006 · 8 claims · 6 setups

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  The Fhom Estimator uses the prevalence of a conserved protein feature (X) in two protein sets to estimate the fraction of true homologs among paired proteins, independent of alignment quality.

  curated homologene swiss-prot fruit signalp homologene-based fhom

• Detecting transcriptionally active regions using genomic tiling arrays.

  PMID 16859498 · PMC1779562 · Genome biology · 2006 · 8 claims · 4 setups

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  A non-parametric method (TranscriptionDetector) integrates single-channel p-values from multiple replicate arrays into a multi-channel p-value (MCPV) to identify transcribed probed loci without assumptions about intensity distributions.

  anopheles chromosomes simulated genomic high-density sequence-based

• A novel wavelet-based thresholding method for the pre-processing of mass spectrometry data that accounts for heterogeneous noise.

  PMID 18615428 · PMC2855839 · Proteomics · 2008 · 6 claims · 4 setups

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  Noise in SELDI-TOF/MALDI-TOF mass spectrometry data is heteroscedastic across the m/z range, with larger variance at lower m/z values, contrary to the homogeneous noise assumption of existing wavelet denoising methods.

  serum raw denoised simulated seldi-tof wavelet-based peak

• Multiplexed discovery of sequence polymorphisms using base-specific cleavage and MALDI-TOF MS.

  PMID 15731331 · PMC549577 · Nucleic acids research · 2005 · 8 claims · 7 setups

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  Multiplexed base-specific cleavage/MALDI-TOF MS (Multiplexed Comparative Sequence Analysis) enables simultaneous discovery of sequence polymorphisms across multiple target regions

  ensembl genomic simulation pcr maldi-tof

• 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

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  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

• MoDLE: high-performance stochastic modeling of DNA loop extrusion interactions.

  PMID 36451166 · PMC9710047 · Genome biology · 2022 · 7 claims · 6 setups

  Has reproduction · 50

  MoDLE is a high-performance stochastic model that simulates DNA-DNA contacts from loop extrusion genome-wide in minutes using less than 1 GB of RAM

  genome synthetic h1-hesc stochastic molecular ctcf

• Quadratic regression analysis for gene discovery and pattern recognition for non-cyclic short time-course microarray experiments.

  PMID 15850479 · PMC1127068 · BMC bioinformatics · 2005 · 8 claims · 8 setups

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  A step-down quadratic regression method (fitting quadratic, then linear, then null models per gene) identifies differentially expressed genes and classifies them into 9 temporal expression patterns using continuous time information.

  olfactory present same anova-significant microarray step-down peddada

• Expression profiling of drug response--from genes to pathways.

  PMID 17117610 · PMC3181826 · Dialogues in clinical neuroscience · 2006 · 8 claims · 8 setups

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  Understanding individual response to a drug (efficacy/tolerability) is the major bottleneck in current drug development and clinical trials.

  blastocyst skin specified cortex pathway two-color microarray

• A third approach to gene prediction suggests thousands of additional human transcribed regions.

  PMID 16543943 · PMC1391917 · PLoS computational biology · 2006 · 8 claims · 7 setups

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  A third basic concept for gene prediction exists, based on detecting strand-specific 'transcription footprints' (mutational and selectional biases) rather than gene structure or sequence similarity.

  genome 4.4-mb known nucleotide repeat polyadenylation

• Meta-analysis of inter-species liver co-expression networks elucidates traits associated with common human diseases.

  PMID 20019805 · PMC2787626 · PLoS computational biology · 2009 · 8 claims · 8 setups

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  A novel semi-parametric meta-analysis method (based on a gene-centric Glass's d effect size) outperforms existing parametric and non-parametric meta-analysis methods at identifying functionally coherent gene pairs across species.

  liver simulated conserved nearly gene simulation kolmogorov-smirnov

• 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

• 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

• CGHPRO -- a comprehensive data analysis tool for array CGH.

  PMID 15807904 · PMC1274268 · BMC bioinformatics · 2005 · 8 claims · 3 setups

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  CGHPRO is a user-friendly, versatile, stand-alone Java tool for normalization, visualization, breakpoint detection and comparative analysis of array-CGH data

  tiling artificially array

• Adaptation to different human populations by HIV-1 revealed by codon-based analyses.

  PMID 16789820 · PMC1480537 · PLoS computational biology · 2006 · 8 claims · 8 setups

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  Developed two fixed effects maximum likelihood methods: one to detect selection that persists in a population (internal vs. terminal branches) and one to detect differential selection on codons between two populations.

  hiv-1 four simulated population-based maximum bayesian