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).
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Has reproduction · 37
A Bayesian approach to accurate and robust signature detection on LINCS L1000 data.
PMID 32003771 · PMC7203754 · Bioinformatics (Oxford, England) · 2020 · 7 claims · 4 setups
A novel Bayesian peak deconvolution algorithm gives unbiased likelihood estimations for peak locations and derives probability-based z-scores.
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Has reproduction · 77
Accurate chromatin marks peak calling with Omnipeak.
PMID 41521664 · PMC12784980 · Nucleic acids research · 2026 · 8 claims · 6 setups
Omnipeak is a universal unsupervised peak-calling algorithm based on a constrained three-state hidden Markov model (zero, noise, signal states)
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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
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
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Has reproduction · 50
RNA modifications detection by comparative Nanopore direct RNA sequencing.
PMID 34893601 · PMC8664944 · Nature communications · 2021 · 7 claims · 5 setups
Nanocompore is a model-free comparative method that uses a 2-component Gaussian mixture model (GMM) and univariate statistical tests on signal intensity/dwell time to detect RNA modifications in Nanopore direct RNA sequencing data without needing a training set
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Detection of rare mutant K-ras DNA in a single-tube reaction using peptide nucleic acid as both PCR clamp and sensor probe.
PMID 16432256 · PMC1345699 · Nucleic acids research · 2006 · 8 claims · 5 setups
A 17mer PNA spanning K-ras codons 12/13 can serve as both PCR clamp and sensor probe in a single-tube reaction, differentiating all 12 possible point mutations from wild-type by melting temperature shift
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Has reproduction · 50
MoDLE: high-performance stochastic modeling of DNA loop extrusion interactions.
PMID 36451166 · PMC9710047 · Genome biology · 2022 · 7 claims · 6 setups
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
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Single nucleotide extension technology for quantitative site-specific evaluation of metC/C in GC-rich regions.
PMID 15958788 · PMC1150895 · Nucleic acids research · 2005 · 6 claims · 4 setups
SNaPshot primers with mismatches to upstream bisulfite-induced C/T or G/A polymorphisms produce a position-dependent biasing effect of up to 70%, decreasing as the mismatch moves farther upstream of the target cytosine
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A novel procedure for genotyping of single nucleotide polymorphisms in trisomy with genomic DNA and the invader assay.
PMID 18940863 · PMC2602776 · Nucleic acids research · 2008 · 7 claims · 4 setups
A novel Invader assay-based procedure can accurately determine SNP genotypes in trisomic genomic DNA samples in a simple, cost-effective manner